From a11dc837fc9177c175e3257da2ddd109d034cc98 Mon Sep 17 00:00:00 2001 From: ql0320 Date: Wed, 13 Nov 2024 13:09:01 -0500 Subject: [PATCH 01/25] Add CCS with solvent storage as a FLECCS resource --- .../README.md | 32 + .../11_three_zones_CCS_solvent_storage/Run.jl | 5 + .../policies/CO2_cap.csv | 4 + .../policies/Capacity_reserve_margin.csv | 4 + .../policies/Energy_share_requirement.csv | 4 + .../policies/Minimum_capacity_requirement.csv | 4 + .../resources/CCS_Solvent_Storage.csv | 4 + .../resources/Storage.csv | 4 + .../resources/Thermal.csv | 4 + .../resources/Vre.csv | 5 + .../Resource_capacity_reserve_margin.csv | 14 + .../Resource_energy_share_requirement.csv | 8 + .../Resource_minimum_capacity_requirement.csv | 6 + .../settings/clp_settings.yml | 14 + .../settings/cplex_settings.yml | 10 + .../settings/genx_settings.yml | 14 + .../settings/gurobi_settings.yml | 15 + .../settings/highs_settings.yml | 11 + .../time_domain_reduction_settings.yml | 151 + .../system/Demand_data.csv | 8761 ++++++++++++++++ .../system/Fuels_data.csv | 8762 +++++++++++++++++ .../system/Generators_variability.csv | 8761 ++++++++++++++++ .../system/Network.csv | 4 + src/load_inputs/load_resources_data.jl | 145 +- src/model/core/co2.jl | 43 +- src/model/core/discharge/discharge.jl | 4 +- .../core/discharge/investment_discharge.jl | 5 +- src/model/core/fuel.jl | 5 +- src/model/generate_model.jl | 6 + .../flexible_ccs/ccs_solvent_storage.jl | 348 + .../ccs_solvent_storage_commit.jl | 188 + .../ccs_solvent_storage_no_commit.jl | 81 + src/model/resources/resources.jl | 94 +- src/write_outputs/write_capacityfactor.jl | 1 + .../write_ccs_solvent_storage.jl | 267 + src/write_outputs/write_charge.jl | 5 + src/write_outputs/write_outputs.jl | 9 + 37 files changed, 27776 insertions(+), 26 deletions(-) create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/README.md create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/Run.jl create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/policies/CO2_cap.csv create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/policies/Capacity_reserve_margin.csv create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/policies/Energy_share_requirement.csv create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/policies/Minimum_capacity_requirement.csv create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage.csv create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/resources/Storage.csv create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/resources/Thermal.csv create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/resources/Vre.csv create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_capacity_reserve_margin.csv create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_energy_share_requirement.csv create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_minimum_capacity_requirement.csv create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/settings/clp_settings.yml create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/settings/cplex_settings.yml create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/settings/genx_settings.yml create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/settings/gurobi_settings.yml create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/settings/highs_settings.yml create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/settings/time_domain_reduction_settings.yml create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/system/Demand_data.csv create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/system/Fuels_data.csv create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/system/Generators_variability.csv create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/system/Network.csv create mode 100644 src/model/resources/flexible_ccs/ccs_solvent_storage.jl create mode 100644 src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl create mode 100644 src/model/resources/flexible_ccs/ccs_solvent_storage_no_commit.jl create mode 100644 src/write_outputs/write_ccs_solvent_storage.jl diff --git a/example_systems/11_three_zones_CCS_solvent_storage/README.md b/example_systems/11_three_zones_CCS_solvent_storage/README.md new file mode 100644 index 0000000000..ec96f7efd9 --- /dev/null +++ b/example_systems/11_three_zones_CCS_solvent_storage/README.md @@ -0,0 +1,32 @@ +# Three Zones + +**Three Zones**, a one-year example with hourly resolution, contains zones representing Massachusetts, Connecticut, and Maine. The ten represented resources include natural gas, solar PV, wind, and lithium-ion battery storage. + +To run the model, first navigate to the example directory: + +- Using a Julia REPL: + +```bash +$ julia +julia> cd("example_systems/1_three_zones") +``` + +- Using a terminal or command prompt: +```bash +$ cd example_systems/1_three_zones +``` + +Next, ensure that your settings in `settings/genx_settings.yml` are correct. The default settings use the solver `HiGHS`, time domain reduced input data (`TimeDomainReduction: 1`) and minimum capacity requirement policy (`MinCapReq: 1`) as specified in the `policies/Minimum_capacity_requirement.csv` file. Other optional policies include a capacity reserve margin, an energy share requirement (such as renewable portfolio standard (RPS) or clean electricity standard (CES) policies), a CO2 emissions cap, and a maximum capacity requirement policy (see the documentation for more details). For this example, a rate-based carbon cap of 50 gCO2 per kWh is specified in the `policies/CO2_cap.csv` input file. + +Once the settings are confirmed, run the model with the `Run.jl` script in the example directory: + +- Using a Julia REPL (recommended) +```julia +julia> include("Run.jl") +``` +- Using a terminal or command prompt: +```bash +$ julia Run.jl +``` + +Once the model has completed, results will write to the `results` directory. diff --git a/example_systems/11_three_zones_CCS_solvent_storage/Run.jl b/example_systems/11_three_zones_CCS_solvent_storage/Run.jl new file mode 100644 index 0000000000..793ad469fb --- /dev/null +++ b/example_systems/11_three_zones_CCS_solvent_storage/Run.jl @@ -0,0 +1,5 @@ +using GenX, Gurobi + +optimizer = Gurobi.Optimizer + +run_genx_case!(dirname(@__FILE__),optimizer) diff --git a/example_systems/11_three_zones_CCS_solvent_storage/policies/CO2_cap.csv b/example_systems/11_three_zones_CCS_solvent_storage/policies/CO2_cap.csv new file mode 100644 index 0000000000..fbd59924ee --- /dev/null +++ b/example_systems/11_three_zones_CCS_solvent_storage/policies/CO2_cap.csv @@ -0,0 +1,4 @@ +,Network_zones,CO_2_Cap_Zone_1,CO_2_Cap_Zone_2,CO_2_Cap_Zone_3,CO_2_Max_tons_MWh_1,CO_2_Max_tons_MWh_2,CO_2_Max_tons_MWh_3,CO_2_Max_Mtons_1,CO_2_Max_Mtons_2,CO_2_Max_Mtons_3 +MA,z1,1,0,0,0.05,0,0,0.018,0,0 +CT,z2,0,1,0,0,0.05,0,0,0.025,0 +ME,z3,0,0,1,0,0,0.05,0,0,0.025 diff --git a/example_systems/11_three_zones_CCS_solvent_storage/policies/Capacity_reserve_margin.csv b/example_systems/11_three_zones_CCS_solvent_storage/policies/Capacity_reserve_margin.csv new file mode 100644 index 0000000000..55077ad095 --- /dev/null +++ b/example_systems/11_three_zones_CCS_solvent_storage/policies/Capacity_reserve_margin.csv @@ -0,0 +1,4 @@ +,Network_zones,CapRes_1 +MA,z1,0.156 +CT,z2,0.156 +ME,z3,0.156 diff --git a/example_systems/11_three_zones_CCS_solvent_storage/policies/Energy_share_requirement.csv b/example_systems/11_three_zones_CCS_solvent_storage/policies/Energy_share_requirement.csv new file mode 100644 index 0000000000..3d49badae7 --- /dev/null +++ b/example_systems/11_three_zones_CCS_solvent_storage/policies/Energy_share_requirement.csv @@ -0,0 +1,4 @@ +,Network_zones,ESR_1,ESR_2 +MA,z1,0.259,0.348 +CT,z2,0.44,0.44 +ME,z3,0.776,0.776 diff --git a/example_systems/11_three_zones_CCS_solvent_storage/policies/Minimum_capacity_requirement.csv b/example_systems/11_three_zones_CCS_solvent_storage/policies/Minimum_capacity_requirement.csv new file mode 100644 index 0000000000..bd16edeeb3 --- /dev/null +++ b/example_systems/11_three_zones_CCS_solvent_storage/policies/Minimum_capacity_requirement.csv @@ -0,0 +1,4 @@ +MinCapReqConstraint,ConstraintDescription,Min_MW +1,MA_PV,5000 +2,CT_Wind,10000 +3,All_Batteries,6000 diff --git a/example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage.csv b/example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage.csv new file mode 100644 index 0000000000..d820aa0fa6 --- /dev/null +++ b/example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage.csv @@ -0,0 +1,4 @@ +Resource,Zone,cluster,New_Build,Can_Retire,Cap_Res,region,Existing_Cap_MW,Existing_Cap_MW_GasTurbine,Cap_Size_MW_GasTurbine,Inv_Cost_per_MWyr_GasTurbine,Fixed_OM_Cost_per_MWyr_GasTurbine,Var_OM_Cost_per_MWh_GasTurbine,Start_Cost_per_MW_GasTurbine,Start_Fuel_MMBTU_per_MW_GasTurbine,Fuel,HeatRate_MMBTU_per_MWh_GasTurbine,Min_Power_Percentage_GasTurbine,Ramp_Up_Percentage_GasTurbine,Ramp_Dn_Percentage_GasTurbine,Up_Time_GasTurbine,Down_Time_GasTurbine,Existing_Cap_MW_SteamTurbine,Cap_Size_MW_SteamTurbine,Inv_Cost_per_MWyr_SteamTurbine,Fixed_OM_Cost_per_MWyr_SteamTurbine,Var_OM_Cost_per_MWh_SteamTurbine,Start_Cost_per_MW_SteamTurbine,Start_Fuel_MMBTU_per_MW_SteamTurbine,Min_Power_Percentage_SteamTurbine,Ramp_Up_Percentage_SteamTurbine,Ramp_Dn_Percentage_SteamTurbine,Up_Time_SteamTurbine,Down_Time_SteamTurbine,HeatRate_MMBTU_per_MWh_SteamTurbine_High,HeatRate_MMBTU_per_MWh_SteamTurbine_Mid,HeatRate_MMBTU_per_MWh_SteamTurbine_Low,SteamRate_High_percentage,SteamRate_Mid_Percentage,SteamRate_Low_Percentage,Existing_Cap_Ton_Absorber,Cap_Size_Ton_Absorber,Inv_Cost_per_Tonyr_Absorber,Fixed_OM_Cost_per_Tonyr_Absorber,Var_OM_Cost_per_Ton_Absorber,Start_Cost_per_Ton_Absorber,Min_Power_Percentage_Absorber,Ramp_Up_Percentage_Absorber,Ramp_Dn_Percentage_Absorber,Up_Time_Absorber,Down_Time_Absorber,PowerUseRate_MWh_per_Ton_CO2_Absorber,Existing_Cap_MW_Compressor,Cap_Size_MW_Compressor,Inv_Cost_per_MWyr_Compressor,Fixed_OM_Cost_per_MWhyr_Compressor,Var_OM_Cost_per_MWh_Compressor,Start_Cost_per_MW_Compressor,Min_Power_Percentage_Compressor,Ramp_Up_Percentage_Compressor,Ramp_Dn_Percentage_Compressor,Up_Time_Compressor,Down_Time_Compressor,PowerUseRate_MWh_per_Ton_CO2_Compressor,Existing_Cap_Ton_Regenerator,Cap_Size_Ton_Regenerator,Inv_Cost_per_Tonyr_Regenerator,Fixed_OM_Cost_per_Tonyr_Regenerator,Var_OM_Cost_per_Ton_Regenerator,Start_Cost_per_Ton_Regenerator,Min_Power_Percentage_Regenerator,Ramp_Up_Percentage_Regenerator,Ramp_Dn_Percentage_Regenerator,Up_Time_Regenerator,Down_Time_Regenerator,SteamUseRate_MMBTU_per_Ton,Existing_Cap_Ton_SolventStorage_Rich,Cap_Size_Ton_SolventStorage_Rich,Inv_Cost_per_Tonyr_SolventStorage_Rich,Fixed_OM_Cost_per_Tonyr_SolventStorage_Rich,Var_OM_Cost_per_Ton_SolventStorage_Rich,Start_Cost_per_Ton_SolventStorage_Rich,Min_Power_Percentage_SolventStorage_Rich,Ramp_Up_Percentage_SolventStorage_Rich,Ramp_Dn_Percentage_SolventStorage_Rich,Up_Time_SolventStorage_Rich,Down_Time_SolventStorage_Rich,Existing_Cap_Ton_SolventStorage_Lean,Cap_Size_Ton_SolventStorage_Lean,Inv_Cost_per_Tonyr_SolventStorage_Lean,Fixed_OM_Cost_per_Tonyr_SolventStorage_Lean,Var_OM_Cost_per_Ton_SolventStorage_Lean,Start_Cost_per_Ton_SolventStorage_Lean,Min_Power_Percentage_SolventStorage_Lean,Ramp_Up_Percentage_SolventStorage_Lean,Ramp_Dn_Percentage_SolventStorage_Lean,Up_Time_SolventStorage_Lean,Down_Time_SolventStorage_Lean,CO2_Loading_Ton_per_Ton_Solvent,PowerUseRate_MWh_per_MMBTU_Fuel_Other,CO2_Capture_Fraction,CO2_Capture_Fraction_Startup,CCS_Disposal_Cost_per_Metric_Ton +MA_CCS_SolventStorage,1,0,1,0,0.95,MA,0,0,300,94939.377,56969,3.28,106,2,MA_NG,9.69,0.25,1,1,6,6,0,1,94939.377,56969,3.28,106,2,0,1,1,6,6,29.07,22.32,15.25,0.35,0.42,0.4,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0.048,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0.077,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,3.5,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0.141,0.003,0.985,0.985,23 +CT_CCS_SolventStorage,2,0,1,0,0.95,CT,0,0,300,94939.377,56969,3.28,106,2,CT_NG,9.69,0.25,1,1,6,6,0,1,94939.377,56969,3.28,106,2,0,1,1,6,6,29.07,22.32,15.25,0.35,0.42,0.4,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0.048,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0.077,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,3.5,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0.141,0.003,0.985,0.985,23 +ME_CCS_SolventStorage,3,0,1,0,0.95,ME,0,0,300,94939.377,56969,3.28,106,2,ME_NG,9.69,0.25,1,1,6,6,0,1,94939.377,56969,3.28,106,2,0,1,1,6,6,29.07,22.32,15.25,0.35,0.42,0.4,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0.048,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0.077,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,3.5,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0.141,0.003,0.985,0.985,23 \ No newline at end of file diff --git a/example_systems/11_three_zones_CCS_solvent_storage/resources/Storage.csv b/example_systems/11_three_zones_CCS_solvent_storage/resources/Storage.csv new file mode 100644 index 0000000000..238c5acd03 --- /dev/null +++ b/example_systems/11_three_zones_CCS_solvent_storage/resources/Storage.csv @@ -0,0 +1,4 @@ +Resource,Zone,Model,New_Build,Can_Retire,Existing_Cap_MW,Existing_Cap_MWh,Max_Cap_MW,Max_Cap_MWh,Min_Cap_MW,Min_Cap_MWh,Inv_Cost_per_MWyr,Inv_Cost_per_MWhyr,Fixed_OM_Cost_per_MWyr,Fixed_OM_Cost_per_MWhyr,Var_OM_Cost_per_MWh,Var_OM_Cost_per_MWh_In,Self_Disch,Eff_Up,Eff_Down,Min_Duration,Max_Duration,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_battery,1,1,1,0,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,MA,0 +CT_battery,2,1,1,0,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,CT,0 +ME_battery,3,1,1,0,0,0,-1,-1,0,0,19584,22494,4895,5622,0.15,0.15,0,0.92,0.92,1,10,0,0,0,0,ME,0 \ No newline at end of file diff --git a/example_systems/11_three_zones_CCS_solvent_storage/resources/Thermal.csv b/example_systems/11_three_zones_CCS_solvent_storage/resources/Thermal.csv new file mode 100644 index 0000000000..88fac7de0b --- /dev/null +++ b/example_systems/11_three_zones_CCS_solvent_storage/resources/Thermal.csv @@ -0,0 +1,4 @@ +Resource,Zone,Model,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Var_OM_Cost_per_MWh,Heat_Rate_MMBTU_per_MWh,Fuel,Cap_Size,Start_Cost_per_MW,Start_Fuel_MMBTU_per_MW,Up_Time,Down_Time,Ramp_Up_Percentage,Ramp_Dn_Percentage,Min_Power,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_natural_gas_combined_cycle,1,1,1,0,0,-1,0,65400,10287,3.55,7.43,MA_NG,250,91,2,6,6,0.64,0.64,0.468,0.25,0.5,0,0,MA,1 +CT_natural_gas_combined_cycle,2,1,1,0,0,-1,0,65400,9698,3.57,7.12,CT_NG,250,91,2,6,6,0.64,0.64,0.338,0.133332722,0.266665444,0,0,CT,1 +ME_natural_gas_combined_cycle,3,1,1,0,0,-1,0,65400,16291,4.5,12.62,ME_NG,250,91,2,6,6,0.64,0.64,0.474,0.033333333,0.066666667,0,0,ME,1 \ No newline at end of file diff --git a/example_systems/11_three_zones_CCS_solvent_storage/resources/Vre.csv b/example_systems/11_three_zones_CCS_solvent_storage/resources/Vre.csv new file mode 100644 index 0000000000..0183631d73 --- /dev/null +++ b/example_systems/11_three_zones_CCS_solvent_storage/resources/Vre.csv @@ -0,0 +1,5 @@ +Resource,Zone,Num_VRE_Bins,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Var_OM_Cost_per_MWh,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster +MA_solar_pv,1,1,1,0,0,-1,0,85300,18760,0,0,0,0,0,MA,1 +CT_onshore_wind,2,1,1,0,0,-1,0,97200,43205,0.1,0,0,0,0,CT,1 +CT_solar_pv,2,1,1,0,0,-1,0,85300,18760,0,0,0,0,0,CT,1 +ME_onshore_wind,3,1,1,0,0,-1,0,97200,43205,0.1,0,0,0,0,ME,1 \ No newline at end of file diff --git a/example_systems/11_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_capacity_reserve_margin.csv b/example_systems/11_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_capacity_reserve_margin.csv new file mode 100644 index 0000000000..9c5ecbceac --- /dev/null +++ b/example_systems/11_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_capacity_reserve_margin.csv @@ -0,0 +1,14 @@ +Resource,Derating_Factor_1 +MA_natural_gas_combined_cycle,0.93 +CT_natural_gas_combined_cycle,0.8 +ME_natural_gas_combined_cycle,0.93 +MA_solar_pv,0.8 +CT_onshore_wind,0.8 +CT_solar_pv,0.93 +ME_onshore_wind,0.8 +MA_battery,0.95 +CT_battery,0.95 +ME_battery,0.95 +MA_CCS_SolventStorage,0.93 +CT_CCS_SolventStorage,0.93 +ME_CCS_SolventStorage,0.93 \ No newline at end of file diff --git a/example_systems/11_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_energy_share_requirement.csv b/example_systems/11_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_energy_share_requirement.csv new file mode 100644 index 0000000000..fa68a59734 --- /dev/null +++ b/example_systems/11_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_energy_share_requirement.csv @@ -0,0 +1,8 @@ +Resource,ESR_1,ESR_2 +MA_solar_pv,1,1 +CT_onshore_wind,1,1 +CT_solar_pv,1,1 +ME_onshore_wind,1,1 +MA_CCS_SolventStorage,0.95,0.95 +CT_CCS_SolventStorage,0.95,0.95 +ME_CCS_SolventStorage,0.95,0.95 \ No newline at end of file diff --git a/example_systems/11_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_minimum_capacity_requirement.csv b/example_systems/11_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_minimum_capacity_requirement.csv new file mode 100644 index 0000000000..74f1ece070 --- /dev/null +++ b/example_systems/11_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_minimum_capacity_requirement.csv @@ -0,0 +1,6 @@ +Resource,Min_Cap_1,Min_Cap_2,Min_Cap_3 +MA_solar_pv,1,0,0 +CT_onshore_wind,0,1,0 +MA_battery,0,0,1 +CT_battery,0,0,1 +ME_battery,0,0,1 \ No newline at end of file diff --git a/example_systems/11_three_zones_CCS_solvent_storage/settings/clp_settings.yml b/example_systems/11_three_zones_CCS_solvent_storage/settings/clp_settings.yml new file mode 100644 index 0000000000..9018c10743 --- /dev/null +++ b/example_systems/11_three_zones_CCS_solvent_storage/settings/clp_settings.yml @@ -0,0 +1,14 @@ +# Clp Solver parameters https://github.com/jump-dev/Clp.jl +# Common solver settings +Feasib_Tol: 1e-5 # Primal/Dual feasibility tolerance +TimeLimit: -1.0 # Terminate after this many seconds have passed. A negative value means no time limit +Pre_Solve: 0 # Set to 1 to disable presolve +Method: 5 # Solution method: dual simplex (0), primal simplex (1), sprint (2), barrier with crossover (3), barrier without crossover (4), automatic (5) + +#Clp-specific solver settings +DualObjectiveLimit: 1e308 # When using dual simplex (where the objective is monotonically changing), terminate when the objective exceeds this limit +MaximumIterations: 2147483647 # Terminate after performing this number of simplex iterations +LogLevel: 1 # Set to 1, 2, 3, or 4 for increasing output. Set to 0 to disable output +InfeasibleReturn: 0 # Set to 1 to return as soon as the problem is found to be infeasible (by default, an infeasibility proof is computed as well) +Scaling: 3 # 0 -off, 1 equilibrium, 2 geometric, 3 auto, 4 dynamic(later) +Perturbation: 100 # switch on perturbation (50), automatic (100), don't try perturbing (102) \ No newline at end of file diff --git a/example_systems/11_three_zones_CCS_solvent_storage/settings/cplex_settings.yml b/example_systems/11_three_zones_CCS_solvent_storage/settings/cplex_settings.yml new file mode 100644 index 0000000000..8d37873eef --- /dev/null +++ b/example_systems/11_three_zones_CCS_solvent_storage/settings/cplex_settings.yml @@ -0,0 +1,10 @@ +# CPLEX Solver Parameters +Feasib_Tol: 1.0e-05 # Constraint (primal) feasibility tolerances. +Optimal_Tol: 1e-5 # Dual feasibility tolerances. +Pre_Solve: 1 # Controls presolve level. +TimeLimit: 110000 # Limits total time solver. +MIPGap: 1e-3 # Relative (p.u. of optimal) mixed integer optimality tolerance for MIP problems (ignored otherwise). +Method: 2 # Algorithm used to solve continuous models (including MIP root relaxation). +BarConvTol: 1.0e-08 # Barrier convergence tolerance (determines when barrier terminates). +NumericFocus: 0 # Numerical precision emphasis. +SolutionType: 2 # Solution type for LP or QP. diff --git a/example_systems/11_three_zones_CCS_solvent_storage/settings/genx_settings.yml b/example_systems/11_three_zones_CCS_solvent_storage/settings/genx_settings.yml new file mode 100644 index 0000000000..6d6d1047c6 --- /dev/null +++ b/example_systems/11_three_zones_CCS_solvent_storage/settings/genx_settings.yml @@ -0,0 +1,14 @@ +NetworkExpansion: 1 # Transmission network expansionl; 0 = not active; 1 = active systemwide +Trans_Loss_Segments: 1 # Number of segments used in piecewise linear approximation of transmission losses; 1 = linear, >2 = piecewise quadratic +EnergyShareRequirement: 0 # Minimum qualifying renewables penetration; 0 = not active; 1 = active systemwide +CapacityReserveMargin: 0 # Number of capacity reserve margin constraints; 0 = not active; 1 = active systemwide +CO2Cap: 2 # CO2 emissions cap; 0 = not active (no CO2 emission limit); 1 = mass-based emission limit constraint; 2 = demand + rate-based emission limit constraint; 3 = generation + rate-based emission limit constraint +StorageLosses: 1 # Energy Share Requirement and CO2 constraints account for energy lost; 0 = not active (DO NOT account for energy lost); 1 = active systemwide (DO account for energy lost) +MinCapReq: 0 # Activate minimum technology carveout constraints; 0 = not active; 1 = active +MaxCapReq: 0 # Activate maximum technology carveout constraints; 0 = not active; 1 = active +ParameterScale: 0 # Turn on parameter scaling wherein demand, capacity and power variables are defined in GW rather than MW. 0 = not active; 1 = active systemwide +WriteShadowPrices: 1 # Write shadow prices of LP or relaxed MILP; 0 = not active; 1 = active +UCommit: 2 # Unit committment of thermal power plants; 0 = not active; 1 = active using integer clestering; 2 = active using linearized clustering +TimeDomainReduction: 1 # Time domain reduce (i.e. cluster) inputs based on Demand_data.csv, Generators_variability.csv, and Fuels_data.csv; 0 = not active (use input data as provided); 0 = active (cluster input data, or use data that has already been clustered) +EnableJuMPStringNames: true +ComputeConflicts: 1 \ No newline at end of file diff --git a/example_systems/11_three_zones_CCS_solvent_storage/settings/gurobi_settings.yml b/example_systems/11_three_zones_CCS_solvent_storage/settings/gurobi_settings.yml new file mode 100644 index 0000000000..da53ee9f2c --- /dev/null +++ b/example_systems/11_three_zones_CCS_solvent_storage/settings/gurobi_settings.yml @@ -0,0 +1,15 @@ +# Gurobi Solver Parameters +# Common solver settings +# Feasib_Tol: 1.0e-05 # Constraint (primal) feasibility tolerances. +# Optimal_Tol: 1e-5 # Dual feasibility tolerances. +# TimeLimit: 110000 # Limits total time solver. +# Pre_Solve: 1 # Controls presolve level. +Method: 2 # Algorithm used to solve continuous models (including MIP root relaxation). + +#Gurobi-specific solver settings +MIPGap: 1e-3 # Relative (p.u. of optimal) mixed integer optimality tolerance for MIP problems (ignored otherwise). +BarConvTol: 1.0e-03 # Barrier convergence tolerance (determines when barrier terminates). +# NumericFocus: 0 # Numerical precision emphasis. +Crossover: 0 # Barrier crossver strategy. +# PreDual: 0 # Decides whether presolve should pass the primal or dual linear programming problem to the LP optimization algorithm. +# AggFill: 10 # Allowed fill during presolve aggregation. diff --git a/example_systems/11_three_zones_CCS_solvent_storage/settings/highs_settings.yml b/example_systems/11_three_zones_CCS_solvent_storage/settings/highs_settings.yml new file mode 100644 index 0000000000..e4f1ad0245 --- /dev/null +++ b/example_systems/11_three_zones_CCS_solvent_storage/settings/highs_settings.yml @@ -0,0 +1,11 @@ +# HiGHS Solver Parameters +# Common solver settings +Feasib_Tol: 1.0e-05 # Primal feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +Optimal_Tol: 1.0e-05 # Dual feasibility tolerance # [type: double, advanced: false, range: [1e-10, inf], default: 1e-07] +TimeLimit: 1.0e23 # Time limit # [type: double, advanced: false, range: [0, inf], default: inf] +Pre_Solve: choose # Presolve option: "off", "choose" or "on" # [type: string, advanced: false, default: "choose"] +Method: ipm #HiGHS-specific solver settings # Solver option: "simplex", "choose" or "ipm" # [type: string, advanced: false, default: "choose"] + +# run the crossover routine for ipx +# [type: string, advanced: "on", range: {"off", "on"}, default: "off"] +run_crossover: "on" diff --git a/example_systems/11_three_zones_CCS_solvent_storage/settings/time_domain_reduction_settings.yml b/example_systems/11_three_zones_CCS_solvent_storage/settings/time_domain_reduction_settings.yml new file mode 100644 index 0000000000..115dacd41a --- /dev/null +++ b/example_systems/11_three_zones_CCS_solvent_storage/settings/time_domain_reduction_settings.yml @@ -0,0 +1,151 @@ +##### +# +# TIME DOMAIN REDUCTION SETTINGS +# +# Set parameters here that organize how your full timeseries +# data will be divided into representative period clusters. +# Ensure that time_domain_reduction is set to 1 in GenX_settings.yml +# before running. Run within GenX or use PreCluster.jl to test and +# examine representative period output before proceeding. +# Specify your data input directory as inpath within Run_test.jl +# or PreCluster.jl. +# +##### + + # - TimestepsPerRepPeriod + # Typically 168 timesteps (e.g., hours) per period, this designates + # the length of each representative period. +TimestepsPerRepPeriod: 168 + + # - ClusterMethod + # Either 'kmeans' or 'kmedoids', this designates the method used to cluster + # periods and determine each point's representative period. +ClusterMethod: 'kmeans' + + # - ScalingMethod + # Either 'N' or 'S', this designates directs the module to normalize ([0,1]) + # or standardize (mean 0, variance 1) the input data. +ScalingMethod: "S" + + # - MaxPeriods + # The maximum number of periods - both clustered periods and extreme periods - + # that may be used to represent the input data. If IterativelyAddPeriods is on and the + # error threshold is never met, this will be the total number of periods. +MaxPeriods: 8 + + # - MinPeriods + # The minimum number of periods used to represent the input data. If using + # UseExtremePeriods, this must be at least the number of extreme periods requests. If + # IterativelyAddPeriods if off, this will be the total number of periods. +MinPeriods: 12 + + # - IterativelyAddPeriods + # Either 'yes' or 'no', this designates whether or not to add periods + # until the error threshold between input data and represented data is met or the maximum + # number of periods is reached. +IterativelyAddPeriods: 1 + + # - IterateMethod + # Either 'cluster' or 'extreme', this designates whether to add clusters to + # the kmeans/kmedoids method or to set aside the worst-fitting periods as a new extreme periods. + # The default option is 'cluster'. +IterateMethod: "cluster" + + # - Threshold + # Iterative period addition will end if the period farthest (Euclidean Distance) + # from its representative period is within this percentage of the total possible error (for normalization) + # or ~95% of the total possible error (for standardization). E.g., for a threshold of 0.01, + # every period must be within 1% of the spread of possible error before the clustering + # iterations will terminate (or until the max number of periods is reached). +Threshold: 0.05 + + # - nReps + # The number of times to repeat each kmeans/kmedoids clustering at the same setting. +nReps: 100 + + # - DemandWeight + # Default 1, this is an optional multiplier on demand columns in order to prioritize + # better fits for demand profiles over resource capacity factor profiles. +DemandWeight: 1 + + # - WeightTotal + # Default 8760, the sum to which the relative weights of representative periods will be scaled. +WeightTotal: 8760 + + # - ClusterFuelPrices + # Either 1 (yes) or 0 (no), this indicates whether or not to use the fuel price + # time series in Fuels_data.csv in the clustering process. If 0, this function will still write + # Fuels_data_clustered.csv with reshaped fuel prices based on the number and size of the + # representative weeks, assuming a constant time series of fuel prices with length equal to the + # number of timesteps in the raw input data. +ClusterFuelPrices: 1 + + # - UseExtremePeriods + # Either 'yes' or 'no', this designates whether or not to include + # outliers (by performance or demand/resource extreme) as their own representative periods. + # This setting automatically includes the periods with maximum demand, minimum solar cf and + # minimum wind cf as extreme periods. +UseExtremePeriods: 1 + + # - MultiStageConcatenate + # (Only considered if MultiStage = 1 in genx_settings.yml) + # If 1, this designates that the model should time domain reduce the input data + # of all model stages together. Else if 0, the model will time domain reduce each + # stage separately +MultiStageConcatenate: 0 + +# STILL IN DEVELOPMENT - Currently just uses integral max demand, integral min PV and wind. +# - ExtremePeriods +# Use this to define which periods to be included among the final representative periods +# as "Extreme Periods". +# Select by profile type: demand ("Demand"), solar PV capacity factors ("PV"), and wind capacity factors ("Wind"). +# Select whether to examine these profiles by zone ("Zone") or across the whole system ("System"). +# Select whether to look for absolute max/min at the timestep level ("Absolute") +# or max/min sum across the period ("Integral"). +# Select whether you want the maximum ("Max") or minimum ("Min") (of the prior type) for each profile type. +ExtremePeriods: + Demand: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 + System: + Absolute: + Max: 1 + Min: 0 + Integral: + Max: 0 + Min: 0 + PV: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 1 + System: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 + Wind: + Zone: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 1 + System: + Absolute: + Max: 0 + Min: 0 + Integral: + Max: 0 + Min: 0 diff --git a/example_systems/11_three_zones_CCS_solvent_storage/system/Demand_data.csv b/example_systems/11_three_zones_CCS_solvent_storage/system/Demand_data.csv new file mode 100644 index 0000000000..8aa3bd4e4c --- /dev/null +++ b/example_systems/11_three_zones_CCS_solvent_storage/system/Demand_data.csv @@ -0,0 +1,8761 @@ +Voll,Demand_Segment,Cost_of_Demand_Curtailment_per_MW,Max_Demand_Curtailment,$/MWh,Rep_Periods,Timesteps_per_Rep_Period,Sub_Weights,Time_Index,Demand_MW_z1,Demand_MW_z2,Demand_MW_z3 +50000,1,1,1,2000,1,8760,8760,1,7850,2242,1070 +,2,0.9,0.04,1800,,,,2,7424,2120,1012 +,3,0.55,0.024,1100,,,,3,7107,2029,969 +,4,0.2,0.003,400,,,,4,6947,1984,947 +,,,,,,,,5,6922,1977,944 +,,,,,,,,6,7045,2012,960 +,,,,,,,,7,7307,2087,996 +,,,,,,,,8,7544,2154,1029 +,,,,,,,,9,7946,2269,1083 +,,,,,,,,10,8340,2382,1137 +,,,,,,,,11,8578,2449,1169 +,,,,,,,,12,8666,2474,1181 +,,,,,,,,13,8707,2487,1187 +,,,,,,,,14,8630,2464,1176 +,,,,,,,,15,8544,2440,1165 +,,,,,,,,16,8594,2454,1171 +,,,,,,,,17,9431,2693,1286 +,,,,,,,,18,10225,2920,1394 +,,,,,,,,19,10165,2903,1386 +,,,,,,,,20,9854,2815,1343 +,,,,,,,,21,9490,2710,1294 +,,,,,,,,22,8982,2565,1225 +,,,,,,,,23,8353,2385,1139 +,,,,,,,,24,7648,2184,1042 +,,,,,,,,25,7051,2013,961 +,,,,,,,,26,6689,1910,912 +,,,,,,,,27,6515,1861,888 +,,,,,,,,28,6476,1849,883 +,,,,,,,,29,6618,1890,902 +,,,,,,,,30,6980,1993,951 +,,,,,,,,31,7523,2148,1025 +,,,,,,,,32,7968,2275,1086 +,,,,,,,,33,8513,2431,1161 +,,,,,,,,34,9072,2591,1236 +,,,,,,,,35,9482,2708,1292 +,,,,,,,,36,9650,2755,1316 +,,,,,,,,37,9635,2751,1313 +,,,,,,,,38,9572,2734,1305 +,,,,,,,,39,9542,2725,1301 +,,,,,,,,40,9687,2766,1321 +,,,,,,,,41,10596,3026,1444 +,,,,,,,,42,11515,3289,1570 +,,,,,,,,43,11414,3260,1556 +,,,,,,,,44,11138,3181,1519 +,,,,,,,,45,10688,3052,1457 +,,,,,,,,46,9979,2850,1360 +,,,,,,,,47,9100,2599,1241 +,,,,,,,,48,8304,2372,1132 +,,,,,,,,49,7776,2221,1060 +,,,,,,,,50,7513,2145,1024 +,,,,,,,,51,7386,2109,1007 +,,,,,,,,52,7401,2114,1009 +,,,,,,,,53,7667,2189,1045 +,,,,,,,,54,8455,2414,1152 +,,,,,,,,55,9848,2812,1343 +,,,,,,,,56,10629,3035,1449 +,,,,,,,,57,10761,3073,1467 +,,,,,,,,58,10835,3094,1477 +,,,,,,,,59,10932,3122,1490 +,,,,,,,,60,10950,3127,1493 +,,,,,,,,61,10905,3115,1487 +,,,,,,,,62,10890,3111,1484 +,,,,,,,,63,10849,3098,1479 +,,,,,,,,64,10999,3141,1499 +,,,,,,,,65,11858,3386,1616 +,,,,,,,,66,12796,3654,1745 +,,,,,,,,67,12821,3661,1748 +,,,,,,,,68,12605,3600,1719 +,,,,,,,,69,12195,3483,1663 +,,,,,,,,70,11476,3277,1565 +,,,,,,,,71,10515,3003,1434 +,,,,,,,,72,9674,2763,1319 +,,,,,,,,73,9151,2614,1247 +,,,,,,,,74,8876,2535,1210 +,,,,,,,,75,8736,2495,1191 +,,,,,,,,76,8752,2499,1193 +,,,,,,,,77,8990,2568,1226 +,,,,,,,,78,9733,2780,1327 +,,,,,,,,79,11084,3166,1511 +,,,,,,,,80,11820,3376,1611 +,,,,,,,,81,11834,3380,1614 +,,,,,,,,82,11803,3371,1609 +,,,,,,,,83,11777,3363,1605 +,,,,,,,,84,11661,3330,1590 +,,,,,,,,85,11494,3283,1567 +,,,,,,,,86,11395,3255,1554 +,,,,,,,,87,11306,3229,1541 +,,,,,,,,88,11423,3262,1557 +,,,,,,,,89,12221,3491,1666 +,,,,,,,,90,12871,3676,1755 +,,,,,,,,91,12772,3647,1741 +,,,,,,,,92,12474,3562,1701 +,,,,,,,,93,11997,3426,1635 +,,,,,,,,94,11207,3201,1528 +,,,,,,,,95,10201,2914,1391 +,,,,,,,,96,9270,2648,1264 +,,,,,,,,97,8676,2478,1182 +,,,,,,,,98,8358,2387,1140 +,,,,,,,,99,8198,2341,1117 +,,,,,,,,100,8168,2333,1114 +,,,,,,,,101,8378,2393,1142 +,,,,,,,,102,9065,2589,1236 +,,,,,,,,103,10371,2962,1414 +,,,,,,,,104,11136,3181,1518 +,,,,,,,,105,11217,3204,1530 +,,,,,,,,106,11267,3218,1536 +,,,,,,,,107,11216,3203,1530 +,,,,,,,,108,11059,3159,1508 +,,,,,,,,109,10923,3119,1489 +,,,,,,,,110,10869,3104,1482 +,,,,,,,,111,10783,3080,1470 +,,,,,,,,112,10853,3100,1479 +,,,,,,,,113,11542,3296,1574 +,,,,,,,,114,12297,3512,1676 +,,,,,,,,115,12252,3499,1671 +,,,,,,,,116,11974,3420,1632 +,,,,,,,,117,11527,3292,1571 +,,,,,,,,118,10788,3081,1471 +,,,,,,,,119,9795,2797,1335 +,,,,,,,,120,8937,2553,1218 +,,,,,,,,121,8376,2392,1141 +,,,,,,,,122,8071,2305,1100 +,,,,,,,,123,7915,2260,1079 +,,,,,,,,124,7876,2249,1074 +,,,,,,,,125,8068,2304,1100 +,,,,,,,,126,8750,2499,1193 +,,,,,,,,127,10032,2865,1368 +,,,,,,,,128,10800,3085,1473 +,,,,,,,,129,10890,3110,1484 +,,,,,,,,130,10901,3113,1486 +,,,,,,,,131,10853,3100,1479 +,,,,,,,,132,10692,3053,1458 +,,,,,,,,133,10515,3003,1434 +,,,,,,,,134,10423,2976,1421 +,,,,,,,,135,10278,2935,1401 +,,,,,,,,136,10327,2950,1408 +,,,,,,,,137,10930,3121,1490 +,,,,,,,,138,11507,3286,1569 +,,,,,,,,139,11322,3234,1544 +,,,,,,,,140,10996,3140,1499 +,,,,,,,,141,10561,3016,1440 +,,,,,,,,142,9994,2855,1363 +,,,,,,,,143,9224,2635,1257 +,,,,,,,,144,8432,2408,1150 +,,,,,,,,145,7819,2234,1066 +,,,,,,,,146,7480,2136,1020 +,,,,,,,,147,7296,2083,994 +,,,,,,,,148,7221,2063,984 +,,,,,,,,149,7293,2083,994 +,,,,,,,,150,7571,2162,1032 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+,Network_zones,Network_Lines,Start_Zone,End_Zone,Line_Max_Flow_MW,transmission_path_name,distance_mile,Line_Loss_Percentage,Line_Max_Reinforcement_MW,Line_Reinforcement_Cost_per_MWyr,DerateCapRes_1,CapRes_1,CapRes_Excl_1 +MA,z1,1,1,2,2950,MA_to_CT,123.0584,0.012305837,2950,12060,0.95,0,0 +CT,z2,2,1,3,2000,MA_to_ME,196.5385,0.019653847,2000,19261,0.95,0,0 +ME,z3,,,,,,,,,,,, \ No newline at end of file diff --git a/src/load_inputs/load_resources_data.jl b/src/load_inputs/load_resources_data.jl index 22d52f9258..671ecc07e6 100644 --- a/src/load_inputs/load_resources_data.jl +++ b/src/load_inputs/load_resources_data.jl @@ -16,7 +16,8 @@ function _get_resource_info() must_run = (filename = "Must_run.csv", type = MustRun), electrolyzer = (filename = "Electrolyzer.csv", type = Electrolyzer), vre_stor = (filename = "Vre_stor.csv", type = VreStorage), - allam_cycle_lox = (filename = "Allam_Cycle_LOX.csv", type = AllamCycleLOX)) + allam_cycle_lox = (filename = "Allam_Cycle_LOX.csv", type = AllamCycleLOX), + ccs_solvent_storage = (filename = "CCS_Solvent_Storage.csv", type = CCSSolventStorage)) return resource_info end @@ -65,7 +66,8 @@ function _get_summary_map() :Vre => "VRE", :MustRun => "Must_run", :VreStorage => "VRE_and_storage", - :AllamCycleLOX => "Allam_Cycle_LOX") + :AllamCycleLOX => "Allam_Cycle_LOX", + :CCSSolventStorage => "CCS_Solvent_Storage") max_length = maximum(length.(values(names_map))) for (k, v) in names_map names_map[k] = v * repeat(" ", max_length - length(v)) @@ -194,9 +196,7 @@ See documentation for descriptions of each column being scaled. # Arguments - `allamcycle_in` (DataFrame): A dataframe containing data for flexible ccs (e.g, AllamCycle or -storage coupled NGCC-CCS) -- `scale_factor` (Float64): A scaling factor for energy and currency units. - + scale_ccssolventstorage_data!(ccs_solvent_storage_in::DataFrame, scale_factor::Float64) """ function scale_allamcycle_data!(allamcycle_in::DataFrame, scale_factor::Float64) columns_to_scale = [ @@ -237,6 +237,88 @@ function scale_allamcycle_data!(allamcycle_in::DataFrame, scale_factor::Float64) return nothing end +""" + scale_ccs_solvent_storage_data!(ccs_solvent_storage_in::DataFrame, scale_factor::Float64) + +Scales ccs_solvent_storage attributes in-place if necessary. Generally, these scalings converts energy and power units from MW to GW and \$/MW to \$M/GW. Both are done by dividing the values by 1000. +See documentation for descriptions of each column being scaled. + +# Arguments +- `ccs_solvent_storage_in` (DataFrame): A dataframe containing data for flexible ccs (e.g, AllamCycle or +storage coupled NGCC-CCS) +- `scale_factor` (Float64): A scaling factor for energy and currency units. + +""" +function scale_ccs_solvent_storage_data!(ccs_solvent_storage_in::DataFrame, scale_factor::Float64) + columns_to_scale = [ + :existing_cap_mw_gasturbine, # to GW + :existing_cap_mw_steamturbine, # to GW + :existing_cap_ton_absorber, # to kt + :existing_cap_mw_compressor, # to GW + :existing_cap_ton_regenerator, # to kt + :existing_cap_ton_solventstorage_rich, # to kt + :existing_cap_ton_solventstorage_lean, # to kt + + :cap_size_mw_gasturbine, + :cap_size_mw_steamturbine, + :cap_size_ton_absorber, + :cap_size_mw_compressor, + :cap_size_ton_regenerator, + :cap_size_ton_solventstorage_rich, + :cap_size_ton_solventstorage_lean, + + :min_cap_gasturbine, + :max_cap_gasturbine, + :min_cap_steamturbine, + :max_cap_steamturbine, + :min_ton_absorber, + :max_ton_absorber, + :min_mw_compressor, + :max_mw_compressor, + :min_ton_regenerator, + :max_ton_regenerator, + :min_ton_solventstorage_rich, + :max_ton_solventstorage_rich, + :min_ton_solventstorage_lean, + :max_ton_solventstorage_lean, + + :inv_cost_per_mwyr_gasturbine, # to $M/GW/yr + :inv_cost_per_mwyr_steamturbine, # to $M/GW/yr + :inv_cost_per_tonyr_absorber, # to $M/kt/yr + :inv_cost_per_mwyr_compressor, # to $M/GW/yr + :inv_cost_per_tonyr_regenerator, # to $M/kt/yr + :inv_cost_per_tonyr_solventstorage_rich, # to $M/kt/yr + :inv_cost_per_tonyr_solventstorage_lean, # to $M/kt/yr + + :fixed_om_cost_per_mwyr_gasturbine, + :fixed_om_cost_per_mwyr_steamturbine, + :fixed_om_cost_per_tonyr_absorber, + :fixed_om_cost_per_mwyr_compressor, + :fixed_om_cost_per_tonyr_regenerator, + :fixed_om_cost_per_tonyr_solventstorage_rich, + :fixed_om_cost_per_tonyr_solventstorage_lean, + + :var_om_cost_per_mwh_gasturbine, # to $M/GWh + :var_om_cost_per_mwh_steamturbine, # to $M/GWh + :var_om_cost_per_ton_absorber, # to $M/kt + :var_om_cost_per_mwh_compressor, # to $M/GWh + :var_om_cost_per_ton_regenerator, # to $M/kt + :var_om_cost_per_ton_solventstorage_rich, # to $M/kt + :var_om_cost_per_ton_solventstorage_lean, # to $M/kt + + :start_cost_per_mw_gasturbine, # to $M/GW + :start_cost_per_mw_steamturbine, # to $M/GW + :start_cost_per_ton_absorber, # to $M/kt + :start_cost_per_mw_compressor, # to $M/GW + :start_cost_per_ton_regenerator, # to $M/kt + :start_cost_per_ton_solventstorage_rich, # to $M/kt + :start_cost_per_ton_solventstorage_lean, # to $M/kt + ] + + scale_columns!(ccs_solvent_storage_in, columns_to_scale, scale_factor) + return nothing +end + """ scale_columns!(df::DataFrame, columns_to_scale::Vector{Symbol}, scale_factor::Float64) @@ -281,6 +363,7 @@ function load_resource_df(path::AbstractString, scale_factor::Float64, resource_ # scale vre_stor columns if necessary resource_type == VreStorage && scale_vre_stor_data!(resource_in, scale_factor) resource_type == AllamCycleLOX && scale_allamcycle_data!(resource_in, scale_factor) + resource_type == CCSSolventStorage && scale_ccs_solvent_storage_data!(resource_in, scale_factor) return resource_in end @@ -1460,6 +1543,58 @@ function add_resources_to_input_data!(inputs::Dict, end inputs["allam_dict"] = allam_dict + # CCS with solvent storage + inputs["CCS_SOLVENT_STORAGE"] = ccs_solvent_storage(gen) + + # reconstruct a dictionary to store component-wise data for CCS with solvent storage. + # the order must follow gas turbine -> steam turbine -> absorber -> compressor -> regenerator -> rich solvent storage -> lean solvent storage + solvent_storage_dict = Dict() + for y in inputs["CCS_SOLVENT_STORAGE"] + solvent_storage_dict[y, "inv_cost"] = inv_cost_per_mwyr_gasturbine(gen[y]), inv_cost_per_mwyr_steamturbine(gen[y]), + inv_cost_per_tonyr_absorber(gen[y]), inv_cost_per_mwyr_compressor(gen[y]), + inv_cost_per_tonyr_regenerator(gen[y]), inv_cost_per_tonyr_solventstorage_rich(gen[y]), + inv_cost_per_tonyr_solventstorage_lean(gen[y]) + solvent_storage_dict[y, "fom_cost"] = fixed_om_cost_per_mwyr_gasturbine(gen[y]), fixed_om_cost_per_mwyr_steamturbine(gen[y]), + fixed_om_cost_per_tonyr_absorber(gen[y]), fixed_om_cost_per_mwyr_compressor(gen[y]), + fixed_om_cost_per_tonyr_regenerator(gen[y]), fixed_om_cost_per_tonyr_solventstorage_rich(gen[y]), + fixed_om_cost_per_tonyr_solventstorage_lean(gen[y]) + solvent_storage_dict[y, "vom_cost"] = var_om_cost_per_mwh_gasturbine(gen[y]), var_om_cost_per_mwh_steamturbine(gen[y]), + var_om_cost_per_ton_absorber(gen[y]), var_om_cost_per_mwh_compressor(gen[y]), + var_om_cost_per_ton_regenerator(gen[y]), var_om_cost_per_ton_solventstorage_rich(gen[y]), + var_om_cost_per_ton_solventstorage_lean(gen[y]) + solvent_storage_dict[y, "cap_size"] = cap_size_mw_gasturbine(gen[y]), cap_size_mw_steamturbine(gen[y]), + cap_size_ton_absorber(gen[y]), cap_size_mw_compressor(gen[y]), + cap_size_ton_regenerator(gen[y]), cap_size_ton_solventstorage_rich(gen[y]), + cap_size_ton_solventstorage_lean(gen[y]) + solvent_storage_dict[y, "start_cost"] = start_cost_per_mw_gasturbine(gen[y]), start_cost_per_mw_steamturbine(gen[y]), + start_cost_per_ton_absorber(gen[y]), start_cost_per_mw_compressor(gen[y]), + start_cost_per_ton_regenerator(gen[y]), start_cost_per_ton_solventstorage_rich(gen[y]), + start_cost_per_ton_solventstorage_lean(gen[y]) + solvent_storage_dict[y,"start_fuel"] = start_fuel_mmbtu_per_mw_gasturbine(gen[y]), start_fuel_mmbtu_per_mw_steamturbine(gen[y]), + 0, 0, 0, 0, 0 + solvent_storage_dict[y, "min_power"] = min_power_gasturbine(gen[y]), min_power_steamturbine(gen[y]), + min_power_absorber(gen[y]), min_power_compressor(gen[y]), + min_power_regenerator(gen[y]) + solvent_storage_dict[y, "up_time"] = up_time_gasturbine(gen[y]), up_time_steamturbine(gen[y]), + up_time_absorber(gen[y]), up_time_compressor(gen[y]), + up_time_regenerator(gen[y]), 0, 0 + solvent_storage_dict[y, "down_time"] = dn_time_gasturbine(gen[y]), dn_time_steamturbine(gen[y]), + dn_time_absorber(gen[y]), dn_time_compressor(gen[y]), + dn_time_regenerator(gen[y]), 0, 0 + solvent_storage_dict[y, "ramp_up"] = ramp_up_gasturbine(gen[y]), ramp_up_steamturbine(gen[y]), + ramp_up_absorber(gen[y]), ramp_up_compressor(gen[y]), + ramp_up_regenerator(gen[y]), 0, 0 + solvent_storage_dict[y, "ramp_dn"] = ramp_dn_gasturbine(gen[y]), ramp_dn_steamturbine(gen[y]), + ramp_dn_absorber(gen[y]), ramp_dn_compressor(gen[y]), + ramp_dn_regenerator(gen[y]), 0, 0 + solvent_storage_dict[y, "existing_cap"] = existing_cap_mw_gasturbine(gen[y]), existing_cap_mw_steamturbine(gen[y]), + existing_cap_ton_absorber(gen[y]), existing_cap_mw_compressor(gen[y]), + existing_cap_ton_regenerator(gen[y]), existing_cap_ton_solventstorage_rich(gen[y]), + existing_cap_ton_solventstorage_lean(gen[y]) + end + + inputs["solvent_storage_dict"] = solvent_storage_dict + # Names of resources inputs["RESOURCE_NAMES"] = resource_name(gen) diff --git a/src/model/core/co2.jl b/src/model/core/co2.jl index 64e05e2714..27bb4d583e 100644 --- a/src/model/core/co2.jl +++ b/src/model/core/co2.jl @@ -59,7 +59,8 @@ function co2!(EP::Model, inputs::Dict) Z = inputs["Z"] # Number of zones MULTI_FUELS = inputs["MULTI_FUELS"] SINGLE_FUEL = inputs["SINGLE_FUEL"] - CCS = inputs["CCS"] + CCS = inputs["CCS"] # including CCS_SOLVENT_STORAGE + CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] fuel_CO2 = inputs["fuel_CO2"] # CO2 content of fuel (t CO2/MMBTU or ktCO2/Billion BTU) omega = inputs["omega"] @@ -85,28 +86,40 @@ function co2!(EP::Model, inputs::Dict) @info "Using the CO2 module to determine the CO2 emissions of CCS-equipped plants" # CO2_Capture_Fraction refers to the CO2 capture rate of CCS equiped power plants at a steady state # CO2_Capture_Fraction_Startup refers to the CO2 capture rate of CCS equiped power plants during startup events - @expression(EP, eEmissionsByPlant[y = 1:G, t = 1:T], if y in SINGLE_FUEL - (1 - biomass(gen[y]) - co2_capture_fraction(gen[y])) * EP[:vFuel][y, t] * - fuel_CO2[fuel(gen[y])] + - (1 - biomass(gen[y]) - co2_capture_fraction_startup(gen[y])) * - EP[:eStartFuel][y, t] * fuel_CO2[fuel(gen[y])] + if y in CCS_SOLVENT_STORAGE + EP[:eEmissionsByPlant_CCS_SS][y, t] + else + (1 - biomass(gen[y]) - co2_capture_fraction(gen[y])) * EP[:vFuel][y, t] * + fuel_CO2[fuel(gen[y])] + + (1 - biomass(gen[y]) - co2_capture_fraction_startup(gen[y])) * + EP[:eStartFuel][y, t] * fuel_CO2[fuel(gen[y])] + end else - sum((1 - biomass(gen[y]) - co2_capture_fraction(gen[y])) * - EP[:vMulFuels][y, i, t] * fuel_CO2[fuel_cols(gen[y], tag = i)] - for i in 1:max_fuels) + - sum((1 - biomass(gen[y]) - co2_capture_fraction_startup(gen[y])) * - EP[:vMulStartFuels][y, i, t] * fuel_CO2[fuel_cols(gen[y], tag = i)] - for i in 1:max_fuels) + if y in CCS_SOLVENT_STORAGE + println("Error: CCS with solvent storage is not compatiable with multi fuels") + else + sum((1 - biomass(gen[y]) - co2_capture_fraction(gen[y])) * + EP[:vMulFuels][y, i, t] * fuel_CO2[fuel_cols(gen[y], tag = i)] + for i in 1:max_fuels) + + sum((1 - biomass(gen[y]) - co2_capture_fraction_startup(gen[y])) * + EP[:vMulStartFuels][y, i, t] * fuel_CO2[fuel_cols(gen[y], tag = i)] + for i in 1:max_fuels) + end end) # CO2 captured from power plants in "Generators_data.csv" + absorber = 3 # index for the absorber in CCS_SOLVENT_STORAGE @expression(EP, eEmissionsCaptureByPlant[y in CCS, t = 1:T], if y in SINGLE_FUEL - co2_capture_fraction(gen[y]) * EP[:vFuel][y, t] * fuel_CO2[fuel(gen[y])] + - co2_capture_fraction_startup(gen[y]) * EP[:eStartFuel][y, t] * - fuel_CO2[fuel(gen[y])] + if y in CCS_SOLVENT_STORAGE + EP[:vOutput_CCS_SS][y, absorber, t] + else + co2_capture_fraction(gen[y]) * EP[:vFuel][y, t] * fuel_CO2[fuel(gen[y])] + + co2_capture_fraction_startup(gen[y]) * EP[:eStartFuel][y, t] * + fuel_CO2[fuel(gen[y])] + end else sum(co2_capture_fraction(gen[y]) * EP[:vMulFuels][y, i, t] * fuel_CO2[fuel_cols(gen[y], tag = i)] for i in 1:max_fuels) + diff --git a/src/model/core/discharge/discharge.jl b/src/model/core/discharge/discharge.jl index 073c755cc7..3e5aaeb0de 100644 --- a/src/model/core/discharge/discharge.jl +++ b/src/model/core/discharge/discharge.jl @@ -19,6 +19,8 @@ function discharge!(EP::Model, inputs::Dict, setup::Dict) T = inputs["T"] # Number of time steps Z = inputs["Z"] # Number of zones + CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] # Set of Allam Cycle generators (indices) + ### Variables ### # Energy injected into the grid by resource "y" at hour "t" @@ -43,7 +45,7 @@ function discharge!(EP::Model, inputs::Dict, setup::Dict) if setup["EnergyShareRequirement"] >= 1 @expression(EP, eESRDischarge[ESR = 1:inputs["nESR"]], +sum(inputs["omega"][t] * esr(gen[y], tag = ESR) * EP[:vP][y, t] - for y in ids_with_policy(gen, esr, tag = ESR), t in 1:T) + for y in setdiff(ids_with_policy(gen, esr, tag = ESR), CCS_SOLVENT_STORAGE), t in 1:T) -sum(inputs["dfESR"][z, ESR] * inputs["omega"][t] * inputs["pD"][t, z] for z in findall(x -> x > 0, inputs["dfESR"][:, ESR]), t in 1:T)) add_similar_to_expression!(EP[:eESR], eESRDischarge) diff --git a/src/model/core/discharge/investment_discharge.jl b/src/model/core/discharge/investment_discharge.jl index 0bacdcdbfe..52e8cc5be8 100755 --- a/src/model/core/discharge/investment_discharge.jl +++ b/src/model/core/discharge/investment_discharge.jl @@ -45,6 +45,7 @@ function investment_discharge!(EP::Model, inputs::Dict, setup::Dict) COMMIT = inputs["COMMIT"] # Set of all resources eligible for unit commitment RETROFIT_CAP = inputs["RETROFIT_CAP"] # Set of all resources being retrofitted ALLAM_CYCLE_LOX = inputs["ALLAM_CYCLE_LOX"] # Set of allam cycle resources + CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] # Set of flexible ccs: NGCC + solvent storage ### Variables ### @@ -193,14 +194,14 @@ function investment_discharge!(EP::Model, inputs::Dict, setup::Dict) if setup["MinCapReq"] == 1 @expression(EP, eMinCapResInvest[mincap = 1:inputs["NumberOfMinCapReqs"]], - sum(EP[:eTotalCap][y] for y in setdiff(ids_with_policy(gen, min_cap, tag = mincap), ALLAM_CYCLE_LOX))) + sum(EP[:eTotalCap][y] for y in setdiff(ids_with_policy(gen, min_cap, tag = mincap), union(ALLAM_CYCLE_LOX, CCS_SOLVENT_STORAGE)))) add_similar_to_expression!(EP[:eMinCapRes], eMinCapResInvest) end if setup["MaxCapReq"] == 1 @expression(EP, eMaxCapResInvest[maxcap = 1:inputs["NumberOfMaxCapReqs"]], - sum(EP[:eTotalCap][y] for y in setdiff(ids_with_policy(gen, max_cap, tag = maxcap), ALLAM_CYCLE_LOX))) + sum(EP[:eTotalCap][y] for y in setdiff(ids_with_policy(gen, max_cap, tag = maxcap), union(ALLAM_CYCLE_LOX, CCS_SOLVENT_STORAGE)))) add_similar_to_expression!(EP[:eMaxCapRes], eMaxCapResInvest) end end diff --git a/src/model/core/fuel.jl b/src/model/core/fuel.jl index 36d0863288..cc716a911a 100644 --- a/src/model/core/fuel.jl +++ b/src/model/core/fuel.jl @@ -95,6 +95,7 @@ function fuel!(EP::Model, inputs::Dict, setup::Dict) MULTI_FUELS = inputs["MULTI_FUELS"] SINGLE_FUEL = inputs["SINGLE_FUEL"] ALLAM_CYCLE_LOX = inputs["ALLAM_CYCLE_LOX"] + CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] RESOURCES_BY_ZONE = map(1:Z) do z return resources_in_zone_by_rid(gen, z) @@ -243,7 +244,7 @@ function fuel!(EP::Model, inputs::Dict, setup::Dict) end RESOURCES_BY_SINGLE_FUEL = map(1:NUM_FUEL) do f - return intersect(setdiff(resources_with_fuel(gen, fuels[f]), ALLAM_CYCLE_LOX), SINGLE_FUEL) + return intersect(setdiff(resources_with_fuel(gen, fuels[f]), union(ALLAM_CYCLE_LOX, CCS_SOLVENT_STORAGE)), SINGLE_FUEL) end @expression(EP, eFuelConsumption_single[f in 1:NUM_FUEL, t in 1:T], sum(EP[:vFuel][y, t] + EP[:eStartFuel][y, t] @@ -264,7 +265,7 @@ function fuel!(EP::Model, inputs::Dict, setup::Dict) @constraint(EP, cFuelCalculation_single[ - y in intersect(SINGLE_FUEL, setdiff(setdiff(HAS_FUEL, THERM_COMMIT),ALLAM_CYCLE_LOX)), + y in intersect(SINGLE_FUEL, setdiff(HAS_FUEL, union(THERM_COMMIT, ALLAM_CYCLE_LOX, CCS_SOLVENT_STORAGE))) t = 1:T], EP[:vFuel][y, t] - EP[:vP][y, t] * heat_rate_mmbtu_per_mwh(gen[y])==0) diff --git a/src/model/generate_model.jl b/src/model/generate_model.jl index 35db927611..7207940269 100644 --- a/src/model/generate_model.jl +++ b/src/model/generate_model.jl @@ -137,6 +137,11 @@ function generate_model(setup::Dict, inputs::Dict, OPTIMIZER::MOI.OptimizerWithA fuel!(EP, inputs, setup) + # Model constraints, variables, expressions related to CCS Solvent Storage + if !isempty(inputs["CCS_SOLVENT_STORAGE"]) + ccs_solvent_storage!(EP, inputs, setup) + end + co2!(EP, inputs) if setup["OperationalReserves"] > 0 @@ -209,6 +214,7 @@ function generate_model(setup::Dict, inputs::Dict, OPTIMIZER::MOI.OptimizerWithA (!isempty(inputs["VRE_STOR"]) && !isempty(inputs["VS_ELEC"])) electrolyzer!(EP, inputs, setup) end + # Policies if setup["OperationalReserves"] > 0 diff --git a/src/model/resources/flexible_ccs/ccs_solvent_storage.jl b/src/model/resources/flexible_ccs/ccs_solvent_storage.jl new file mode 100644 index 0000000000..9061fabb23 --- /dev/null +++ b/src/model/resources/flexible_ccs/ccs_solvent_storage.jl @@ -0,0 +1,348 @@ +@doc raw""" +ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) +This module models the flexible ccs with solvent storage tank. +In this module, the key components of a flexible CCS gas plant are break down into mutiple components with independent capacity decisions: + - gas turbines + - steam turbines + - CO2 absorber + - CO2 compressor + - CO2 regenerator + - rich solvent storage tank + - lean solvent storage tank + +**Important expressions** +1. Fuel flow +```math +\begin{aligned} + \Pi_{y,z}^{net} = \Pi_{y,sco2turbine,t} - \Pi_{y,asu,t} - \Pi_{y,aux,t} - \Theta_{y,t} +\end{aligned} +``` + +2. CO2 flow + +3. Steam flow + +4. Power flow + +**Important constraints** +1. liquid oxygen storage mass balance: the state of the liquid oxygen storage at hour $h$ is determined by the state of the liquid oxygen storage at hour $h-1$, and of the production and consumption of liquid oxygen at hour $h$. +```math +\begin{aligned} + \Gamma_{y,t} =\Gamma_{y,t-1} + \Pi_{y,asu,t}\$O2_production_rate$ - \frac{\Pi_{y,sco2turbine,t}}{$O2_consumption_rate$_{y}} +\end{aligned} +``` + +2. power consumption by ASU: when the electricity prices are low, ASU can also use electricity from the grid (\Theta_{y,z}) to produce oxygen and the energy consumption ($\Pi_{y,aux,z}$) by ASU has to be equal or greater than $\Theta_{y,z}$. +```math +\begin{aligned} + \Pi_{y,aux,t} >= \Theta_{y,t} +\end{aligned} +``` + +3. all the CCS_SS cycle output should be less than the capacity +```math +\begin{aligned} + \Pi_{y,sco2turbine,t} <= \Omega_{y,sco2turbine} + \Pi_{y,aux,t} <= \Omega_{y,aux} + \Theta_{y,lox,t}^{in} <= \Omega_{y,lox} + \Theta_{y,lox,t}^{out} <= \Omega_{y,lox} +\end{aligned} +``` + +4: charging and discharging rate of LOX is determined by the capacity ($\omega_{y,lox}$) and duration ($Duration_{y}$) of LOX +```math +\begin{aligned} + \frac{\Omega_{y,lox}{/$Duration$_{y}} >= \Theta_{y,lox,t}^{in} + \frac{\Omega_{y,lox}{/$Duration$_{y}} >= \Theta_{y,lox,t}^{out} +\end{aligned} +``` +# 5: call CCS_SScycle_commit!(EP, inputs, setup) and CCS_SScycle_commit!(EP, inputs, setup) for specific investment and operational constraints related to unit commitment +""" +function ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) + # Load generators dataframe, sets, and time periods + gen = inputs["RESOURCES"] + T = inputs["T"] # Number of time steps (hours) + Z = inputs["Z"] # Number of zones + MultiStage = setup["MultiStage"] + omega = inputs["omega"] + + # Load CCS with SOLVENT STORAGE related inputs + CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] # Set of CCS_Solvent_Storage generators (indices) + NEW_CAP_CCS_SS = intersect(inputs["NEW_CAP"], CCS_SOLVENT_STORAGE) # SS stands for solvent storage + RET_CAP_CCS_SS = intersect(inputs["RET_CAP"], CCS_SOLVENT_STORAGE) + COMMIT_CCS_SS = setup["UCommit"] > 0 ? CCS_SOLVENT_STORAGE : Int[] + + RET_CAP = inputs["RET_CAP"] + NEW_CAP = inputs["NEW_CAP"] + + # time related + START_SUBPERIODS = inputs["START_SUBPERIODS"] # start + INTERIOR_SUBPERIODS = inputs["INTERIOR_SUBPERIODS"] # interiors + p = inputs["hours_per_subperiod"] + + # components of ccs generators with solvent storage + # by default, i = 1 -> gas turbine; i = 2 -> steam turbine; + # i = 3 -> absorber; i = 4 -> compressor; i = 5 -> regenerator; + # i = 6 -> rich solvent storage; i = 7 -> lean solvent storage + gasturbine, steamturbine, absorber, compressor, regenerator, solventstorage_rich, solventstorage_lean = 1, 2, 3, 4, 5, 6, 7 + + # get component-wise parameter data + solvent_storage_dict = inputs["solvent_storage_dict"] + + # construct a matrix represent the main output of each component + # y represents the plant, i represents the specfic subcomponents, and t represents the time + # The main output from gas turbine is the gross power output (MWh), + # from steam turbine net power (MWh), + # from absorber is captured CO2 (ton), + # from compressor is the energy consumption from the compression process (MWh), + # from regenerator is the amount of CO2 (ton), + # from the solvent storage tank (rich/lean) is the mass of rich/lean solvents stored. + + @variable(EP, vOutput_CCS_SS[y in CCS_SOLVENT_STORAGE, i = 1:7, t = 1:T] >= 0) + + # retired capacity + @variable(EP, vRETCAP_CCS_SS[y in intersect(CCS_SOLVENT_STORAGE, RET_CAP), i = 1:7] >= 0) + # new capacity + @variable(EP, vCAP_CCS_SS[y in intersect(CCS_SOLVENT_STORAGE, NEW_CAP), i = 1:7] >= 0) + # make system capacity equal to the total capacity of the gas turbine and steam turbine capacity + @constraint(EP, [y in intersect(CCS_SOLVENT_STORAGE, NEW_CAP), t = 1:T], EP[:vCAP][y] == EP[:vCAP_CCS_SS][y, gasturbine] + EP[:vCAP_CCS_SS][y, steamturbine]) + @constraint(EP, [y in intersect(CCS_SOLVENT_STORAGE, RET_CAP), t = 1:T], EP[:vRETCAP][y] == EP[:vRETCAP_CCS_SS][y, gasturbine] + EP[:vRETCAP_CCS_SS][y, steamturbine]) + + if MultiStage ==1 + @variable(EP, vEXISTINGCAP_CCS_SS[y in CCS_SOLVENT_STORAGE, i = 1:7]>=0) + end + + if MultiStage == 1 + @expression(EP, eExistingCap_CCS_SS[y in CCS_SOLVENT_STORAGE, i = 1:7], vEXISTINGCAP_CCS_SS[y,i]) + # Existing capacity variable is equal to existing capacity specified in the input file + @constraint(EP, cExistingCap_CCS_SS[y in CCS_SOLVENT_STORAGE, i in 1:7], EP[:vEXISTINGCAP_CCS_SS][y,i]== CCS_SS_dict[y, "existing_cap"][i]) + + else + @expression(EP, eExistingCap_CCS_SS[y in CCS_SOLVENT_STORAGE, i = 1:7], solvent_storage_dict[y, "existing_cap"][i]) + end + + # Note: CCS_SOLVENT_STORAGE is not compatiable with RETRO for now. + @expression(EP, eTotalCap_CCS_SS[y in CCS_SOLVENT_STORAGE, i in 1:7], + if y in intersect(NEW_CAP_CCS_SS, RET_CAP_CCS_SS) # Resources eligible for new capacity and retirements + if y in COMMIT_CCS_SS + eExistingCap_CCS_SS[y,i] + + solvent_storage_dict[y,"cap_size"][i] * (EP[:vCAP_CCS_SS][y,i] - EP[:vRETCAP_CCS_SS][y,i]) + else + eExistingCap_CCS_SS[y, i] + EP[:vCAP_CCS_SS][y, i] - EP[:vRETCAP_CCS_SS][y,i] + end + elseif y in setdiff(RET_CAP_CCS_SS, NEW_CAP_CCS_SS) # Resources eligible for only capacity retirements + if y in COMMIT_CCS_SS + eExistingCap_CCS_SS[y,i] - solvent_storage_dict[y,"cap_size"][i] * EP[:vRETCAP_CCS_SS][y,i] + else + eExistingCap_CCS_SS[y,i] - EP[:vRETCAP_CCS_SS][y,i] + end + elseif y in setdiff(NEW_CAP_CCS_SS, RET_CAP_CCS_SS) # Resources eligible for new capacity + if y in COMMIT_CCS_SS + eExistingCap_CCS_SS[y,i] + solvent_storage_dict[y,"cap_size"][i] * (EP[:vCAP_CCS_SS][y,i] ) + else + eExistingCap_CCS_SS[y,i] + EP[:vCAP_CCS_SS][y,i] + end + else # Resources not eligible for new capacity or retirement + eExistingCap_CCS_SS[y,i] + end) + + # Fixed cost of each component in CCS_SOLVENT_STORAGE + @expression(EP, eCFix_CCS_SS[y in CCS_SOLVENT_STORAGE, i in 1:7], + if y in NEW_CAP_CCS_SS # Resources eligible for new capacity + if y in COMMIT_CCS_SS # Resource eligible for Unit commitment + solvent_storage_dict[y,"inv_cost"][i] * solvent_storage_dict[y,"cap_size"][i] * EP[:vCAP_CCS_SS][y, i]+ + solvent_storage_dict[y,"fom_cost"][i] * eTotalCap_CCS_SS[y,i] + else + solvent_storage_dict[y,"inv_cost"][i] * EP[:vCAP_CCS_SS][y, i]+ + solvent_storage_dict[y,"fom_cost"][i] * eTotalCap_CCS_SS[y,i] + end + else + solvent_storage_dict[y,"fom_cost"][i] * eTotalCap_CCS_SS[y,i] + end) + + # connect eCFix_CCS_SS_Plant to eCFix + @expression(EP, eCFix_CCS_SS_Plant[y in CCS_SOLVENT_STORAGE], sum(EP[:eCFix_CCS_SS][y,i] for i in 1:7)) + @expression(EP, eTotalCFix_CCS_SS, sum(EP[:eCFix_CCS_SS_Plant][y] for y in CCS_SOLVENT_STORAGE)) + # add this to eTotalCFix + add_to_expression!(EP[:eTotalCFix], eTotalCFix_CCS_SS) + + # add to Obj + if MultiStage == 1 + # OPEX multiplier scales fixed costs to account for multiple years between two model stages + # We divide by OPEXMULT since we are going to multiply the entire objective function by this term later, + # and we have already accounted for multiple years between stages for fixed costs. + add_to_expression!(EP[:eObj], 1 / inputs["OPEXMULT"], eTotalCFix_CCS_SS) + else + add_to_expression!(EP[:eObj], eTotalCFix_CCS_SS) + end + + if MultiStage == 1 + # Existing capacity variable is equal to existing capacity specified in the input file + @constraint(EP, cExistingCap_CCS_SS[y in CCS_SOLVENT_STORAGE, i in 1:7], EP[:vEXISTINGCAP_CCS_SS][y,i]== solvent_storage_dict[y, "existing_cap"][i]) + end + + # add vom + # variable OM + @expression(EP, eCVar_CCS_SS_unit[y in CCS_SOLVENT_STORAGE, i = 1:5, t = 1:T], omega[t] * vOutput_CCS_SS[y,i,t] * solvent_storage_dict[y,"vom_cost"][i]) + # sum to annual level + @expression(EP, eCVar_CCS_SS[y in CCS_SOLVENT_STORAGE], sum(EP[:eCVar_CCS_SS_unit][y,i,t] for i in 1:5 for t in 1:T)) + # sum to zonal-annual level + @expression(EP, eZonalCVar_CCS_SS[z = 1:Z], sum(EP[:eCVar_CCS_SS][y] for y in intersect(CCS_SOLVENT_STORAGE, resources_in_zone_by_rid(gen, z)))) + # system level VOM + @expression(EP, eTotalCVar_CCS_SS, sum(EP[:eZonalCVar_CCS_SS][z] for z in 1:Z)) + + add_to_expression!(EP[:eTotalCVarOut], EP[:eTotalCVar_CCS_SS]) + # add to obj + add_to_expression!(EP[:eObj], EP[:eTotalCVar_CCS_SS]) + + if setup["UCommit"] > 0 + ccs_solvent_storage_commit!(EP, inputs, setup) + else + println("Warning: it is not recommended to run CCS_SOLVENT_STORAGE wihtout unit commit. Please set UCommit to 1 in the setting file.") + ccs_solvent_storage_no_commit!(EP, inputs, setup) + end + + # Expressions and constraints of CCS_SOLVENT_STORAGE operations + # assuming that unit commit constraints are applied + @constraint(EP, [y in CCS_SOLVENT_STORAGE, i in 1:7, t in 1:T], vOutput_CCS_SS[y, i, t] <= eTotalCap_CCS_SS[y,i]) + + # 1. Flow of fuels + @expression(EP, eFuel_CCS_SS[y in CCS_SOLVENT_STORAGE, t = 1:T], + gen[y].heatrate_mmbtu_per_mwh_gasturbine * vOutput_CCS_SS[y, gasturbine, t]) + @constraint(EP, [y in CCS_SOLVENT_STORAGE, t = 1:T], EP[:vFuel][y, t] == EP[:eFuel_CCS_SS][y,t]) + + # 2. Flow of CO2 + # 2.1 CO2 flue from the gas turbine (ton) + @expression(EP, eEmissionsByPlant_gasturbine[y in CCS_SOLVENT_STORAGE, t = 1:T], + EP[:vFuel][y, t] * inputs["fuel_CO2"][fuel(gen[y])]) + @expression(EP, eEmissionsByPlant_Start_gasturbine[y in CCS_SOLVENT_STORAGE, t = 1:T], + EP[:eStartFuel][y, t] * inputs["fuel_CO2"][fuel(gen[y])]) + # 2.2 CO2 captured by absorbers (ton) + @constraint(EP, cEmissionsCaptured_absorber[y in CCS_SOLVENT_STORAGE, t = 1:T], + EP[:vOutput_CCS_SS][y, absorber, t] <= EP[:eEmissionsByPlant_gasturbine][y, t] * gen[y].co2_capture_fraction + + EP[:eEmissionsByPlant_Start_gasturbine][y, t] * gen[y].co2_capture_fraction_startup) + # 2.3 CO2 released to the atmosphere (ton) + @expression(EP, eEmissionsByPlant_CCS_SS[y in CCS_SOLVENT_STORAGE, t = 1:T], + EP[:eEmissionsByPlant_gasturbine][y, t] + EP[:eEmissionsByPlant_Start_gasturbine][y, t] - EP[:vOutput_CCS_SS][y, absorber, t]) + + # 2.4 CO2 balance in the solvent Storage + # rich during the interior hours + @constraint(EP, cSolvent_rich_inter[y in CCS_SOLVENT_STORAGE, t in INTERIOR_SUBPERIODS], + EP[:vOutput_CCS_SS][y, solventstorage_rich, t] == EP[:vOutput_CCS_SS][y, solventstorage_rich, t-1] + + EP[:vOutput_CCS_SS][y, absorber,t] / gen[y].co2_loading_ton_per_ton_solvent - + EP[:vOutput_CCS_SS][y, regenerator,t] / gen[y].co2_loading_ton_per_ton_solvent) + # rich during the startup hours + @constraint(EP, cSolvent_rich_start[y in CCS_SOLVENT_STORAGE, t in START_SUBPERIODS], + EP[:vOutput_CCS_SS][y, solventstorage_rich, t] == EP[:vOutput_CCS_SS][y, solventstorage_rich, hoursbefore(p, t, 1)] + + EP[:vOutput_CCS_SS][y, absorber,t] / gen[y].co2_loading_ton_per_ton_solvent - + EP[:vOutput_CCS_SS][y, regenerator,t] / gen[y].co2_loading_ton_per_ton_solvent) + # lean during the interior hours + @constraint(EP, cSolvent_lean_inter[y in CCS_SOLVENT_STORAGE, t in INTERIOR_SUBPERIODS], + EP[:vOutput_CCS_SS][y, solventstorage_lean, t] == EP[:vOutput_CCS_SS][y, solventstorage_lean, t-1] - + EP[:vOutput_CCS_SS][y, absorber,t] / gen[y].co2_loading_ton_per_ton_solvent + + EP[:vOutput_CCS_SS][y, regenerator,t] / gen[y].co2_loading_ton_per_ton_solvent) + # lean during the startup hours + @constraint(EP, cSolvent_lean_start[y in CCS_SOLVENT_STORAGE, t in START_SUBPERIODS], + EP[:vOutput_CCS_SS][y, solventstorage_lean, t] == EP[:vOutput_CCS_SS][y, solventstorage_lean, hoursbefore(p, t, 1)] - + EP[:vOutput_CCS_SS][y, absorber,t] / gen[y].co2_loading_ton_per_ton_solvent + + EP[:vOutput_CCS_SS][y, regenerator,t] / gen[y].co2_loading_ton_per_ton_solvent) + # 2.5 CO2 regenerated in the regenerator: EP[:vOutput_CCS_SS[y, regenerator, t]] + + # 2.6 CO2 compressed and stored after the compressor: EP[:vOutput_CCS_SS[y, compressor, t]] + @expression(EP, ePlantCCO2Sequestration_compressor[y in CCS_SOLVENT_STORAGE], # CO2 storage and transport costs by plant + sum(omega[t] * EP[:vOutput_CCS_SS][y, compressor, t] * + ccs_disposal_cost_per_metric_ton(gen[y]) for t in 1:T)) + @expression(EP, eZonalCCO2Sequestration_compressor[z = 1:Z], # CO2 storage and transport costs by zone + sum(ePlantCCO2Sequestration_compressor[y] + for y in intersect(resources_in_zone_by_rid(gen, z), CCS_SOLVENT_STORAGE))) + @expression(EP, eTotaleCCO2Sequestration_compressor, + sum(eZonalCCO2Sequestration_compressor[z] for z in 1:Z)) + add_to_expression!(EP[:eObj], EP[:eTotaleCCO2Sequestration_compressor]) + + # 3. Flow of steam + # 3.1 Generated by the steam turbine + @expression(EP, eSteam_high[y in CCS_SOLVENT_STORAGE, t = 1:T], + EP[:vFuel][y,t] * gen[y].steamrate_high_percentage) + @expression(EP, eSteam_mid[y in CCS_SOLVENT_STORAGE, t = 1:T], + EP[:vFuel][y,t] * gen[y].steamrate_mid_percentage) + @expression(EP, eSteam_low[y in CCS_SOLVENT_STORAGE, t = 1:T], + EP[:vFuel][y,t] * gen[y].steamrate_low_percentage) + # 3.2 Consumed by the regenerator + @expression(EP, eSteam_compressor[y in CCS_SOLVENT_STORAGE, t = 1:T], + EP[:vOutput_CCS_SS][y,compressor, t] * gen[y].steamuserate_mmbtu_per_ton) + + # 4. Flow of power + # 4.1 Generated by the gas turbine: EP[:vOutput_CCS_SS][y, gasturbine, t]] + # 4.2 Generated by the steam turbine: EP[:vOutput_CCS_SS][y, steamturbine, t]] + @expression(EP, ePower_steamturbine_high[y in CCS_SOLVENT_STORAGE, t = 1:T], + EP[:eSteam_high][y, t] / gen[y].heatrate_mmbtu_per_mwh_steamturbine_high) + @expression(EP, ePower_steamturbine_mid[y in CCS_SOLVENT_STORAGE, t = 1:T], + EP[:eSteam_mid][y, t] / gen[y].heatrate_mmbtu_per_mwh_steamturbine_mid) + @expression(EP, ePower_steamturbine_low[y in CCS_SOLVENT_STORAGE, t = 1:T], + (EP[:eSteam_high][y, t] - EP[:eSteam_compressor][y ,t]) / gen[y].heatrate_mmbtu_per_mwh_steamturbine_low) + @constraint(EP, cPower_steamturbine[y in CCS_SOLVENT_STORAGE, t = 1:T], + EP[:vOutput_CCS_SS][y, steamturbine, t] == EP[:ePower_steamturbine_high][y, t] + EP[:ePower_steamturbine_mid][y, t] + EP[:ePower_steamturbine_low][y, t]) + # 4.3 Consumed by the absorber + @expression(EP, ePower_absorber[y in CCS_SOLVENT_STORAGE, t = 1:T], + EP[:vOutput_CCS_SS][y, absorber, t] * gen[y].poweruserate_mwh_per_ton_co2_absorber) + # 4.4 Consumed by the compressor + @expression(EP, ePower_compressor[y in CCS_SOLVENT_STORAGE, t = 1:T], + EP[:vOutput_CCS_SS][y, compressor, t] * gen[y].poweruserate_mwh_per_ton_co2_compressor) + # 4.5 Consumed by other auxiliary loads + @expression(EP, ePower_other[y in CCS_SOLVENT_STORAGE, t = 1:T], + EP[:vFuel][y, t] * gen[y].poweruserate_mwh_per_mmbtu_fuel_other) + # 4.6 Blancen between the CCS_SOLVENT_STORAGE and the grid + @variable(EP, vCHARGE_CCS_SS[y in CCS_SOLVENT_STORAGE, t = 1:T] >= 0) # Grid export to the system + @constraint(EP, cCharge[y in CCS_SOLVENT_STORAGE, t = 1:T], + EP[:ePower_absorber][y, t] + EP[:ePower_compressor][y, t] + EP[:ePower_other][y, t] >= vCHARGE_CCS_SS[y, t]) + # link vP, vCHARGE_CCS_SS, and eP_CCS_SS + @expression(EP, eP_CCS_SS[y in CCS_SOLVENT_STORAGE, t=1:T], + EP[:vOutput_CCS_SS][y, gasturbine, t] + EP[:vOutput_CCS_SS][y, steamturbine, t] - EP[:ePower_absorber][y, t] - + EP[:ePower_compressor][y, t] - EP[:ePower_other][y, t] + vCHARGE_CCS_SS[y, t]) + @constraint(EP, cP[y in CCS_SOLVENT_STORAGE, t = 1:T], eP_CCS_SS[y, t] == EP[:vP][y,t]) + @expression(EP, ePowerBalance_CCS_SS[t = 1:T, z = 1:Z], + sum(EP[:eP_CCS_SS][y, t] - EP[:vCHARGE_CCS_SS][y, t] + for y in intersect(CCS_SOLVENT_STORAGE, resources_in_zone_by_rid(gen, z)))) + add_similar_to_expression!(EP[:ePowerBalance], ePowerBalance_CCS_SS) + + # Expressions related to policies + # Capacity Reserves Margin policy + if setup["CapacityReserveMargin"] > 0 + @expression(EP, + eCapResMarBalanceCCS_SS[res = 1:inputs["NCapacityReserveMargin"], t = 1:T], + sum(derating_factor(gen[y], tag = res) * (eP_CCS_SS[y, t] - vCHARGE_CCS_SS[y,t]) for y in CCS_SOLVENT_STORAGE)) + add_similar_to_expression!(EP[:eCapResMarBalance], eCapResMarBalanceCCS_SS) + end + + # Energy Share Requirements + if setup["EnergyShareRequirement"] >= 1 + @expression(EP, + eCCS_SS_ESR[ESR in 1:inputs["nESR"]], + sum(inputs["omega"][t] * esr(gen[y], tag = ESR) * (eP_CCS_SS[y, t] - vCHARGE_CCS_SS[y,t]) + for y in intersect(CCS_SOLVENT_STORAGE, ids_with_policy(gen, esr, tag = ESR)), t in 1:T)) + EP[:eESR] += eCCS_SS_ESR + end + + # Maximum Capacity Requirement + if setup["MaxCapReq"] == 1 + @expression(EP, + eMaxCapResCCS_SS[maxcap = 1:inputs["NumberOfMaxCapReqs"]], + sum(EP[:eTotalCap_CCS_SS][y, gasturbine] + EP[:eTotalCap_CCS_SS][y, steamturbine] + for y in intersect(CCS_SOLVENT_STORAGE, ids_with_policy(gen, max_cap, tag = maxcap)))) + add_similar_to_expression!(EP[:eMaxCapRes], eMaxCapResCCS_SS) + end + + # Minimum Capacity Requirement + if setup["MinCapReq"] == 1 + @expression(EP, eMinCapResCCS_SS[mincap = 1:inputs["NumberOfMinCapReqs"]], + sum((EP[:eTotalCap_CCS_SS][y, gasturbine] + EP[:eTotalCap_CCS_SS][y, steamturbine] - + EP[:eTotalCap_CCS_SS][y, absorber] * gen[y].poweruserate_mwh_per_ton_co2_absorber - + EP[:eTotalCap_CCS_SS][y, compressor] * gen[y].poweruserate_mwh_per_ton_co2_compressor - + EP[:eTotalCap_CCS_SS][y, gasturbine] * gen[y].heatrate_mmbtu_per_mwh_gasturbine * gen[y].poweruserate_mwh_per_mmbtu_fuel_other) + for y in intersect(CCS_SOLVENT_STORAGE, ids_with_policy(gen, min_cap, tag = mincap)))) + add_similar_to_expression!(EP[:eMinCapRes], eMinCapResCCS_SS) + end + + # Hydrogen production supply is added to electrolyzer.jl + +end \ No newline at end of file diff --git a/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl b/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl new file mode 100644 index 0000000000..3f61e66fee --- /dev/null +++ b/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl @@ -0,0 +1,188 @@ +function ccs_solvent_storage_commit!(EP::Model, inputs::Dict, setup::Dict) + # Load generators dataframe, sets, and time periods + gen = inputs["RESOURCES"] + T = inputs["T"] # Number of time steps (hours) + Z = inputs["Z"] # Number of zones + MultiStage = setup["MultiStage"] + omega = inputs["omega"] + + # Load CCS with SOLVENT STORAGE related inputs + CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] # Set of CCS_Solvent_Storage generators (indices) + NEW_CAP_CCS_SS = intersect(inputs["NEW_CAP"], CCS_SOLVENT_STORAGE) # SS stands for solvent storage + RET_CAP_CCS_SS = intersect(inputs["RET_CAP"], CCS_SOLVENT_STORAGE) + COMMIT_CCS_SS = setup["UCommit"] > 0 ? CCS_SOLVENT_STORAGE : Int[] + + # time related + START_SUBPERIODS = inputs["START_SUBPERIODS"] # start + INTERIOR_SUBPERIODS = inputs["INTERIOR_SUBPERIODS"] # interiors + p = inputs["hours_per_subperiod"] + + # components of ccs generators with solvent storage + # by default, i = 1 -> gas turbine; i = 2 -> steam turbine; + # i = 3 -> absorber; i = 4 -> compressor; i = 5 -> regenerator; + # i = 6 -> rich solvent storage; i = 7 -> lean solvent storage + gasturbine, steamturbine, absorber, compressor, regenerator, solventstorage_rich, solventstorage_lean = 1, 2, 3, 4, 5, 6, 7 + + # get component-wise parameter data + solvent_storage_dict = inputs["solvent_storage_dict"] + + ## Decision variables for unit commitment + # Subcomponents that are turned on and off at the same time are aggregated to simplify the model + # i = 1 -> combine cycle turbines, including gas and steam turbines + # i = 4 -> regenerator and compressors + # i = 3 -> abosorber + + @variable(EP, vCOMMIT_CCS_SS[y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t = 1:T] >= 0) + # startup event variable + @variable(EP, vSTART_CCS_SS[y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t = 1:T] >= 0) + # shutdown event variable + @variable(EP, vSHUT_CCS_SS[y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t = 1:T] >= 0) + + ## Declaration of integer/binary variables + for y in CCS_SOLVENT_STORAGE + for i in [1, 3, 4] + set_integer.(vCOMMIT_CCS_SS[y,i,:]) + set_integer.(vSTART_CCS_SS[y,i,:]) + set_integer.(vSHUT_CCS_SS[y,i,:]) + end + end + + # costs associated with start-ups + @expression(EP, eCStart_CCS_SS[y in COMMIT_CCS_SS , t=1:T], + sum(omega[t] * (solvent_storage_dict[y, "start_cost"][i] * vSTART_CCS_SS[y,i,t]) for i in [1, 3, 4])) + @expression(EP, eTotalCStart_CCS_SS_T[t = 1:T], sum(EP[:eCStart_CCS_SS][y,t] for y in COMMIT_CCS_SS)) + @expression(EP, eTotalCStart_CCS_SS, sum(eTotalCStart_CCS_SS_T[t] for t in 1:T)) + add_to_expression!(EP[:eTotalCStart], eTotalCStart_CCS_SS) + # since start up costs only related to COMMIT (Thermal units) so we don't need to connect CStart_CCS_SS to eCStart + # add start cost to objective function + add_to_expression!(EP[:eObj], eTotalCStart_CCS_SS) + + # fuel consumption associated with start-ups, only applied to turbines + @variable(EP, vStartFuel_CCS_SS[y in COMMIT_CCS_SS, t = 1:T] >= 0) + @constraint(EP, cStartFuel_CCS_SS[y in COMMIT_CCS_SS, t = 1:T], + EP[:vStartFuel_CCS_SS][y, t] == solvent_storage_dict[y,"cap_size"][gasturbine] * EP[:vSTART_CCS_SS][y, gasturbine, t] * solvent_storage_dict[y, "start_fuel"][gasturbine]) + # Connect start up fuel here to vStartFuel + @constraint(EP, [y in COMMIT_CCS_SS , t = 1:T], EP[:vStartFuel][y,t] == vStartFuel_CCS_SS[y,t]) + + # Unit commitment constraints + # Capacity limits on unit commitment decision variables (Constraints #1-3) + @constraints(EP, begin + [y in CCS_SOLVENT_STORAGE, i in [1, 3, 4] , t=1:T], vCOMMIT_CCS_SS[y,i,t] <= EP[:eTotalCap_CCS_SS][y,i]/solvent_storage_dict[y, "cap_size"][i] + [y in CCS_SOLVENT_STORAGE, i in [1, 3, 4] , t=1:T], vSTART_CCS_SS[y,i,t] <= EP[:eTotalCap_CCS_SS][y,i]/solvent_storage_dict[y, "cap_size"][i] + [y in CCS_SOLVENT_STORAGE, i in [1, 3, 4] , t=1:T], vSHUT_CCS_SS[y,i,t] <= EP[:eTotalCap_CCS_SS][y,i]/solvent_storage_dict[y, "cap_size"][i] + end) + + # Commitment state constraint linking startup and shutdown decisions (Constraint #4) + @constraints(EP, begin + # For Start Hours, links first time step with last time step in subperiod + [y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t in START_SUBPERIODS], vCOMMIT_CCS_SS[y,i,t] == vCOMMIT_CCS_SS[y,i,hoursbefore(p, t, 1)] + vSTART_CCS_SS[y,i,t] - vSHUT_CCS_SS[y,i,t] + # For all other hours, links commitment state in hour t with commitment state in prior hour + sum of start up and shut down in current hour + [y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t in INTERIOR_SUBPERIODS], vCOMMIT_CCS_SS[y,i,t] == vCOMMIT_CCS_SS[y,i,t-1] + vSTART_CCS_SS[y,i,t] - vSHUT_CCS_SS[y,i,t] + end) + + ### Maximum ramp up and down between consecutive hours (Constraints #5-6) + ## For Start Hours + # Links last time step with first time step, ensuring position in hour 1 is within eligible ramp of final hour position + # rampup constraints + @constraint(EP,[y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t in START_SUBPERIODS], + EP[:vOutput_CCS_SS][y,i,t]-EP[:vOutput_CCS_SS][y,i,hoursbefore(p, t, 1)] <= solvent_storage_dict[y, "ramp_up"][i]*solvent_storage_dict[y, "cap_size"][i]*(vCOMMIT_CCS_SS[y,i,t]-vSTART_CCS_SS[y,i,t]) + + min(1,max(solvent_storage_dict[y, "min_power"][i],solvent_storage_dict[y, "ramp_up"][i]))*solvent_storage_dict[y, "cap_size"][i]*vSTART_CCS_SS[y,i,t] + -solvent_storage_dict[y, "min_power"][i]*solvent_storage_dict[y, "cap_size"][i]*vSHUT_CCS_SS[y,i,t]) + + # rampdown constraints + @constraint(EP,[y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t in START_SUBPERIODS], + EP[:vOutput_CCS_SS][y,i,hoursbefore(p, t, 1)]-EP[:vOutput_CCS_SS][y,i,t] <=solvent_storage_dict[y, "ramp_dn"][i]*solvent_storage_dict[y, "cap_size"][i]*(vCOMMIT_CCS_SS[y,i,t]-vSTART_CCS_SS[y,i,t]) + -solvent_storage_dict[y, "min_power"][i]*solvent_storage_dict[y, "cap_size"][i]*vSTART_CCS_SS[y,i,t] + + min(1,max(solvent_storage_dict[y, "min_power"][i],solvent_storage_dict[y, "ramp_dn"][i]))*solvent_storage_dict[y, "cap_size"][i]*vSHUT_CCS_SS[y,i,t]) + + ## For Interior Hours + # rampup constraints + @constraint(EP,[y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t in INTERIOR_SUBPERIODS], + EP[:vOutput_CCS_SS][y,i,t]-EP[:vOutput_CCS_SS][y,i,t-1] <=solvent_storage_dict[y, "ramp_up"][i]*solvent_storage_dict[y, "cap_size"][i]*(vCOMMIT_CCS_SS[y,i,t]-vSTART_CCS_SS[y,i,t]) + + min(1,max(solvent_storage_dict[y, "min_power"][i],solvent_storage_dict[y, "ramp_up"][i]))*solvent_storage_dict[y, "cap_size"][i]*vSTART_CCS_SS[y,i,t] + -solvent_storage_dict[y, "min_power"][i]*solvent_storage_dict[y, "cap_size"][i]*vSHUT_CCS_SS[y,i,t]) + + # rampdown constraints + @constraint(EP,[y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t in INTERIOR_SUBPERIODS], + EP[:vOutput_CCS_SS][y,i,t-1]-EP[:vOutput_CCS_SS][y,i,t] <=solvent_storage_dict[y, "ramp_dn"][i]*solvent_storage_dict[y, "cap_size"][i]*(vCOMMIT_CCS_SS[y,i,t]-vSTART_CCS_SS[y,i,t]) + -solvent_storage_dict[y, "min_power"][i]*solvent_storage_dict[y, "cap_size"][i]*vSTART_CCS_SS[y,i,t] + +min(1,max(solvent_storage_dict[y, "min_power"][i],solvent_storage_dict[y, "ramp_dn"][i]))*solvent_storage_dict[y, "cap_size"][i]*vSHUT_CCS_SS[y,i,t]) + + ### Minimum and maximum power output constraints (Constraints #7 & 8) + @constraints(EP, begin + [y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t=1:T], EP[:vOutput_CCS_SS][y,i,t] >= solvent_storage_dict[y, "min_power"][i]*solvent_storage_dict[y, "cap_size"][i]*vCOMMIT_CCS_SS[y,i,t] + [y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t=1:T], EP[:vOutput_CCS_SS][y,i,t] <= solvent_storage_dict[y, "cap_size"][i]*vCOMMIT_CCS_SS[y,i,t] + end) + + ### Minimum up and down times (Constraints #9 & 10) + for y in CCS_SOLVENT_STORAGE + for i in [1, 3, 4] + ## up time + Up_Time = Int(floor(solvent_storage_dict[y, "up_time"][i])) + Up_Time_HOURS = [] # Set of hours in the summation term of the maximum up time constraint for the first subperiod of each representative period + for s in START_SUBPERIODS + Up_Time_HOURS = union(Up_Time_HOURS, (s+1):(s+Up_Time-1)) + end + + @constraints(EP, begin + # cUpTimeInterior: Constraint looks back over last n hours, where n = solvent_storage_dict[y, "up_time"][i]) + [t in setdiff(INTERIOR_SUBPERIODS,Up_Time_HOURS)], vCOMMIT_CCS_SS[y,i,t] >= sum(vSTART_CCS_SS[y,i,e] for e=(t-solvent_storage_dict[y, "up_time"][i]):t) + # cUpTimeWrap: If n is greater than the number of subperiods left in the period, constraint wraps around to first hour of time series + [t in Up_Time_HOURS], vCOMMIT_CCS_SS[y,i,t] >= sum(vSTART_CCS_SS[y,i,e] for e=(t-((t%p)-1):t))+sum(vSTART_CCS_SS[y,i,e] for e=((t+p-(t%p))-(solvent_storage_dict[y, "up_time"][i]-(t%p))):(t+p-(t%p))) + # cUpTimeStart: + # NOTE: Expression t+p-(t%p) is equivalant to "p_max" + [t in START_SUBPERIODS], vCOMMIT_CCS_SS[y,i,t] >= vSTART_CCS_SS[y,i,t]+sum(vSTART_CCS_SS[y,i,e] for e=(hoursbefore(p, t, 1)-(solvent_storage_dict[y, "up_time"][i]-1)):hoursbefore(p, t, 1)) + end) + + ## down time + Down_Time = Int(floor(solvent_storage_dict[y, "down_time"][i])) + Down_Time_HOURS = [] # Set of hours in the summation term of the maximum down time constraint for the first subperiod of each representative period + for s in START_SUBPERIODS + Down_Time_HOURS = union(Down_Time_HOURS, (s+1):(s+Down_Time-1)) + end + + # Constraint looks back over last n hours, where n = solvent_storage_dict[y, "down_time"][i] + @constraints(EP, begin + # cDownTimeInterior: Constraint looks back over last n hours, where n = inputs["pDMS_Time"][y] + [t in setdiff(INTERIOR_SUBPERIODS,Down_Time_HOURS)], EP[:eTotalCap_CCS_SS][y,i]/solvent_storage_dict[y, "cap_size"][i]-vCOMMIT_CCS_SS[y,i,t] >= sum(vSHUT_CCS_SS[y,i,e] for e=(t-solvent_storage_dict[y, "down_time"][i]):t) + # cDownTimeWrap: If n is greater than the number of subperiods left in the period, constraint wraps around to first hour of time series + [t in Down_Time_HOURS], EP[:eTotalCap_CCS_SS][y,i]/solvent_storage_dict[y, "cap_size"][i]-vCOMMIT_CCS_SS[y,i,t] >= sum(vSHUT_CCS_SS[y,i,e] for e=(t-((t%p)-1):t))+sum(vSHUT_CCS_SS[y,i,e] for e=((t+p-(t%p))-(solvent_storage_dict[y, "down_time"][i]-(t%p))):(t+p-(t%p))) + # cDownTimeStart: + # NOTE: Expression t+p-(t%p) is equivalant to "p_max" + [t in START_SUBPERIODS], EP[:eTotalCap_CCS_SS][y,i]/solvent_storage_dict[y, "cap_size"][i]-vCOMMIT_CCS_SS[y,i,t] >= vSHUT_CCS_SS[y,i,t]+sum(vSHUT_CCS_SS[y,i,e] for e=(hoursbefore(p, t, 1)-(solvent_storage_dict[y, "down_time"][i]-1)):hoursbefore(p, t, 1)) + end) + end + end + + # operational reserve (Constraints #11) + # operational reserve is based on the combine cycle turbine instead of the whole system + if setup["OperationalReserves"] > 0 + @variable(EP, vP_CCS_SS[y in CCS_SOLVENT_STORAGE, t=1:T]) + @constraint(EP, [y in CCS_SOLVENT_STORAGE, t in 1:T], vP_CCS_SS[y,t]==EP[:eP_CCS_SS][y,t]) + CCS_SS_REG = intersect(CCS_SOLVENT_STORAGE, inputs["REG"]) # Set of CCS_SOLVENT_STORAGE resources with regulation reserves + CCS_SS_RSV = intersect(CCS_SOLVENT_STORAGE, inputs["RSV"]) # Set of CCS_SOLVENT_STORAGE resources with spinning reserves + + max_power(y, t) = inputs["pP_Max"][y, t] + commit(y, t) = (solvent_storage_dict[y,"cap_size"][gasturbine] + solvent_storage_dict[y,"cap_size"][steamturbine]) * EP[:vCOMMIT_CCS_SS][y, gasturbine, t] + + # Maximum regulation and reserve contributions + @constraint(EP, cREG_CCS_SS_Max[y in CCS_SS_REG, t in 1:T], + EP[:vREG][y, t]<=max_power(y, t) * reg_max(gen[y]) * commit(y, t)) + @constraint(EP, cRSV_CCS_SS_Max[y in CCS_SS_RSV, t in 1:T], + EP[:vRSV][y, t]<=max_power(y, t) * rsv_max(gen[y]) * commit(y, t)) + + # Minimum stable power generated per technology "y" at hour "t" and contribution to regulation must be > min power + expr = extract_time_series_to_expression(EP[:vP_CCS_SS], CCS_SOLVENT_STORAGE) + add_similar_to_expression!(expr[CCS_SS_REG, :], -EP[:vREG][CCS_SS_REG, :]) + @constraint(EP, cREG_CCS_SS_Min[y in CCS_SOLVENT_STORAGE, t in 1:T], + expr[y, t]>=solvent_storage_dict[y, "min_power"][gasturbine] * commit(y, t)) + + # Maximum power generated per technology "y" at hour "t" and contribution to regulation and reserves up must be < max power + expr = extract_time_series_to_expression(EP[:vP_CCS_SS], CCS_SOLVENT_STORAGE) + add_similar_to_expression!(expr[CCS_SS_REG, :], EP[:vREG][CCS_SS_REG, :]) + add_similar_to_expression!(expr[CCS_SS_RSV, :], EP[:vRSV][CCS_SS_RSV, :]) + @constraint(EP, + [y in CCS_SOLVENT_STORAGE, t in 1:T], + expr[y, t]<=max_power(y, t) * commit(y, t)) + end +end \ No newline at end of file diff --git a/src/model/resources/flexible_ccs/ccs_solvent_storage_no_commit.jl b/src/model/resources/flexible_ccs/ccs_solvent_storage_no_commit.jl new file mode 100644 index 0000000000..426f38f877 --- /dev/null +++ b/src/model/resources/flexible_ccs/ccs_solvent_storage_no_commit.jl @@ -0,0 +1,81 @@ +function ccs_solvent_storage_no_commit!(EP::Model, inputs::Dict, setup::Dict) + # Load generators dataframe, sets, and time periods + gen = inputs["RESOURCES"] + T = inputs["T"] # Number of time steps (hours) + Z = inputs["Z"] # Number of zones + MultiStage = setup["MultiStage"] + omega = inputs["omega"] + + # Load CCS with SOLVENT STORAGE related inputs + CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] # Set of CCS_Solvent_Storage generators (indices) + NEW_CAP_CCS_SS = intersect(inputs["NEW_CAP"], CCS_SOLVENT_STORAGE) # SS stands for solvent storage + RET_CAP_CCS_SS = intersect(inputs["RET_CAP"], CCS_SOLVENT_STORAGE) + NO_COMMIT_CCS_SS = setup["UCommit"] == 0 ? CCS_SOLVENT_STORAGE : Int[] + + # time related + p = inputs["hours_per_subperiod"] + + # components of ccs generators with solvent storage + # by default, i = 1 -> gas turbine; i = 2 -> steam turbine; + # i = 3 -> absorber; i = 4 -> compressor; i = 5 -> regenerator; + # i = 6 -> rich solvent storage; i = 7 -> lean solvent storage + gasturbine, steamturbine, absorber, compressor, regenerator, solventstorage_rich, solventstorage_lean = 1, 2, 3, 4, 5, 6, 7 + + # get component-wise parameter data + solvent_storage_dict = inputs["solvent_storage_dict"] + + ## Decision variables for unit commitment + # Subcomponents that are turned on and off at the same time are aggregated to simplify the model + # i = 1 -> combine cycle turbines, including gas and steam turbines + # i = 4 -> regenerator and compressors + # i = 3 -> abosorber + + # No unit commitment constraints + + ### Maximum ramp up and down between consecutive hours (Constraints #1-2) + # rampup constraints + @constraint(EP,[y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t in 1:T], + EP[:vOutput_CCS_SS][y,i,t]-EP[:vOutput_CCS_SS][y,i,t-1] <= solvent_storage_dict[y, "ramp_up"][i]*EP[:eTotalCap_CCS_SS][y,i]) + + # rampdown constraints + @constraint(EP,[y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t in 1:T], + EP[:vOutput_CCS_SS][y,i,t-1]-EP[:vOutput_CCS_SS][y,i,t] <= solvent_storage_dict[y, "ramp_dn"][i]*EP[:eTotalCap_CCS_SS][y,i]) + + ### Minimum and maximum power output constraints (Constraints #3-4) + @constraints(EP, begin + [y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t=1:T], EP[:vOutput_CCS_SS][y,i,t] >= solvent_storage_dict[y, "min_power"][i]*EP[:eTotalCap_CCS_SS][y,i] + [y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t=1:T], EP[:vOutput_CCS_SS][y,i,t] <= EP[:eTotalCap_CCS_SS][y,i] + end) + + # operational reserve (Constraints #5) + # operational reserve is based on the combine cycle turbine instead of the whole system + if setup["OperationalReserves"] > 0 + @variable(EP, vP_CCS_SS[y in CCS_SOLVENT_STORAGE, t=1:T]) + @constraint(EP, [y in CCS_SOLVENT_STORAGE, t in 1:T], vP_CCS_SS[y,t]==EP[:eP_CCS_SS][y,t]) + + CCS_SS_REG = intersect(CCS_SOLVENT_STORAGE, inputs["REG"]) # Set of CCS_SOLVENT_STORAGE resources with regulation reserves + CCS_SS_RSV = intersect(CCS_SOLVENT_STORAGE, inputs["RSV"]) # Set of CCS_SOLVENT_STORAGE resources with spinning reserves + + max_power(y, t) = inputs["pP_Max"][y, t] + + # Maximum regulation and reserve contributions + @constraint(EP, cREG_CCS_SS_Max[y in CCS_SS_REG, t in 1:T], + EP[:vREG][y, t]<=max_power(y, t) * reg_max(gen[y]) * (EP[:eTotalCap_CCS_SS][y, gasturbine] + EP[:eTotalCap_CCS_SS][y, steamturbine])) + @constraint(EP, cRSV_CCS_SS_Max[y in CCS_SS_RSV, t in 1:T], + EP[:vRSV][y, t]<=max_power(y, t) * rsv_max(gen[y]) * (EP[:eTotalCap_CCS_SS][y, gasturbine] + EP[:eTotalCap_CCS_SS][y, steamturbine])) + + # Minimum stable power generated per technology "y" at hour "t" and contribution to regulation must be > min power + expr = extract_time_series_to_expression(EP[:vP_CCS_SS], CCS_SOLVENT_STORAGE) + add_similar_to_expression!(expr[CCS_SS_REG, :], -EP[:vREG][CCS_SS_REG, :]) + @constraint(EP, cREG_CCS_SS_Min[y in CCS_SOLVENT_STORAGE, t in 1:T], + expr[y, t]>=solvent_storage_dict[y, "min_power"][gasturbine] * (EP[:eTotalCap_CCS_SS][y, gasturbine] + EP[:eTotalCap_CCS_SS][y, steamturbine])) + + # Maximum power generated per technology "y" at hour "t" and contribution to regulation and reserves up must be < max power + expr = extract_time_series_to_expression(EP[:vP_CCS_SS], CCS_SOLVENT_STORAGE) + add_similar_to_expression!(expr[CCS_SS_REG, :], EP[:vREG][CCS_SS_REG, :]) + add_similar_to_expression!(expr[CCS_SS_RSV, :], EP[:vRSV][CCS_SS_RSV, :]) + @constraint(EP, + [y in CCS_SOLVENT_STORAGE, t in 1:T], + expr[y, t]<=max_power(y, t) * (EP[:eTotalCap_CCS_SS][y, gasturbine] + EP[:eTotalCap_CCS_SS][y, steamturbine])) + end +end \ No newline at end of file diff --git a/src/model/resources/resources.jl b/src/model/resources/resources.jl index 66370b3fb9..6a7e5b5a5f 100644 --- a/src/model/resources/resources.jl +++ b/src/model/resources/resources.jl @@ -13,6 +13,7 @@ Possible values: - :VreStorage - :Electrolyzer - :AllamCycleLox +- :CCSSolventStorage """ const resource_types = (:Thermal, :Vre, @@ -22,7 +23,8 @@ const resource_types = (:Thermal, :FlexDemand, :VreStorage, :Electrolyzer, - :AllamCycleLOX) + :AllamCycleLOX, + :CCSSolventStorage) # Create composite types (structs) for each resource type in resource_types for r in resource_types @@ -1136,6 +1138,96 @@ end # duration for lox lox_duration(r::AbstractResource) = get(r, :lox_duration, default_zero) +# Flexible CCS with solvent storage +""" + ccs_solvent_storage(rs::Vector{T}) where T <: AbstractResource +Returns the indices of all CCS_SOLVENT_STORAGE resources in the vector `rs`. +""" +ccs_solvent_storage(rs::Vector{T}) where {T <: AbstractResource} = findall(r -> isa(r, CCSSolventStorage), rs) + +# cap size of each component +cap_size_mw_gasturbine(r::AbstractResource) = get(r, :cap_size_mw_gasturbine, default_percent) +cap_size_mw_steamturbine(r::AbstractResource) = get(r, :cap_size_mw_steamturbine, default_percent) +cap_size_ton_absorber(r::AbstractResource) = get(r, :cap_size_ton_absorber, default_percent) +cap_size_mw_compressor(r::AbstractResource) = get(r, :cap_size_mw_compressor, default_percent) +cap_size_ton_regenerator(r::AbstractResource) = get(r, :cap_size_ton_regenerator, default_percent) +cap_size_ton_solventstorage_rich(r::AbstractResource) = get(r, :cap_size_ton_solventstorage_rich, default_percent) +cap_size_ton_solventstorage_lean(r::AbstractResource) = get(r, :cap_size_ton_solventstorage_lean, default_percent) + +#cost related to ccs with solvent storage +inv_cost_per_mwyr_gasturbine(r::AbstractResource) = get(r, :inv_cost_per_mwyr_gasturbine, default_zero) +inv_cost_per_mwyr_steamturbine(r::AbstractResource) = get(r, :inv_cost_per_mwyr_steamturbine, default_zero) +inv_cost_per_tonyr_absorber(r::AbstractResource) = get(r, :inv_cost_per_tonyr_absorber, default_zero) +inv_cost_per_mwyr_compressor(r::AbstractResource) = get(r, :inv_cost_per_mwyr_compressor, default_zero) +inv_cost_per_tonyr_regenerator(r::AbstractResource) = get(r, :inv_cost_per_tonyr_regenerator, default_zero) +inv_cost_per_tonyr_solventstorage_rich(r::AbstractResource) = get(r, :inv_cost_per_tonyr_solventstorage_rich, default_zero) +inv_cost_per_tonyr_solventstorage_lean(r::AbstractResource) = get(r, :inv_cost_per_tonyr_solventstorage_lean, default_zero) + +fixed_om_cost_per_mwyr_gasturbine(r::AbstractResource) = get(r, :fixed_om_cost_per_mwyr_gasturbine, default_zero) +fixed_om_cost_per_mwyr_steamturbine(r::AbstractResource) = get(r, :fixed_om_cost_per_mwyr_steamturbine, default_zero) +fixed_om_cost_per_tonyr_absorber(r::AbstractResource) = get(r, :fixed_om_cost_per_tonyr_absorber, default_zero) +fixed_om_cost_per_mwyr_compressor(r::AbstractResource) = get(r, :fixed_om_cost_per_mwyr_compressor, default_zero) +fixed_om_cost_per_tonyr_regenerator(r::AbstractResource) = get(r, :fixed_om_cost_per_tonyr_regenerator, default_zero) +fixed_om_cost_per_tonyr_solventstorage_rich(r::AbstractResource) = get(r, :fixed_om_cost_per_tonyr_solventstorage_rich, default_zero) +fixed_om_cost_per_tonyr_solventstorage_lean(r::AbstractResource) = get(r, :fixed_om_cost_per_tonyr_solventstorage_lean, default_zero) + +var_om_cost_per_mwh_gasturbine(r::AbstractResource) = get(r, :var_om_cost_per_mwh_gasturbine, default_zero) +var_om_cost_per_mwh_steamturbine(r::AbstractResource) = get(r, :var_om_cost_per_mwh_steamturbine, default_zero) +var_om_cost_per_ton_absorber(r::AbstractResource) = get(r, :var_om_cost_per_ton_absorber, default_zero) +var_om_cost_per_mwh_compressor(r::AbstractResource) = get(r, :var_om_cost_per_mwh_compressor, default_zero) +var_om_cost_per_ton_regenerator(r::AbstractResource) = get(r, :var_om_cost_per_ton_regenerator, default_zero) +var_om_cost_per_ton_solventstorage_rich(r::AbstractResource) = get(r, :var_om_cost_per_ton_solventstorage_rich, default_zero) +var_om_cost_per_ton_solventstorage_lean(r::AbstractResource) = get(r, :var_om_cost_per_ton_solventstorage_lean, default_zero) + +start_cost_per_mw_gasturbine(r::AbstractResource) = get(r, :start_cost_per_mw_gasturbine, default_zero) +start_cost_per_mw_steamturbine(r::AbstractResource) = get(r, :start_cost_per_mw_steamturbine, default_zero) +start_cost_per_ton_absorber(r::AbstractResource) = get(r, :start_cost_per_ton_absorber, default_zero) +start_cost_per_mw_compressor(r::AbstractResource) = get(r, :start_cost_per_mw_compressor, default_zero) +start_cost_per_ton_regenerator(r::AbstractResource) = get(r, :start_cost_per_ton_regenerator, default_zero) +start_cost_per_ton_solventstorage_rich(r::AbstractResource) = get(r, :start_cost_per_ton_solventstorage_rich, default_zero) +start_cost_per_ton_solventstorage_lean(r::AbstractResource) = get(r, :start_cost_per_ton_solventstorage_lean, default_zero) + +start_fuel_mmbtu_per_mw_gasturbine(r::AbstractResource) = get(r, :start_fuel_mmbtu_per_mw_gasturbine, default_zero) +start_fuel_mmbtu_per_mw_steamturbine(r::AbstractResource) = get(r, :start_fuel_mmbtu_per_mw_steamturbine, default_zero) + +# unit commitment for ccs with solvent storage, only for turbines, absorbers, compressors, and regenerators +min_power_gasturbine(r::AbstractResource) = get(r, :min_power_percentage_gasturbine, default_zero) +min_power_steamturbine(r::AbstractResource) = get(r, :min_power_percentage_steamturbine, default_zero) +min_power_absorber(r::AbstractResource) = get(r, :min_power_percentage_absorber, default_zero) +min_power_compressor(r::AbstractResource) = get(r, :min_power_percentage_compressor, default_zero) +min_power_regenerator(r::AbstractResource) = get(r, :min_power_percentage_regenerator, default_zero) + +ramp_up_gasturbine(r::AbstractResource) = get(r, :ramp_up_percentage_gasturbine, default_percent) +ramp_up_steamturbine(r::AbstractResource) = get(r, :ramp_up_percentage_steamturbine, default_percent) +ramp_up_absorber(r::AbstractResource) = get(r, :ramp_up_percentage_absorber, default_percent) +ramp_up_compressor(r::AbstractResource) = get(r, :ramp_up_percentage_compressor, default_percent) +ramp_up_regenerator(r::AbstractResource) = get(r, :ramp_up_percentage_regenerator, default_percent) + +ramp_dn_gasturbine(r::AbstractResource) = get(r, :ramp_dn_percentage_gasturbine, default_percent) +ramp_dn_steamturbine(r::AbstractResource) = get(r, :ramp_dn_percentage_steamturbine, default_percent) +ramp_dn_absorber(r::AbstractResource) = get(r, :ramp_dn_percentage_absorber, default_percent) +ramp_dn_compressor(r::AbstractResource) = get(r, :ramp_dn_percentage_compressor, default_percent) +ramp_dn_regenerator(r::AbstractResource) = get(r, :ramp_dn_percentage_regenerator, default_percent) + +up_time_gasturbine(r::AbstractResource) = get(r, :up_time_gasturbine, default_zero) +up_time_steamturbine(r::AbstractResource) = get(r, :up_time_steamturbine, default_zero) +up_time_absorber(r::AbstractResource) = get(r, :up_time_absorber, default_zero) +up_time_compressor(r::AbstractResource) = get(r, :up_time_compressor, default_zero) +up_time_regenerator(r::AbstractResource) = get(r, :up_time_regenerator, default_zero) + +dn_time_gasturbine(r::AbstractResource) = get(r, :dn_time_gasturbine, default_zero) +dn_time_steamturbine(r::AbstractResource) = get(r, :dn_time_steamturbine, default_zero) +dn_time_absorber(r::AbstractResource) = get(r, :dn_time_absorber, default_zero) +dn_time_compressor(r::AbstractResource) = get(r, :dn_time_compressor, default_zero) +dn_time_regenerator(r::AbstractResource) = get(r, :dn_time_regenerator, default_zero) + +existing_cap_mw_gasturbine(r::AbstractResource) = get(r, :existing_cap_mw_gasturbine, default_zero) +existing_cap_mw_steamturbine(r::AbstractResource) = get(r, :existing_cap_mw_steamturbine, default_zero) +existing_cap_ton_absorber(r::AbstractResource) = get(r, :existing_cap_ton_absorber, default_zero) +existing_cap_mw_compressor(r::AbstractResource) = get(r, :existing_cap_mw_compressor, default_zero) +existing_cap_ton_regenerator(r::AbstractResource) = get(r, :existing_cap_ton_regenerator, default_zero) +existing_cap_ton_solventstorage_rich(r::AbstractResource) = get(r, :existing_cap_ton_solventstorage_rich, default_zero) +existing_cap_ton_solventstorage_lean(r::AbstractResource) = get(r, :existing_cap_ton_solventstorage_lean, default_zero) ## policies # co-located storage diff --git a/src/write_outputs/write_capacityfactor.jl b/src/write_outputs/write_capacityfactor.jl index c6f5352bf8..9a465712ef 100644 --- a/src/write_outputs/write_capacityfactor.jl +++ b/src/write_outputs/write_capacityfactor.jl @@ -15,6 +15,7 @@ function write_capacityfactor(path::AbstractString, inputs::Dict, setup::Dict, E ELECTROLYZER = inputs["ELECTROLYZER"] VRE_STOR = inputs["VRE_STOR"] ALLAM_CYCLE_LOX = inputs["ALLAM_CYCLE_LOX"] + CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] weight = inputs["omega"] df = DataFrame(Resource = inputs["RESOURCE_NAMES"], diff --git a/src/write_outputs/write_ccs_solvent_storage.jl b/src/write_outputs/write_ccs_solvent_storage.jl new file mode 100644 index 0000000000..356d0fbe55 --- /dev/null +++ b/src/write_outputs/write_ccs_solvent_storage.jl @@ -0,0 +1,267 @@ +@doc raw""" + write_ccs_ss_capacity(path::AbstractString, inputs::Dict, setup::Dict, EP::Model)) + +Function for writing the diferent capacities for the CCS_SOLVENT_STORAGE technologies (starting capacities or, existing capacities, retired capacities, and new-built capacities). +""" +function write_ccs_ss_capacity(path::AbstractString, inputs::Dict, setup::Dict, EP::Model) + # Capacity decisions + gen = inputs["RESOURCES"] + CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] + COMMIT_CCS_SS = setup["UCommit"] > 1 ? CCS_SOLVENT_STORAGE : Int[] + MultiStage = setup["MultiStage"] + + # CCS_SOLVENT_STORAGE components + # components of ccs generators with solvent storage + # by default, i = 1 -> gas turbine; i = 2 -> steam turbine; + # i = 3 -> absorber; i = 4 -> compressor; i = 5 -> regenerator; + # i = 6 -> rich solvent storage; i = 7 -> lean solvent storage + gasturbine, steamturbine, absorber, compressor, regenerator, solventstorage_rich, solventstorage_lean = 1, 2, 3, 4, 5, 6, 7 + + # get component-wise data + solvent_storage_dict = inputs["solvent_storage_dict"] + + G = inputs["G"] + capCCS_SS_gasturbine = zeros(G) + capCCS_SS_steamturbine = zeros(G) + capCCS_SS_absorber = zeros(G) + capCCS_SS_compressor = zeros(G) + capCCS_SS_regenerator = zeros(G) + capCCS_SS_solventstorage_rich = zeros(G) + capCCS_SS_solventstorage_lean = zeros(G) + + # new cap + for y in CCS_SOLVENT_STORAGE + if y in intersect(inputs["NEW_CAP"], COMMIT_CCS_SS) + capCCS_SS_gasturbine[y] = value.(EP[:vCAP_CCS_SS])[y, gasturbine]* solvent_storage_dict[y,"cap_size"][gasturbine] + capCCS_SS_steamturbine[y] = value.(EP[:vCAP_CCS_SS])[y, steamturbine]* solvent_storage_dict[y,"cap_size"][steamturbine] + capCCS_SS_absorber[y] = value.(EP[:vCAP_CCS_SS])[y, absorber]* solvent_storage_dict[y,"cap_size"][absorber] + capCCS_SS_compressor[y] = value.(EP[:vCAP_CCS_SS])[y, compressor]* solvent_storage_dict[y,"cap_size"][compressor] + capCCS_SS_regenerator[y] = value.(EP[:vCAP_CCS_SS])[y, regenerator]* solvent_storage_dict[y,"cap_size"][regenerator] + capCCS_SS_solventstorage_rich[y] = value.(EP[:vCAP_CCS_SS])[y, solventstorage_rich]* solvent_storage_dict[y,"cap_size"][solventstorage_rich] + capCCS_SS_solventstorage_lean[y] = value.(EP[:vCAP_CCS_SS])[y, solventstorage_lean]* solvent_storage_dict[y,"cap_size"][solventstorage_lean] + elseif y in inputs["NEW_CAP"] + capCCS_SS_gasturbine[y] = value.(EP[:vCAP_CCS_SS])[y, gasturbine] + capCCS_SS_steamturbine[y] = value.(EP[:vCAP_CCS_SS])[y, steamturbine] + capCCS_SS_absorber[y] = value.(EP[:vCAP_CCS_SS])[y, absorber] + capCCS_SS_compressor[y] = value.(EP[:vCAP_CCS_SS])[y, compressor] + capCCS_SS_regenerator[y] = value.(EP[:vCAP_CCS_SS])[y, regenerator] + capCCS_SS_solventstorage_rich[y] = value.(EP[:vCAP_CCS_SS])[y, solventstorage_rich] + capCCS_SS_solventstorage_lean[y] = value.(EP[:vCAP_CCS_SS])[y, solventstorage_lean] + end + end + + # retired cap + retcapCCS_SS_gasturbine = zeros(size(inputs["RESOURCE_NAMES"])) + retcapCCS_SS_steamturbine = zeros(size(inputs["RESOURCE_NAMES"])) + retcapCCS_SS_absorber = zeros(size(inputs["RESOURCE_NAMES"])) + retcapCCS_SS_compressor = zeros(size(inputs["RESOURCE_NAMES"])) + retcapCCS_SS_regenerator = zeros(size(inputs["RESOURCE_NAMES"])) + retcapCCS_SS_solventstorage_rich = zeros(size(inputs["RESOURCE_NAMES"])) + retcapCCS_SS_solventstorage_lean = zeros(size(inputs["RESOURCE_NAMES"])) + + for y in CCS_SOLVENT_STORAGE + if y in intersect(COMMIT_CCS_SS, inputs["RET_CAP"]) + retcapCCS_SS_gasturbine[y] = value.(EP[:vRETCAP_CCS_SS])[y, gasturbine]* solvent_storage_dict[y,"cap_size"][gasturbine] + retcapCCS_SS_steamturbine[y] = value.(EP[:vRETCAP_CCS_SS])[y, steamturbine]* solvent_storage_dict[y,"cap_size"][steamturbine] + retcapCCS_SS_absorber[y] = value.(EP[:vRETCAP_CCS_SS])[y, absorber]* solvent_storage_dict[y,"cap_size"][absorber] + retcapCCS_SS_compressor[y] = value.(EP[:vRETCAP_CCS_SS])[y, compressor]* solvent_storage_dict[y,"cap_size"][compressor] + retcapCCS_SS_regenerator[y] = value.(EP[:vRETCAP_CCS_SS])[y, regenerator]* solvent_storage_dict[y,"cap_size"][regenerator] + retcapCCS_SS_solventstorage_rich[y] = value.(EP[:vRETCAP_CCS_SS])[y, solventstorage_rich]* solvent_storage_dict[y,"cap_size"][solventstorage_rich] + retcapCCS_SS_solventstorage_lean[y] = value.(EP[:vRETCAP_CCS_SS])[y, solventstorage_lean]* solvent_storage_dict[y,"cap_size"][solventstorage_lean] + elseif y in inputs["RET_CAP"] + retcapCCS_SS_gasturbine[y] = value.(EP[:vRETCAP_CCS_SS])[y, gasturbine] + retcapCCS_SS_steamturbine[y] = value.(EP[:vRETCAP_CCS_SS])[y, steamturbine] + retcapCCS_SS_absorber[y] = value.(EP[:vRETCAP_CCS_SS])[y, absorber] + retcapCCS_SS_compressor[y] = value.(EP[:vRETCAP_CCS_SS])[y, compressor] + retcapCCS_SS_regenerator[y] = value.(EP[:vRETCAP_CCS_SS])[y, regenerator] + retcapCCS_SS_solventstorage_rich[y] = value.(EP[:vRETCAP_CCS_SS])[y, solventstorage_rich] + retcapCCS_SS_solventstorage_lean[y] = value.(EP[:vRETCAP_CCS_SS])[y, solventstorage_lean] + end + end + + dfCapCCS_SS = DataFrame(Resource = gen.resource[CCS_SOLVENT_STORAGE], + Zone = gen.zone[CCS_SOLVENT_STORAGE], + + StartCap_GasTrubine_MW = MultiStage == 1 ? value.(EP[:vEXISTINGCAP_CCS_SS]) : [solvent_storage_dict[y, "existing_cap"][gasturbine] for y in CCS_SOLVENT_STORAGE], + StartCap_SteamTrubine_MW = MultiStage == 1 ? value.(EP[:vEXISTINGCAP_CCS_SS]) : [solvent_storage_dict[y, "existing_cap"][steamturbine] for y in CCS_SOLVENT_STORAGE], + StartCap_Absorber_t = MultiStage == 1 ? value.(EP[:vEXISTINGCAP_CCS_SS]) : [solvent_storage_dict[y, "existing_cap"][absorber] for y in CCS_SOLVENT_STORAGE], + StartCap_Compressor_MW = MultiStage == 1 ? value.(EP[:vEXISTINGCAP_CCS_SS]) : [solvent_storage_dict[y, "existing_cap"][compressor] for y in CCS_SOLVENT_STORAGE], + StartCap_Regenerator_t = MultiStage == 1 ? value.(EP[:vEXISTINGCAP_CCS_SS]) : [solvent_storage_dict[y, "existing_cap"][regenerator] for y in CCS_SOLVENT_STORAGE], + StartCap_SolventStorageRich_t = MultiStage == 1 ? value.(EP[:vEXISTINGCAP_CCS_SS]) : [solvent_storage_dict[y, "existing_cap"][solventstorage_rich] for y in CCS_SOLVENT_STORAGE], + StartCap_SolventStorageLean_t = MultiStage == 1 ? value.(EP[:vEXISTINGCAP_CCS_SS]) : [solvent_storage_dict[y, "existing_cap"][solventstorage_lean] for y in CCS_SOLVENT_STORAGE], + + NewCap_GasTrubine_MW = capCCS_SS_gasturbine[CCS_SOLVENT_STORAGE], + NewCap_SteamTrubine_MW = capCCS_SS_steamturbine[CCS_SOLVENT_STORAGE], + NewCap_Absorber_t = capCCS_SS_absorber[CCS_SOLVENT_STORAGE], + NewCap_Compressor_MW = capCCS_SS_compressor[CCS_SOLVENT_STORAGE], + NewCap_Regenerator_t = capCCS_SS_regenerator[CCS_SOLVENT_STORAGE], + NewCap_SolventStorageRich_t = capCCS_SS_solventstorage_rich[CCS_SOLVENT_STORAGE], + NewCap_SolventStorageLean_t = capCCS_SS_solventstorage_lean[CCS_SOLVENT_STORAGE], + + RetCap_GasTrubine_MW = retcapCCS_SS_gasturbine[CCS_SOLVENT_STORAGE], + RetCap_SteamTrubine_MW = retcapCCS_SS_steamturbine[CCS_SOLVENT_STORAGE], + RetCap_Absorber_t = retcapCCS_SS_absorber[CCS_SOLVENT_STORAGE], + RetCap_Compressor_MW = retcapCCS_SS_compressor[CCS_SOLVENT_STORAGE], + RetCap_Regenerator_t = retcapCCS_SS_regenerator[CCS_SOLVENT_STORAGE], + RetCap_SolventStorageRich_t = retcapCCS_SS_solventstorage_rich[CCS_SOLVENT_STORAGE], + RetCap_SolventStorageLean_t = retcapCCS_SS_solventstorage_lean[CCS_SOLVENT_STORAGE], + + EndCap_GasTrubine_MW = [value.(EP[:eTotalCap_CCS_SS])[y,gasturbine] for y in CCS_SOLVENT_STORAGE], + EndCap_SteamTrubine_MW = [value.(EP[:eTotalCap_CCS_SS])[y,steamturbine] for y in CCS_SOLVENT_STORAGE], + EndCap_Absorber_t = [value.(EP[:eTotalCap_CCS_SS])[y,absorber] for y in CCS_SOLVENT_STORAGE], + EndCap_Compressor_MW = [value.(EP[:eTotalCap_CCS_SS])[y,compressor] for y in CCS_SOLVENT_STORAGE], + EndCap_Regenerator_t = [value.(EP[:eTotalCap_CCS_SS])[y,regenerator] for y in CCS_SOLVENT_STORAGE], + EndCap_SolventStorageRich_t = [value.(EP[:eTotalCap_CCS_SS])[y,solventstorage_rich] for y in CCS_SOLVENT_STORAGE], + EndCap_SolventStorageLean_t = [value.(EP[:eTotalCap_CCS_SS])[y,solventstorage_lean] for y in CCS_SOLVENT_STORAGE] + ) + + if setup["ParameterScale"] == 1 + columns_to_scale = [ + :StartCap_GasTrubine_MW, + :RetCap_GasTrubine_MW, + :NewCap_GasTrubine_MW, + :EndCap_GasTrubine_MW, + + :StartCap_SteamTrubine_MW, + :RetCap_SteamTrubine_MW, + :NewCap_SteamTrubine_MW, + :EndCap_SteamTrubine_MW, + + :StartCap_Absorber_t, + :RetCap_Absorber_t, + :NewCap_Absorber_t, + :EndCap_Absorber_t, + + :StartCap_Compressor_MW, + :RetCap_Compressor_MW, + :NewCap_Compressor_MW, + :EndCap_Compressor_MW, + + :StartCap_Regenerator_t, + :RetCap_Regenerator_t, + :NewCap_Regenerator_t, + :EndCap_Regenerator_t, + + :StartCap_SolventStorageRich_t, + :RetCap_SolventStorageRich_t, + :NewCap_SolventStorageRich_t, + :EndCap_SolventStorageRich_t, + + :StartCap_SolventStorageLean_t, + :RetCap_SolventStorageLean_t, + :NewCap_SolventStorageLean_t, + :EndCap_SolventStorageLean_t, + ] + + scale_columns!(dfCapCCS_SS, columns_to_scale, ModelScalingFactor) + end + + total_solvent_storage = DataFrame( + Resource = "Total", Zone = "n/a", + StartCap_GasTrubine_MW = sum(dfCapCCS_SS[!,:StartCap_GasTrubine_MW]), + RetCap_GasTrubine_MW = sum(dfCapCCS_SS[!,:RetCap_GasTrubine_MW]), + NewCap_GasTrubine_MW = sum(dfCapCCS_SS[!,:NewCap_GasTrubine_MW]), + EndCap_GasTrubine_MW = sum(dfCapCCS_SS[!,:EndCap_GasTrubine_MW]), + + StartCap_SteamTrubine_MW = sum(dfCapCCS_SS[!,:StartCap_SteamTrubine_MW]), + RetCap_SteamTrubine_MW = sum(dfCapCCS_SS[!,:RetCap_SteamTrubine_MW]), + NewCap_SteamTrubine_MW = sum(dfCapCCS_SS[!,:NewCap_SteamTrubine_MW]), + EndCap_SteamTrubine_MW = sum(dfCapCCS_SS[!,:EndCap_SteamTrubine_MW]), + + StartCap_Absorber_t = sum(dfCapCCS_SS[!,:StartCap_Absorber_t]), + RetCap_Absorber_t = sum(dfCapCCS_SS[!,:RetCap_Absorber_t]), + NewCap_Absorber_t = sum(dfCapCCS_SS[!,:NewCap_Absorber_t]), + EndCap_Absorber_t = sum(dfCapCCS_SS[!,:EndCap_Absorber_t]), + + StartCap_Compressor_MW = sum(dfCapCCS_SS[!,:StartCap_Compressor_MW]), + RetCap_Compressor_MW = sum(dfCapCCS_SS[!,:RetCap_Compressor_MW]), + NewCap_Compressor_MW = sum(dfCapCCS_SS[!,:NewCap_Compressor_MW]), + EndCap_Compressor_MW = sum(dfCapCCS_SS[!,:EndCap_Compressor_MW]), + + StartCap_Regenerator_t = sum(dfCapCCS_SS[!,:StartCap_Regenerator_t]), + RetCap_Regenerator_t = sum(dfCapCCS_SS[!,:RetCap_Regenerator_t]), + NewCap_Regenerator_t = sum(dfCapCCS_SS[!,:NewCap_Regenerator_t]), + EndCap_Regenerator_t = sum(dfCapCCS_SS[!,:EndCap_Regenerator_t]), + + StartCap_SolventStorageRich_t = sum(dfCapCCS_SS[!,:StartCap_SolventStorageRich_t]), + RetCap_SolventStorageRich_t = sum(dfCapCCS_SS[!,:RetCap_SolventStorageRich_t]), + NewCap_SolventStorageRich_t = sum(dfCapCCS_SS[!,:NewCap_SolventStorageRich_t]), + EndCap_SolventStorageRich_t = sum(dfCapCCS_SS[!,:EndCap_SolventStorageRich_t]), + + StartCap_SolventStorageLean_t = sum(dfCapCCS_SS[!,:StartCap_SolventStorageLean_t]), + RetCap_SolventStorageLean_t = sum(dfCapCCS_SS[!,:RetCap_SolventStorageLean_t]), + NewCap_SolventStorageLean_t = sum(dfCapCCS_SS[!,:NewCap_SolventStorageLean_t]), + EndCap_SolventStorageLean_t = sum(dfCapCCS_SS[!,:EndCap_SolventStorageLean_t]), + ) + + dfCapCCS_SS = vcat(dfCapCCS_SS, total_solvent_storage) + CSV.write(joinpath(path,"capacity_CCS_SOLVENT_STORAGE.csv"), dfCapCCS_SS) + + end + + function write_ccs_ss_output(path::AbstractString, inputs::Dict, setup::Dict, EP::Model) + CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] + T = inputs["T"] + # CCS_SOLVENT_STORAGE components + # components of ccs generators with solvent storage + # by default, i = 1 -> gas turbine; i = 2 -> steam turbine; + # i = 3 -> absorber; i = 4 -> compressor; i = 5 -> regenerator; + # i = 6 -> rich solvent storage; i = 7 -> lean solvent storage + gasturbine, steamturbine, absorber, compressor, regenerator, solventstorage_rich, solventstorage_lean = 1, 2, 3, 4, 5, 6, 7 + + @expression(EP, eNetPowerCCS_SS[y in CCS_SOLVENT_STORAGE, t = 1:T], + EP[:eP_CCS_SS][y,t] - EP[:vCHARGE_CCS_SS][y,t]) + + # Power injected by each resource in each time step + solvent_storage_resources = inputs["RESOURCE_NAMES"][CCS_SOLVENT_STORAGE] + dfCCS_SS_output = DataFrame(Resource = + [solvent_storage_resources .*"_gasturbine_power_mw"; + solvent_storage_resources .*"_steamturbine_power_mw"; + solvent_storage_resources .*"_combinedcycle_commit"; + solvent_storage_resources .*"_net_power_output_mw"; + solvent_storage_resources .*"_absorber_CO2_t"; + solvent_storage_resources .*"_absorber_commit"; + solvent_storage_resources .*"_compressor_commit"; + solvent_storage_resources .*"_regenerator_CO2_t"; + + ]) + + # unit commitment is grouped + # combinedcycle_commit is used for both gas and steam turbines + # compressor_commit is used for both compressors and compressors + # absorber_commit is used only for absorbers + if setup["UCommit"] > 0 + combinedcycle_commit = value.(EP[:vCOMMIT_CCS_SS])[:, gasturbine, :] + compressor_commit = value.(EP[:vCOMMIT_CCS_SS])[:, compressor, :] + absorber_commit = value.(EP[:vCOMMIT_CCS_SS])[:, absorber, :] + else + combinedcycle_commit = zeros(1,T) + compressor_commit = zeros(1,T) + absorber_commit = zeros(1,T) + end + gross_power_gasturbine = value.(EP[:vOutput_CCS_SS])[:,gasturbine,:] + gross_power_steamturbine = value.(EP[:vOutput_CCS_SS])[:,steamturbine,:] + net_power_out = value.(EP[:eNetPowerCCS_SS])[:,:] + absorber_co2 = value.(EP[:vOutput_CCS_SS])[:,absorber,:] + regenerator_co2 = value.(EP[:vOutput_CCS_SS])[:,regenerator,:] + + if setup["ParameterScale"] == 1 + gross_power_gasturbine *= ModelScalingFactor + gross_power_steamturbine *= ModelScalingFactor + net_power_out *= ModelScalingFactor + absorber_co2 *= ModelScalingFactor + regenerator_co2 *= ModelScalingFactor + end + + solvent_storage_output = [Array(gross_power_gasturbine); + Array(gross_power_steamturbine); + Array(combinedcycle_commit); + Array(net_power_out); + Array(absorber_co2); + Array(absorber_commit); + Array(regenerator_co2); + Array(compressor_commit)] + + final_solvent_storage = permutedims(DataFrame(hcat(Array(dfCCS_SS_output), solvent_storage_output), :auto)) + CSV.write(joinpath(path,"output_CCS_SOLVENT_STORAGE.csv"), final_solvent_storage, writeheader = false) +end diff --git a/src/write_outputs/write_charge.jl b/src/write_outputs/write_charge.jl index 35f2331847..d3a4fbc2bf 100644 --- a/src/write_outputs/write_charge.jl +++ b/src/write_outputs/write_charge.jl @@ -15,6 +15,7 @@ function write_charge(path::AbstractString, inputs::Dict, setup::Dict, EP::Model ALLAM_CYCLE_LOX = inputs["ALLAM_CYCLE_LOX"] VRE_STOR = inputs["VRE_STOR"] VS_STOR = !isempty(VRE_STOR) ? inputs["VS_STOR"] : [] + CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] FUSION = ids_with(gen, :fusion) weight = inputs["omega"] @@ -38,6 +39,10 @@ function write_charge(path::AbstractString, inputs::Dict, setup::Dict, EP::Model push!(charge, value.(EP[:vCHARGE_VRE_STOR])) push!(charge_ids, VS_STOR) end + if !isempty(CCS_SOLVENT_STORAGE) + push!(charge, value.(EP[:vCHARGE_CCS_SS])) + push!(charge_ids, CCS_SOLVENT_STORAGE) + end if !isempty(FUSION) _, mat = prepare_fusion_parasitic_power(EP, inputs) push!(charge, mat) diff --git a/src/write_outputs/write_outputs.jl b/src/write_outputs/write_outputs.jl index e8ce378e71..4e2faffe22 100644 --- a/src/write_outputs/write_outputs.jl +++ b/src/write_outputs/write_outputs.jl @@ -165,6 +165,15 @@ function write_outputs(EP::Model, path::AbstractString, setup::Dict, inputs::Dic write_allam_capacity(path, inputs, setup, EP) write_allam_output(path, inputs, setup, EP) end + + if !isempty(inputs["CCS_SOLVENT_STORAGE"]) + elapsed_time_output_ccs_ss = @elapsed write_ccs_ss_output(path, inputs, setup, EP) + println("Time elapsed for writing output from CCS with solvent storage is") + println(elapsed_time_output_ccs_ss) + elapsed_time_capacity_ccs_ss = @elapsed write_ccs_ss_capacity(path, inputs, setup, EP) + println("Time elapsed for writing capacity of CCS with solvent storage is") + println(elapsed_time_capacity_ccs_ss) + end if has_duals(EP) == 1 if output_settings_d["WriteReliability"] From 2b57881b75c9e2af3a86113699e1f7f4c542bbff Mon Sep 17 00:00:00 2001 From: ql0320 Date: Fri, 22 Nov 2024 12:36:13 -0500 Subject: [PATCH 02/25] Modify output files; add documentation --- .../policies/CO2_cap.csv | 6 +- .../resources/CCS_Solvent_Storage.csv | 8 +- .../settings/genx_settings.yml | 5 +- .../system/Demand_data.csv | 17520 ++++++++-------- src/configure_settings/configure_settings.jl | 3 +- src/load_inputs/load_resources_data.jl | 18 + src/model/core/co2.jl | 12 +- src/model/core/fuel.jl | 27 +- .../flexible_ccs/ccs_solvent_storage.jl | 145 +- .../ccs_solvent_storage_commit.jl | 86 +- .../ccs_solvent_storage_no_commit.jl | 30 +- src/model/resources/resources.jl | 16 + src/write_outputs/write_capacity.jl | 33 +- src/write_outputs/write_capacityfactor.jl | 2 +- .../write_ccs_solvent_storage.jl | 25 +- src/write_outputs/write_costs.jl | 18 + src/write_outputs/write_net_revenue.jl | 9 + src/write_outputs/write_power_balance.jl | 19 +- 18 files changed, 9058 insertions(+), 8924 deletions(-) diff --git a/example_systems/11_three_zones_CCS_solvent_storage/policies/CO2_cap.csv b/example_systems/11_three_zones_CCS_solvent_storage/policies/CO2_cap.csv index fbd59924ee..234fb9e36b 100644 --- a/example_systems/11_three_zones_CCS_solvent_storage/policies/CO2_cap.csv +++ b/example_systems/11_three_zones_CCS_solvent_storage/policies/CO2_cap.csv @@ -1,4 +1,4 @@ ,Network_zones,CO_2_Cap_Zone_1,CO_2_Cap_Zone_2,CO_2_Cap_Zone_3,CO_2_Max_tons_MWh_1,CO_2_Max_tons_MWh_2,CO_2_Max_tons_MWh_3,CO_2_Max_Mtons_1,CO_2_Max_Mtons_2,CO_2_Max_Mtons_3 -MA,z1,1,0,0,0.05,0,0,0.018,0,0 -CT,z2,0,1,0,0,0.05,0,0,0.025,0 -ME,z3,0,0,1,0,0,0.05,0,0,0.025 +MA,z1,1,0,0,0.05,0,0,0.2,0,0 +CT,z2,0,1,0,0,0.05,0,0,0.2,0 +ME,z3,0,0,1,0,0,0.05,0,0,0.2 \ No newline at end of file diff --git a/example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage.csv b/example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage.csv index d820aa0fa6..76f3d2735a 100644 --- a/example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage.csv +++ b/example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage.csv @@ -1,4 +1,4 @@ -Resource,Zone,cluster,New_Build,Can_Retire,Cap_Res,region,Existing_Cap_MW,Existing_Cap_MW_GasTurbine,Cap_Size_MW_GasTurbine,Inv_Cost_per_MWyr_GasTurbine,Fixed_OM_Cost_per_MWyr_GasTurbine,Var_OM_Cost_per_MWh_GasTurbine,Start_Cost_per_MW_GasTurbine,Start_Fuel_MMBTU_per_MW_GasTurbine,Fuel,HeatRate_MMBTU_per_MWh_GasTurbine,Min_Power_Percentage_GasTurbine,Ramp_Up_Percentage_GasTurbine,Ramp_Dn_Percentage_GasTurbine,Up_Time_GasTurbine,Down_Time_GasTurbine,Existing_Cap_MW_SteamTurbine,Cap_Size_MW_SteamTurbine,Inv_Cost_per_MWyr_SteamTurbine,Fixed_OM_Cost_per_MWyr_SteamTurbine,Var_OM_Cost_per_MWh_SteamTurbine,Start_Cost_per_MW_SteamTurbine,Start_Fuel_MMBTU_per_MW_SteamTurbine,Min_Power_Percentage_SteamTurbine,Ramp_Up_Percentage_SteamTurbine,Ramp_Dn_Percentage_SteamTurbine,Up_Time_SteamTurbine,Down_Time_SteamTurbine,HeatRate_MMBTU_per_MWh_SteamTurbine_High,HeatRate_MMBTU_per_MWh_SteamTurbine_Mid,HeatRate_MMBTU_per_MWh_SteamTurbine_Low,SteamRate_High_percentage,SteamRate_Mid_Percentage,SteamRate_Low_Percentage,Existing_Cap_Ton_Absorber,Cap_Size_Ton_Absorber,Inv_Cost_per_Tonyr_Absorber,Fixed_OM_Cost_per_Tonyr_Absorber,Var_OM_Cost_per_Ton_Absorber,Start_Cost_per_Ton_Absorber,Min_Power_Percentage_Absorber,Ramp_Up_Percentage_Absorber,Ramp_Dn_Percentage_Absorber,Up_Time_Absorber,Down_Time_Absorber,PowerUseRate_MWh_per_Ton_CO2_Absorber,Existing_Cap_MW_Compressor,Cap_Size_MW_Compressor,Inv_Cost_per_MWyr_Compressor,Fixed_OM_Cost_per_MWhyr_Compressor,Var_OM_Cost_per_MWh_Compressor,Start_Cost_per_MW_Compressor,Min_Power_Percentage_Compressor,Ramp_Up_Percentage_Compressor,Ramp_Dn_Percentage_Compressor,Up_Time_Compressor,Down_Time_Compressor,PowerUseRate_MWh_per_Ton_CO2_Compressor,Existing_Cap_Ton_Regenerator,Cap_Size_Ton_Regenerator,Inv_Cost_per_Tonyr_Regenerator,Fixed_OM_Cost_per_Tonyr_Regenerator,Var_OM_Cost_per_Ton_Regenerator,Start_Cost_per_Ton_Regenerator,Min_Power_Percentage_Regenerator,Ramp_Up_Percentage_Regenerator,Ramp_Dn_Percentage_Regenerator,Up_Time_Regenerator,Down_Time_Regenerator,SteamUseRate_MMBTU_per_Ton,Existing_Cap_Ton_SolventStorage_Rich,Cap_Size_Ton_SolventStorage_Rich,Inv_Cost_per_Tonyr_SolventStorage_Rich,Fixed_OM_Cost_per_Tonyr_SolventStorage_Rich,Var_OM_Cost_per_Ton_SolventStorage_Rich,Start_Cost_per_Ton_SolventStorage_Rich,Min_Power_Percentage_SolventStorage_Rich,Ramp_Up_Percentage_SolventStorage_Rich,Ramp_Dn_Percentage_SolventStorage_Rich,Up_Time_SolventStorage_Rich,Down_Time_SolventStorage_Rich,Existing_Cap_Ton_SolventStorage_Lean,Cap_Size_Ton_SolventStorage_Lean,Inv_Cost_per_Tonyr_SolventStorage_Lean,Fixed_OM_Cost_per_Tonyr_SolventStorage_Lean,Var_OM_Cost_per_Ton_SolventStorage_Lean,Start_Cost_per_Ton_SolventStorage_Lean,Min_Power_Percentage_SolventStorage_Lean,Ramp_Up_Percentage_SolventStorage_Lean,Ramp_Dn_Percentage_SolventStorage_Lean,Up_Time_SolventStorage_Lean,Down_Time_SolventStorage_Lean,CO2_Loading_Ton_per_Ton_Solvent,PowerUseRate_MWh_per_MMBTU_Fuel_Other,CO2_Capture_Fraction,CO2_Capture_Fraction_Startup,CCS_Disposal_Cost_per_Metric_Ton -MA_CCS_SolventStorage,1,0,1,0,0.95,MA,0,0,300,94939.377,56969,3.28,106,2,MA_NG,9.69,0.25,1,1,6,6,0,1,94939.377,56969,3.28,106,2,0,1,1,6,6,29.07,22.32,15.25,0.35,0.42,0.4,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0.048,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0.077,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,3.5,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0.141,0.003,0.985,0.985,23 -CT_CCS_SolventStorage,2,0,1,0,0.95,CT,0,0,300,94939.377,56969,3.28,106,2,CT_NG,9.69,0.25,1,1,6,6,0,1,94939.377,56969,3.28,106,2,0,1,1,6,6,29.07,22.32,15.25,0.35,0.42,0.4,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0.048,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0.077,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,3.5,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0.141,0.003,0.985,0.985,23 -ME_CCS_SolventStorage,3,0,1,0,0.95,ME,0,0,300,94939.377,56969,3.28,106,2,ME_NG,9.69,0.25,1,1,6,6,0,1,94939.377,56969,3.28,106,2,0,1,1,6,6,29.07,22.32,15.25,0.35,0.42,0.4,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0.048,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0.077,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,3.5,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0,1,94939.377,56969,3.28,106,0.25,1,1,6,6,0.141,0.003,0.985,0.985,23 \ No newline at end of file +Resource,Zone,cluster,New_Build,Can_Retire,Cap_Res,region,Start_Fuel_MMBTU_per_MW,HeatRate_MMBTU_per_MWh,Existing_Cap_MW,Existing_Cap_MW_GasTurbine,Cap_Size_MW_GasTurbine,Max_Cap_MW_Gasturbine,Inv_Cost_per_MWyr_GasTurbine,Fixed_OM_Cost_per_MWyr_GasTurbine,Var_OM_Cost_per_MWh_GasTurbine,Start_Cost_per_MW_GasTurbine,Fuel,Min_Power_Percentage_GasTurbine,Ramp_Up_Percentage_GasTurbine,Ramp_Dn_Percentage_GasTurbine,Up_Time_GasTurbine,Down_Time_GasTurbine,Existing_Cap_MW_SteamTurbine,Cap_Size_MW_SteamTurbine,Inv_Cost_per_MWyr_SteamTurbine,Fixed_OM_Cost_per_MWyr_SteamTurbine,Var_OM_Cost_per_MWh_SteamTurbine,Start_Cost_per_MW_SteamTurbine,Min_Power_Percentage_SteamTurbine,Ramp_Up_Percentage_SteamTurbine,Ramp_Dn_Percentage_SteamTurbine,Up_Time_SteamTurbine,Down_Time_SteamTurbine,HeatRate_MMBTU_per_MWh_SteamTurbine_High,HeatRate_MMBTU_per_MWh_SteamTurbine_Mid,HeatRate_MMBTU_per_MWh_SteamTurbine_Low,SteamRate_High_percentage,SteamRate_Mid_Percentage,SteamRate_Low_Percentage,Existing_Cap_Ton_Absorber,Cap_Size_Ton_Absorber,Inv_Cost_per_Tonyr_Absorber,Fixed_OM_Cost_per_Tonyr_Absorber,Var_OM_Cost_per_Ton_Absorber,Start_Cost_per_Ton_Absorber,Min_Power_Percentage_Absorber,Ramp_Up_Percentage_Absorber,Ramp_Dn_Percentage_Absorber,Up_Time_Absorber,Down_Time_Absorber,PowerUseRate_MWh_per_Ton_CO2_Absorber,Existing_Cap_MW_Compressor,Cap_Size_MW_Compressor,Inv_Cost_per_MWyr_Compressor,Fixed_OM_Cost_per_MWhyr_Compressor,Var_OM_Cost_per_MWh_Compressor,Start_Cost_per_MW_Compressor,Min_Power_Percentage_Compressor,Ramp_Up_Percentage_Compressor,Ramp_Dn_Percentage_Compressor,Up_Time_Compressor,Down_Time_Compressor,PowerUseRate_MWh_per_Ton_CO2_Compressor,Existing_Cap_Ton_Regenerator,Cap_Size_Ton_Regenerator,Inv_Cost_per_Tonyr_Regenerator,Fixed_OM_Cost_per_Tonyr_Regenerator,Var_OM_Cost_per_Ton_Regenerator,Start_Cost_per_Ton_Regenerator,Min_Power_Percentage_Regenerator,Ramp_Up_Percentage_Regenerator,Ramp_Dn_Percentage_Regenerator,Up_Time_Regenerator,Down_Time_Regenerator,SteamUseRate_MMBTU_per_Ton,Existing_Cap_Ton_SolventStorage_Rich,max_cap_ton_solventstorage_rich,Cap_Size_Ton_SolventStorage_Rich,Inv_Cost_per_Tonyr_SolventStorage_Rich,Fixed_OM_Cost_per_Tonyr_SolventStorage_Rich,Var_OM_Cost_per_Ton_SolventStorage_Rich,Start_Cost_per_Ton_SolventStorage_Rich,Min_Power_Percentage_SolventStorage_Rich,Ramp_Up_Percentage_SolventStorage_Rich,Ramp_Dn_Percentage_SolventStorage_Rich,Up_Time_SolventStorage_Rich,Down_Time_SolventStorage_Rich,Existing_Cap_Ton_SolventStorage_Lean,max_cap_ton_solventstorage_lean,Cap_Size_Ton_SolventStorage_Lean,Inv_Cost_per_Tonyr_SolventStorage_Lean,Fixed_OM_Cost_per_Tonyr_SolventStorage_Lean,Var_OM_Cost_per_Ton_SolventStorage_Lean,Start_Cost_per_Ton_SolventStorage_Lean,Min_Power_Percentage_SolventStorage_Lean,Ramp_Up_Percentage_SolventStorage_Lean,Ramp_Dn_Percentage_SolventStorage_Lean,Up_Time_SolventStorage_Lean,Down_Time_SolventStorage_Lean,CO2_Loading_Ton_per_Ton_Solvent,PowerUseRate_MWh_per_MMBTU_Fuel_Other,CO2_Capture_Fraction,CO2_Capture_Fraction_Startup,CCS_Disposal_Cost_per_Metric_Ton +MA_CCS_SolventStorage,1,0,1,0,0.95,MA,0,9.69,0,0,300,-1,68954.7,22831,1.67,95,MA_NG,0.2,0.64,0.64,6,6,0,300,29552,9784.8,1.67,95,0.2,0.64,0.64,6,6,29.07,22.32,15.25,0.35,0.42,0.4,0,1,195400,0,11.2,14,0.2,0.64,0.64,6,6,0.048,0,1,353130,0,0,0,0,0.64,0.64,6,6,0.077,0,1,41940,0,0,14,0,0.64,0.64,6,6,3.5,50,0,1,9999999999,0,0,0,0,1,1,6,6,50,0,1,9999999999,0,0,0,0,1,1,6,6,0.141,0.003,0.9,0.9,-22 +CT_CCS_SolventStorage,2,0,1,0,0.95,CT,0,9.69,0,0,300,-1,68954.7,22831,1.67,95,CT_NG,0.2,0.64,0.64,6,6,0,300,29552,9784.8,1.67,95,0.2,0.64,0.64,6,6,29.07,22.32,15.25,0.35,0.42,0.4,0,1,195400,0,11.2,14,0.2,0.64,0.64,6,6,0.048,0,1,353130,0,0,0,0,0.64,0.64,6,6,0.077,0,1,41940,0,0,14,0,0.64,0.64,6,6,3.5,50,0,1,9999999999,0,0,0,0,1,1,6,6,50,0,1,9999999999,0,0,0,0,1,1,6,6,0.141,0.003,0.9,0.9,-22 +ME_CCS_SolventStorage,3,0,1,0,0.95,ME,0,9.69,0,0,300,-1,68954.7,22831,1.67,95,ME_NG,0.2,0.64,0.64,6,6,0,300,29552,9784.8,1.67,95,0.2,0.64,0.64,6,6,29.07,22.32,15.25,0.35,0.42,0.4,0,1,195400,0,11.2,14,0.2,0.64,0.64,6,6,0.048,0,1,353130,0,0,0,0,0.64,0.64,6,6,0.077,0,1,41940,0,0,14,0,0.64,0.64,6,6,3.5,50,0,1,9999999999,0,0,0,0,1,1,6,6,50,0,1,9999999999,0,0,0,0,1,1,6,6,0.141,0.003,0.9,0.9,-22 \ No newline at end of file diff --git a/example_systems/11_three_zones_CCS_solvent_storage/settings/genx_settings.yml b/example_systems/11_three_zones_CCS_solvent_storage/settings/genx_settings.yml index 6d6d1047c6..13b3144972 100644 --- a/example_systems/11_three_zones_CCS_solvent_storage/settings/genx_settings.yml +++ b/example_systems/11_three_zones_CCS_solvent_storage/settings/genx_settings.yml @@ -2,7 +2,7 @@ NetworkExpansion: 1 # Transmission network expansionl; 0 = not active; 1 = activ Trans_Loss_Segments: 1 # Number of segments used in piecewise linear approximation of transmission losses; 1 = linear, >2 = piecewise quadratic EnergyShareRequirement: 0 # Minimum qualifying renewables penetration; 0 = not active; 1 = active systemwide CapacityReserveMargin: 0 # Number of capacity reserve margin constraints; 0 = not active; 1 = active systemwide -CO2Cap: 2 # CO2 emissions cap; 0 = not active (no CO2 emission limit); 1 = mass-based emission limit constraint; 2 = demand + rate-based emission limit constraint; 3 = generation + rate-based emission limit constraint +CO2Cap: 1 # CO2 emissions cap; 0 = not active (no CO2 emission limit); 1 = mass-based emission limit constraint; 2 = demand + rate-based emission limit constraint; 3 = generation + rate-based emission limit constraint StorageLosses: 1 # Energy Share Requirement and CO2 constraints account for energy lost; 0 = not active (DO NOT account for energy lost); 1 = active systemwide (DO account for energy lost) MinCapReq: 0 # Activate minimum technology carveout constraints; 0 = not active; 1 = active MaxCapReq: 0 # Activate maximum technology carveout constraints; 0 = not active; 1 = active @@ -11,4 +11,5 @@ WriteShadowPrices: 1 # Write shadow prices of LP or relaxed MILP; 0 = not active UCommit: 2 # Unit committment of thermal power plants; 0 = not active; 1 = active using integer clestering; 2 = active using linearized clustering TimeDomainReduction: 1 # Time domain reduce (i.e. cluster) inputs based on Demand_data.csv, Generators_variability.csv, and Fuels_data.csv; 0 = not active (use input data as provided); 0 = active (cluster input data, or use data that has already been clustered) EnableJuMPStringNames: true -ComputeConflicts: 1 \ No newline at end of file +ComputeConflicts: 1 +FlexibleCCS: 1 \ No newline at end of file diff --git a/example_systems/11_three_zones_CCS_solvent_storage/system/Demand_data.csv b/example_systems/11_three_zones_CCS_solvent_storage/system/Demand_data.csv index 8aa3bd4e4c..7c817157ae 100644 --- a/example_systems/11_three_zones_CCS_solvent_storage/system/Demand_data.csv +++ b/example_systems/11_three_zones_CCS_solvent_storage/system/Demand_data.csv @@ -1,8761 +1,8761 @@ Voll,Demand_Segment,Cost_of_Demand_Curtailment_per_MW,Max_Demand_Curtailment,$/MWh,Rep_Periods,Timesteps_per_Rep_Period,Sub_Weights,Time_Index,Demand_MW_z1,Demand_MW_z2,Demand_MW_z3 -50000,1,1,1,2000,1,8760,8760,1,7850,2242,1070 -,2,0.9,0.04,1800,,,,2,7424,2120,1012 -,3,0.55,0.024,1100,,,,3,7107,2029,969 -,4,0.2,0.003,400,,,,4,6947,1984,947 -,,,,,,,,5,6922,1977,944 -,,,,,,,,6,7045,2012,960 -,,,,,,,,7,7307,2087,996 -,,,,,,,,8,7544,2154,1029 -,,,,,,,,9,7946,2269,1083 -,,,,,,,,10,8340,2382,1137 -,,,,,,,,11,8578,2449,1169 -,,,,,,,,12,8666,2474,1181 -,,,,,,,,13,8707,2487,1187 -,,,,,,,,14,8630,2464,1176 -,,,,,,,,15,8544,2440,1165 -,,,,,,,,16,8594,2454,1171 -,,,,,,,,17,9431,2693,1286 -,,,,,,,,18,10225,2920,1394 -,,,,,,,,19,10165,2903,1386 -,,,,,,,,20,9854,2815,1343 -,,,,,,,,21,9490,2710,1294 -,,,,,,,,22,8982,2565,1225 -,,,,,,,,23,8353,2385,1139 -,,,,,,,,24,7648,2184,1042 -,,,,,,,,25,7051,2013,961 -,,,,,,,,26,6689,1910,912 -,,,,,,,,27,6515,1861,888 -,,,,,,,,28,6476,1849,883 -,,,,,,,,29,6618,1890,902 -,,,,,,,,30,6980,1993,951 -,,,,,,,,31,7523,2148,1025 -,,,,,,,,32,7968,2275,1086 -,,,,,,,,33,8513,2431,1161 -,,,,,,,,34,9072,2591,1236 -,,,,,,,,35,9482,2708,1292 -,,,,,,,,36,9650,2755,1316 -,,,,,,,,37,9635,2751,1313 -,,,,,,,,38,9572,2734,1305 -,,,,,,,,39,9542,2725,1301 -,,,,,,,,40,9687,2766,1321 -,,,,,,,,41,10596,3026,1444 -,,,,,,,,42,11515,3289,1570 -,,,,,,,,43,11414,3260,1556 -,,,,,,,,44,11138,3181,1519 -,,,,,,,,45,10688,3052,1457 -,,,,,,,,46,9979,2850,1360 -,,,,,,,,47,9100,2599,1241 -,,,,,,,,48,8304,2372,1132 -,,,,,,,,49,7776,2221,1060 -,,,,,,,,50,7513,2145,1024 -,,,,,,,,51,7386,2109,1007 -,,,,,,,,52,7401,2114,1009 -,,,,,,,,53,7667,2189,1045 -,,,,,,,,54,8455,2414,1152 -,,,,,,,,55,9848,2812,1343 -,,,,,,,,56,10629,3035,1449 -,,,,,,,,57,10761,3073,1467 -,,,,,,,,58,10835,3094,1477 -,,,,,,,,59,10932,3122,1490 -,,,,,,,,60,10950,3127,1493 -,,,,,,,,61,10905,3115,1487 -,,,,,,,,62,10890,3111,1484 -,,,,,,,,63,10849,3098,1479 -,,,,,,,,64,10999,3141,1499 -,,,,,,,,65,11858,3386,1616 -,,,,,,,,66,12796,3654,1745 -,,,,,,,,67,12821,3661,1748 -,,,,,,,,68,12605,3600,1719 -,,,,,,,,69,12195,3483,1663 -,,,,,,,,70,11476,3277,1565 -,,,,,,,,71,10515,3003,1434 -,,,,,,,,72,9674,2763,1319 -,,,,,,,,73,9151,2614,1247 -,,,,,,,,74,8876,2535,1210 -,,,,,,,,75,8736,2495,1191 -,,,,,,,,76,8752,2499,1193 -,,,,,,,,77,8990,2568,1226 -,,,,,,,,78,9733,2780,1327 -,,,,,,,,79,11084,3166,1511 -,,,,,,,,80,11820,3376,1611 -,,,,,,,,81,11834,3380,1614 -,,,,,,,,82,11803,3371,1609 -,,,,,,,,83,11777,3363,1605 -,,,,,,,,84,11661,3330,1590 -,,,,,,,,85,11494,3283,1567 -,,,,,,,,86,11395,3255,1554 -,,,,,,,,87,11306,3229,1541 -,,,,,,,,88,11423,3262,1557 -,,,,,,,,89,12221,3491,1666 -,,,,,,,,90,12871,3676,1755 -,,,,,,,,91,12772,3647,1741 -,,,,,,,,92,12474,3562,1701 -,,,,,,,,93,11997,3426,1635 -,,,,,,,,94,11207,3201,1528 -,,,,,,,,95,10201,2914,1391 -,,,,,,,,96,9270,2648,1264 -,,,,,,,,97,8676,2478,1182 -,,,,,,,,98,8358,2387,1140 -,,,,,,,,99,8198,2341,1117 -,,,,,,,,100,8168,2333,1114 -,,,,,,,,101,8378,2393,1142 -,,,,,,,,102,9065,2589,1236 -,,,,,,,,103,10371,2962,1414 -,,,,,,,,104,11136,3181,1518 -,,,,,,,,105,11217,3204,1530 -,,,,,,,,106,11267,3218,1536 -,,,,,,,,107,11216,3203,1530 -,,,,,,,,108,11059,3159,1508 -,,,,,,,,109,10923,3119,1489 -,,,,,,,,110,10869,3104,1482 -,,,,,,,,111,10783,3080,1470 -,,,,,,,,112,10853,3100,1479 -,,,,,,,,113,11542,3296,1574 -,,,,,,,,114,12297,3512,1676 -,,,,,,,,115,12252,3499,1671 -,,,,,,,,116,11974,3420,1632 -,,,,,,,,117,11527,3292,1571 -,,,,,,,,118,10788,3081,1471 -,,,,,,,,119,9795,2797,1335 -,,,,,,,,120,8937,2553,1218 -,,,,,,,,121,8376,2392,1141 -,,,,,,,,122,8071,2305,1100 -,,,,,,,,123,7915,2260,1079 -,,,,,,,,124,7876,2249,1074 -,,,,,,,,125,8068,2304,1100 -,,,,,,,,126,8750,2499,1193 -,,,,,,,,127,10032,2865,1368 -,,,,,,,,128,10800,3085,1473 -,,,,,,,,129,10890,3110,1484 -,,,,,,,,130,10901,3113,1486 -,,,,,,,,131,10853,3100,1479 -,,,,,,,,132,10692,3053,1458 -,,,,,,,,133,10515,3003,1434 -,,,,,,,,134,10423,2976,1421 -,,,,,,,,135,10278,2935,1401 -,,,,,,,,136,10327,2950,1408 -,,,,,,,,137,10930,3121,1490 -,,,,,,,,138,11507,3286,1569 -,,,,,,,,139,11322,3234,1544 -,,,,,,,,140,10996,3140,1499 -,,,,,,,,141,10561,3016,1440 -,,,,,,,,142,9994,2855,1363 -,,,,,,,,143,9224,2635,1257 -,,,,,,,,144,8432,2408,1150 -,,,,,,,,145,7819,2234,1066 -,,,,,,,,146,7480,2136,1020 -,,,,,,,,147,7296,2083,994 -,,,,,,,,148,7221,2063,984 -,,,,,,,,149,7293,2083,994 -,,,,,,,,150,7571,2162,1032 -,,,,,,,,151,8073,2305,1100 -,,,,,,,,152,8602,2456,1172 -,,,,,,,,153,9143,2611,1247 -,,,,,,,,154,9471,2704,1291 -,,,,,,,,155,9563,2731,1303 -,,,,,,,,156,9486,2709,1293 -,,,,,,,,157,9312,2659,1269 -,,,,,,,,158,9115,2603,1242 -,,,,,,,,159,8976,2564,1224 -,,,,,,,,160,9072,2591,1236 -,,,,,,,,161,9736,2780,1328 -,,,,,,,,162,10403,2970,1418 -,,,,,,,,163,10280,2936,1402 -,,,,,,,,164,9950,2842,1357 -,,,,,,,,165,9638,2752,1314 -,,,,,,,,166,9187,2624,1252 -,,,,,,,,167,8597,2455,1172 -,,,,,,,,168,7948,2270,1084 -,,,,,,,,169,7404,2114,1010 -,,,,,,,,170,7089,2024,966 -,,,,,,,,171,6902,1971,941 -,,,,,,,,172,6852,1957,934 -,,,,,,,,173,6904,1972,941 -,,,,,,,,174,7105,2029,969 -,,,,,,,,175,7494,2140,1021 -,,,,,,,,176,7901,2256,1077 -,,,,,,,,177,8468,2418,1154 -,,,,,,,,178,8906,2544,1214 -,,,,,,,,179,9183,2623,1252 -,,,,,,,,180,9356,2672,1276 -,,,,,,,,181,9386,2680,1280 -,,,,,,,,182,9334,2665,1272 -,,,,,,,,183,9301,2656,1268 -,,,,,,,,184,9431,2694,1286 -,,,,,,,,185,10240,2925,1396 -,,,,,,,,186,11081,3165,1511 -,,,,,,,,187,11064,3160,1509 -,,,,,,,,188,10779,3078,1469 -,,,,,,,,189,10405,2971,1418 -,,,,,,,,190,9791,2796,1335 -,,,,,,,,191,8983,2565,1225 -,,,,,,,,192,8276,2364,1128 -,,,,,,,,193,7813,2231,1065 -,,,,,,,,194,7590,2168,1035 -,,,,,,,,195,7507,2144,1024 -,,,,,,,,196,7536,2152,1027 -,,,,,,,,197,7808,2230,1065 -,,,,,,,,198,8592,2454,1171 -,,,,,,,,199,10003,2857,1363 -,,,,,,,,200,10818,3090,1475 -,,,,,,,,201,10898,3112,1486 -,,,,,,,,202,10909,3115,1487 -,,,,,,,,203,10903,3114,1487 -,,,,,,,,204,10810,3087,1474 -,,,,,,,,205,10627,3035,1449 -,,,,,,,,206,10513,3002,1434 -,,,,,,,,207,10366,2960,1414 -,,,,,,,,208,10401,2970,1418 -,,,,,,,,209,11101,3170,1514 -,,,,,,,,210,12044,3440,1642 -,,,,,,,,211,12015,3431,1638 -,,,,,,,,212,11693,3339,1594 -,,,,,,,,213,11225,3205,1530 -,,,,,,,,214,10453,2985,1425 -,,,,,,,,215,9470,2704,1291 -,,,,,,,,216,8600,2456,1172 -,,,,,,,,217,8029,2293,1095 -,,,,,,,,218,7745,2212,1055 -,,,,,,,,219,7589,2167,1035 -,,,,,,,,220,7578,2164,1033 -,,,,,,,,221,7797,2227,1063 -,,,,,,,,222,8521,2434,1161 -,,,,,,,,223,9893,2825,1349 -,,,,,,,,224,10626,3035,1449 -,,,,,,,,225,10665,3046,1454 -,,,,,,,,226,10719,3061,1461 -,,,,,,,,227,10723,3062,1462 -,,,,,,,,228,10619,3033,1448 -,,,,,,,,229,10444,2983,1424 -,,,,,,,,230,10355,2957,1412 -,,,,,,,,231,10262,2930,1399 -,,,,,,,,232,10332,2950,1408 -,,,,,,,,233,11008,3144,1501 -,,,,,,,,234,11778,3363,1605 -,,,,,,,,235,11691,3339,1594 -,,,,,,,,236,11401,3256,1555 -,,,,,,,,237,10973,3134,1496 -,,,,,,,,238,10250,2927,1398 -,,,,,,,,239,9297,2655,1267 -,,,,,,,,240,8468,2418,1154 -,,,,,,,,241,7942,2269,1083 -,,,,,,,,242,7679,2193,1047 -,,,,,,,,243,7558,2158,1030 -,,,,,,,,244,7592,2168,1035 -,,,,,,,,245,7830,2236,1067 -,,,,,,,,246,8613,2459,1174 -,,,,,,,,247,9991,2854,1363 -,,,,,,,,248,10722,3062,1462 -,,,,,,,,249,10723,3062,1462 -,,,,,,,,250,10659,3044,1453 -,,,,,,,,251,10621,3033,1448 -,,,,,,,,252,10536,3009,1436 -,,,,,,,,253,10388,2966,1416 -,,,,,,,,254,10328,2950,1408 -,,,,,,,,255,10230,2921,1394 -,,,,,,,,256,10299,2941,1404 -,,,,,,,,257,10965,3131,1495 -,,,,,,,,258,11781,3365,1606 -,,,,,,,,259,11737,3352,1600 -,,,,,,,,260,11448,3270,1560 -,,,,,,,,261,11009,3144,1501 -,,,,,,,,262,10255,2929,1398 -,,,,,,,,263,9275,2649,1265 -,,,,,,,,264,8412,2402,1146 -,,,,,,,,265,7842,2239,1069 -,,,,,,,,266,7529,2150,1026 -,,,,,,,,267,7381,2108,1006 -,,,,,,,,268,7378,2107,1005 -,,,,,,,,269,7607,2172,1037 -,,,,,,,,270,8322,2376,1135 -,,,,,,,,271,9608,2744,1310 -,,,,,,,,272,10497,2998,1431 -,,,,,,,,273,10744,3068,1464 -,,,,,,,,274,10919,3119,1489 -,,,,,,,,275,11073,3162,1509 -,,,,,,,,276,11112,3173,1515 -,,,,,,,,277,11068,3161,1509 -,,,,,,,,278,11019,3147,1502 -,,,,,,,,279,10873,3105,1482 -,,,,,,,,280,10847,3098,1479 -,,,,,,,,281,11364,3246,1550 -,,,,,,,,282,11951,3413,1630 -,,,,,,,,283,11830,3378,1613 -,,,,,,,,284,11479,3278,1565 -,,,,,,,,285,10997,3140,1499 -,,,,,,,,286,10224,2920,1393 -,,,,,,,,287,9251,2642,1261 -,,,,,,,,288,8405,2400,1146 -,,,,,,,,289,7811,2231,1065 -,,,,,,,,290,7513,2145,1024 -,,,,,,,,291,7371,2105,1004 -,,,,,,,,292,7344,2098,1001 -,,,,,,,,293,7542,2154,1028 -,,,,,,,,294,8217,2347,1120 -,,,,,,,,295,9501,2713,1295 -,,,,,,,,296,10340,2953,1409 -,,,,,,,,297,10503,3000,1432 -,,,,,,,,298,10548,3012,1438 -,,,,,,,,299,10562,3016,1440 -,,,,,,,,300,10516,3003,1434 -,,,,,,,,301,10420,2976,1421 -,,,,,,,,302,10378,2964,1415 -,,,,,,,,303,10339,2953,1409 -,,,,,,,,304,10489,2995,1430 -,,,,,,,,305,11141,3182,1519 -,,,,,,,,306,11795,3369,1608 -,,,,,,,,307,11688,3338,1594 -,,,,,,,,308,11389,3253,1553 -,,,,,,,,309,11010,3145,1501 -,,,,,,,,310,10445,2983,1424 -,,,,,,,,311,9687,2766,1321 -,,,,,,,,312,8931,2550,1217 -,,,,,,,,313,8341,2382,1137 -,,,,,,,,314,7996,2284,1090 -,,,,,,,,315,7802,2229,1064 -,,,,,,,,316,7742,2211,1055 -,,,,,,,,317,7823,2234,1066 -,,,,,,,,318,8097,2313,1104 -,,,,,,,,319,8611,2459,1174 -,,,,,,,,320,9128,2607,1244 -,,,,,,,,321,9713,2774,1324 -,,,,,,,,322,10173,2905,1387 -,,,,,,,,323,10367,2960,1414 -,,,,,,,,324,10302,2942,1404 -,,,,,,,,325,10138,2895,1383 -,,,,,,,,326,9948,2841,1356 -,,,,,,,,327,9858,2815,1344 -,,,,,,,,328,9938,2838,1355 -,,,,,,,,329,10586,3023,1444 -,,,,,,,,330,11470,3276,1564 -,,,,,,,,331,11467,3275,1564 -,,,,,,,,332,11210,3201,1529 -,,,,,,,,333,10857,3101,1480 -,,,,,,,,334,10427,2978,1422 -,,,,,,,,335,9916,2832,1352 -,,,,,,,,336,9321,2662,1271 -,,,,,,,,337,8761,2502,1195 -,,,,,,,,338,8426,2406,1149 -,,,,,,,,339,8290,2368,1130 -,,,,,,,,340,8274,2363,1128 -,,,,,,,,341,8367,2389,1140 -,,,,,,,,342,8600,2456,1172 -,,,,,,,,343,9002,2571,1227 -,,,,,,,,344,9436,2694,1287 -,,,,,,,,345,10049,2870,1370 -,,,,,,,,346,10510,3001,1433 -,,,,,,,,347,10762,3073,1467 -,,,,,,,,348,10846,3097,1479 -,,,,,,,,349,10837,3095,1478 -,,,,,,,,350,10727,3064,1463 -,,,,,,,,351,10661,3045,1454 -,,,,,,,,352,10747,3069,1465 -,,,,,,,,353,11443,3268,1560 -,,,,,,,,354,12353,3528,1684 -,,,,,,,,355,12368,3532,1686 -,,,,,,,,356,12024,3434,1640 -,,,,,,,,357,11680,3336,1592 -,,,,,,,,358,11098,3170,1513 -,,,,,,,,359,10403,2971,1418 -,,,,,,,,360,9707,2772,1323 -,,,,,,,,361,9218,2633,1257 -,,,,,,,,362,8963,2559,1222 -,,,,,,,,363,8860,2530,1208 -,,,,,,,,364,8864,2532,1208 -,,,,,,,,365,9069,2590,1236 -,,,,,,,,366,9604,2743,1309 -,,,,,,,,367,10488,2995,1430 -,,,,,,,,368,11139,3181,1519 -,,,,,,,,369,11587,3309,1580 -,,,,,,,,370,11837,3381,1614 -,,,,,,,,371,11933,3408,1627 -,,,,,,,,372,11838,3381,1614 -,,,,,,,,373,11648,3326,1588 -,,,,,,,,374,11515,3289,1570 -,,,,,,,,375,11370,3247,1550 -,,,,,,,,376,11392,3254,1553 -,,,,,,,,377,11972,3419,1632 -,,,,,,,,378,12745,3640,1737 -,,,,,,,,379,12604,3600,1718 -,,,,,,,,380,12223,3491,1666 -,,,,,,,,381,11668,3332,1590 -,,,,,,,,382,10868,3104,1482 -,,,,,,,,383,9911,2830,1351 -,,,,,,,,384,9028,2579,1231 -,,,,,,,,385,8422,2405,1148 -,,,,,,,,386,8080,2308,1101 -,,,,,,,,387,7926,2264,1080 -,,,,,,,,388,7885,2252,1075 -,,,,,,,,389,8084,2309,1102 -,,,,,,,,390,8771,2504,1196 -,,,,,,,,391,10017,2861,1366 -,,,,,,,,392,10748,3070,1465 -,,,,,,,,393,10856,3101,1480 -,,,,,,,,394,10861,3101,1480 -,,,,,,,,395,10853,3100,1479 -,,,,,,,,396,10811,3087,1474 -,,,,,,,,397,10754,3071,1466 -,,,,,,,,398,10741,3068,1464 -,,,,,,,,399,10705,3057,1459 -,,,,,,,,400,10808,3086,1474 -,,,,,,,,401,11408,3258,1555 -,,,,,,,,402,11990,3424,1635 -,,,,,,,,403,11823,3376,1612 -,,,,,,,,404,11467,3275,1563 -,,,,,,,,405,10936,3124,1491 -,,,,,,,,406,10145,2897,1383 -,,,,,,,,407,9158,2615,1248 -,,,,,,,,408,8270,2362,1127 -,,,,,,,,409,7673,2191,1046 -,,,,,,,,410,7368,2104,1004 -,,,,,,,,411,7210,2059,983 -,,,,,,,,412,7192,2054,980 -,,,,,,,,413,7428,2121,1013 -,,,,,,,,414,8195,2340,1117 -,,,,,,,,415,9601,2742,1309 -,,,,,,,,416,10337,2952,1409 -,,,,,,,,417,10414,2974,1419 -,,,,,,,,418,10477,2992,1428 -,,,,,,,,419,10558,3015,1439 -,,,,,,,,420,10563,3017,1440 -,,,,,,,,421,10514,3003,1434 -,,,,,,,,422,10502,3000,1432 -,,,,,,,,423,10452,2985,1425 -,,,,,,,,424,10540,3010,1437 -,,,,,,,,425,11167,3189,1523 -,,,,,,,,426,12222,3491,1666 -,,,,,,,,427,12311,3516,1679 -,,,,,,,,428,12097,3455,1649 -,,,,,,,,429,11681,3336,1592 -,,,,,,,,430,10975,3135,1496 -,,,,,,,,431,10076,2878,1373 -,,,,,,,,432,9249,2641,1261 -,,,,,,,,433,8734,2494,1191 -,,,,,,,,434,8488,2424,1157 -,,,,,,,,435,8386,2395,1143 -,,,,,,,,436,8405,2400,1146 -,,,,,,,,437,8672,2476,1182 -,,,,,,,,438,9446,2698,1288 -,,,,,,,,439,10860,3101,1480 -,,,,,,,,440,11601,3313,1581 -,,,,,,,,441,11633,3322,1586 -,,,,,,,,442,11574,3306,1578 -,,,,,,,,443,11511,3287,1570 -,,,,,,,,444,11368,3246,1550 -,,,,,,,,445,11190,3196,1525 -,,,,,,,,446,11078,3164,1510 -,,,,,,,,447,10946,3126,1493 -,,,,,,,,448,11021,3148,1503 -,,,,,,,,449,11577,3306,1579 -,,,,,,,,450,12352,3528,1684 -,,,,,,,,451,12330,3521,1681 -,,,,,,,,452,12117,3461,1652 -,,,,,,,,453,11631,3322,1585 -,,,,,,,,454,10865,3103,1481 -,,,,,,,,455,9900,2827,1350 -,,,,,,,,456,9025,2578,1231 -,,,,,,,,457,8434,2409,1150 -,,,,,,,,458,8100,2314,1105 -,,,,,,,,459,7947,2269,1083 -,,,,,,,,460,7913,2260,1079 -,,,,,,,,461,8152,2329,1111 -,,,,,,,,462,8866,2532,1209 -,,,,,,,,463,10188,2910,1389 -,,,,,,,,464,10891,3111,1484 -,,,,,,,,465,10970,3133,1495 -,,,,,,,,466,11002,3142,1500 -,,,,,,,,467,11033,3151,1504 -,,,,,,,,468,10988,3138,1498 -,,,,,,,,469,10865,3103,1481 -,,,,,,,,470,10786,3081,1470 -,,,,,,,,471,10656,3043,1453 -,,,,,,,,472,10674,3049,1455 -,,,,,,,,473,11148,3184,1520 -,,,,,,,,474,12025,3435,1640 -,,,,,,,,475,11980,3421,1633 -,,,,,,,,476,11686,3337,1593 -,,,,,,,,477,11305,3229,1541 -,,,,,,,,478,10761,3073,1467 -,,,,,,,,479,10019,2861,1366 -,,,,,,,,480,9243,2639,1260 -,,,,,,,,481,8690,2482,1185 -,,,,,,,,482,8380,2393,1142 -,,,,,,,,483,8190,2339,1116 -,,,,,,,,484,8116,2318,1106 -,,,,,,,,485,8185,2338,1116 -,,,,,,,,486,8450,2414,1152 -,,,,,,,,487,8973,2563,1223 -,,,,,,,,488,9596,2740,1308 -,,,,,,,,489,10290,2939,1403 -,,,,,,,,490,10895,3111,1485 -,,,,,,,,491,11267,3218,1536 -,,,,,,,,492,11426,3263,1558 -,,,,,,,,493,11425,3263,1558 -,,,,,,,,494,11280,3221,1538 -,,,,,,,,495,11096,3169,1513 -,,,,,,,,496,11018,3146,1502 -,,,,,,,,497,11439,3266,1560 -,,,,,,,,498,12161,3473,1658 -,,,,,,,,499,12036,3437,1641 -,,,,,,,,500,11619,3318,1584 -,,,,,,,,501,11190,3195,1525 -,,,,,,,,502,10634,3037,1449 -,,,,,,,,503,9951,2842,1357 -,,,,,,,,504,9283,2651,1266 -,,,,,,,,505,8761,2502,1195 -,,,,,,,,506,8474,2420,1156 -,,,,,,,,507,8336,2380,1136 -,,,,,,,,508,8275,2364,1128 -,,,,,,,,509,8330,2379,1136 -,,,,,,,,510,8557,2444,1166 -,,,,,,,,511,8959,2559,1222 -,,,,,,,,512,9399,2684,1282 -,,,,,,,,513,9982,2850,1361 -,,,,,,,,514,10341,2953,1410 -,,,,,,,,515,10483,2994,1429 -,,,,,,,,516,10481,2993,1428 -,,,,,,,,517,10418,2975,1420 -,,,,,,,,518,10339,2953,1409 -,,,,,,,,519,10308,2944,1405 -,,,,,,,,520,10326,2949,1408 -,,,,,,,,521,10808,3086,1474 -,,,,,,,,522,11527,3292,1571 -,,,,,,,,523,11531,3293,1572 -,,,,,,,,524,11320,3233,1544 -,,,,,,,,525,10905,3115,1487 -,,,,,,,,526,10222,2920,1393 -,,,,,,,,527,9458,2701,1289 -,,,,,,,,528,8683,2479,1184 -,,,,,,,,529,8126,2321,1108 -,,,,,,,,530,7842,2239,1069 -,,,,,,,,531,7727,2207,1054 -,,,,,,,,532,7733,2209,1055 -,,,,,,,,533,7973,2277,1087 -,,,,,,,,534,8704,2485,1186 -,,,,,,,,535,10034,2865,1368 -,,,,,,,,536,10781,3079,1469 -,,,,,,,,537,10942,3126,1492 -,,,,,,,,538,11033,3151,1504 -,,,,,,,,539,11119,3176,1516 -,,,,,,,,540,11103,3170,1514 -,,,,,,,,541,10996,3140,1499 -,,,,,,,,542,10921,3119,1489 -,,,,,,,,543,10803,3085,1473 -,,,,,,,,544,10808,3086,1474 -,,,,,,,,545,11301,3227,1540 -,,,,,,,,546,12019,3432,1639 -,,,,,,,,547,11919,3404,1625 -,,,,,,,,548,11541,3296,1574 -,,,,,,,,549,10997,3140,1499 -,,,,,,,,550,10197,2912,1390 -,,,,,,,,551,9194,2625,1253 -,,,,,,,,552,8285,2366,1130 -,,,,,,,,553,7707,2201,1050 -,,,,,,,,554,7341,2097,1000 -,,,,,,,,555,7162,2045,976 -,,,,,,,,556,7116,2032,970 -,,,,,,,,557,7319,2090,998 -,,,,,,,,558,7994,2283,1090 -,,,,,,,,559,9337,2666,1273 -,,,,,,,,560,10078,2878,1374 -,,,,,,,,561,10153,2900,1384 -,,,,,,,,562,10111,2888,1378 -,,,,,,,,563,10123,2891,1380 -,,,,,,,,564,10081,2879,1374 -,,,,,,,,565,9965,2846,1358 -,,,,,,,,566,9889,2825,1348 -,,,,,,,,567,9783,2794,1333 -,,,,,,,,568,9791,2796,1335 -,,,,,,,,569,10281,2936,1402 -,,,,,,,,570,11182,3194,1525 -,,,,,,,,571,11192,3196,1526 -,,,,,,,,572,10926,3120,1489 -,,,,,,,,573,10493,2997,1430 -,,,,,,,,574,9776,2792,1332 -,,,,,,,,575,8880,2536,1211 -,,,,,,,,576,8042,2297,1096 -,,,,,,,,577,7503,2143,1023 -,,,,,,,,578,7232,2065,986 -,,,,,,,,579,7111,2031,969 -,,,,,,,,580,7117,2033,970 -,,,,,,,,581,7346,2098,1001 -,,,,,,,,582,8087,2309,1102 -,,,,,,,,583,9490,2710,1294 -,,,,,,,,584,10273,2934,1401 -,,,,,,,,585,10338,2952,1409 -,,,,,,,,586,10396,2969,1418 -,,,,,,,,587,10443,2982,1424 -,,,,,,,,588,10416,2975,1420 -,,,,,,,,589,10312,2945,1406 -,,,,,,,,590,10256,2929,1398 -,,,,,,,,591,10138,2895,1383 -,,,,,,,,592,10122,2891,1380 -,,,,,,,,593,10578,3021,1442 -,,,,,,,,594,11573,3306,1578 -,,,,,,,,595,11640,3325,1587 -,,,,,,,,596,11375,3249,1551 -,,,,,,,,597,10958,3130,1494 -,,,,,,,,598,10211,2916,1392 -,,,,,,,,599,9243,2639,1260 -,,,,,,,,600,8385,2394,1143 -,,,,,,,,601,7825,2235,1067 -,,,,,,,,602,7539,2153,1028 -,,,,,,,,603,7404,2114,1010 -,,,,,,,,604,7398,2113,1009 -,,,,,,,,605,7632,2180,1040 -,,,,,,,,606,8343,2383,1137 -,,,,,,,,607,9737,2780,1328 -,,,,,,,,608,10482,2994,1429 -,,,,,,,,609,10532,3008,1436 -,,,,,,,,610,10500,2999,1432 -,,,,,,,,611,10474,2991,1428 -,,,,,,,,612,10405,2972,1418 -,,,,,,,,613,10322,2948,1407 -,,,,,,,,614,10314,2945,1406 -,,,,,,,,615,10285,2937,1402 -,,,,,,,,616,10364,2960,1413 -,,,,,,,,617,10868,3104,1482 -,,,,,,,,618,11660,3330,1590 -,,,,,,,,619,11630,3321,1585 -,,,,,,,,620,11361,3245,1549 -,,,,,,,,621,10911,3116,1488 -,,,,,,,,622,10191,2910,1389 -,,,,,,,,623,9244,2640,1260 -,,,,,,,,624,8396,2398,1145 -,,,,,,,,625,7822,2234,1066 -,,,,,,,,626,7494,2140,1021 -,,,,,,,,627,7343,2097,1001 -,,,,,,,,628,7289,2082,994 -,,,,,,,,629,7482,2137,1020 -,,,,,,,,630,8142,2325,1110 -,,,,,,,,631,9388,2681,1280 -,,,,,,,,632,10233,2922,1395 -,,,,,,,,633,10494,2997,1431 -,,,,,,,,634,10665,3046,1454 -,,,,,,,,635,10780,3079,1469 -,,,,,,,,636,10817,3089,1474 -,,,,,,,,637,10743,3068,1464 -,,,,,,,,638,10657,3044,1453 -,,,,,,,,639,10516,3003,1434 -,,,,,,,,640,10468,2990,1427 -,,,,,,,,641,10788,3081,1471 -,,,,,,,,642,11254,3214,1535 -,,,,,,,,643,11088,3167,1512 -,,,,,,,,644,10715,3060,1461 -,,,,,,,,645,10312,2945,1406 -,,,,,,,,646,9767,2790,1332 -,,,,,,,,647,9041,2582,1232 -,,,,,,,,648,8305,2372,1132 -,,,,,,,,649,7713,2203,1051 -,,,,,,,,650,7356,2101,1003 -,,,,,,,,651,7174,2048,978 -,,,,,,,,652,7106,2029,969 -,,,,,,,,653,7170,2048,978 -,,,,,,,,654,7470,2134,1019 -,,,,,,,,655,7989,2282,1089 -,,,,,,,,656,8543,2439,1165 -,,,,,,,,657,9129,2607,1245 -,,,,,,,,658,9504,2715,1296 -,,,,,,,,659,9671,2762,1318 -,,,,,,,,660,9578,2735,1306 -,,,,,,,,661,9397,2684,1281 -,,,,,,,,662,9152,2614,1247 -,,,,,,,,663,9002,2571,1227 -,,,,,,,,664,9005,2572,1227 -,,,,,,,,665,9435,2694,1287 -,,,,,,,,666,10341,2953,1410 -,,,,,,,,667,10416,2975,1420 -,,,,,,,,668,10112,2888,1378 -,,,,,,,,669,9802,2800,1337 -,,,,,,,,670,9331,2665,1272 -,,,,,,,,671,8730,2493,1190 -,,,,,,,,672,8088,2310,1103 -,,,,,,,,673,7567,2161,1031 -,,,,,,,,674,7254,2072,989 -,,,,,,,,675,7088,2024,966 -,,,,,,,,676,7034,2008,959 -,,,,,,,,677,7101,2028,968 -,,,,,,,,678,7312,2089,997 -,,,,,,,,679,7699,2199,1050 -,,,,,,,,680,8090,2310,1103 -,,,,,,,,681,8673,2477,1182 -,,,,,,,,682,9069,2590,1236 -,,,,,,,,683,9285,2652,1266 -,,,,,,,,684,9361,2674,1276 -,,,,,,,,685,9332,2665,1272 -,,,,,,,,686,9237,2638,1259 -,,,,,,,,687,9137,2610,1246 -,,,,,,,,688,9177,2621,1251 -,,,,,,,,689,9706,2772,1323 -,,,,,,,,690,10782,3079,1470 -,,,,,,,,691,10950,3127,1493 -,,,,,,,,692,10691,3053,1458 -,,,,,,,,693,10288,2938,1403 -,,,,,,,,694,9638,2753,1314 -,,,,,,,,695,8849,2527,1206 -,,,,,,,,696,8115,2318,1106 -,,,,,,,,697,7619,2176,1039 -,,,,,,,,698,7374,2106,1005 -,,,,,,,,699,7278,2079,992 -,,,,,,,,700,7307,2087,996 -,,,,,,,,701,7571,2162,1032 -,,,,,,,,702,8318,2375,1134 -,,,,,,,,703,9726,2778,1326 -,,,,,,,,704,10481,2993,1428 -,,,,,,,,705,10580,3021,1443 -,,,,,,,,706,10670,3047,1454 -,,,,,,,,707,10661,3045,1454 -,,,,,,,,708,10615,3031,1447 -,,,,,,,,709,10532,3008,1436 -,,,,,,,,710,10454,2985,1425 -,,,,,,,,711,10343,2954,1410 -,,,,,,,,712,10379,2965,1415 -,,,,,,,,713,10817,3089,1474 -,,,,,,,,714,11845,3383,1615 -,,,,,,,,715,11974,3420,1633 -,,,,,,,,716,11692,3339,1594 -,,,,,,,,717,11253,3214,1535 -,,,,,,,,718,10485,2995,1429 -,,,,,,,,719,9509,2715,1297 -,,,,,,,,720,8633,2465,1176 -,,,,,,,,721,8084,2309,1102 -,,,,,,,,722,7784,2224,1061 -,,,,,,,,723,7640,2182,1041 -,,,,,,,,724,7626,2178,1040 -,,,,,,,,725,7846,2241,1070 -,,,,,,,,726,8557,2444,1166 -,,,,,,,,727,9910,2830,1351 -,,,,,,,,728,10659,3044,1454 -,,,,,,,,729,10732,3065,1463 -,,,,,,,,730,10721,3061,1462 -,,,,,,,,731,10670,3047,1454 -,,,,,,,,732,10547,3012,1438 -,,,,,,,,733,10366,2960,1414 -,,,,,,,,734,10220,2919,1393 -,,,,,,,,735,10048,2870,1370 -,,,,,,,,736,9990,2853,1362 -,,,,,,,,737,10334,2951,1408 -,,,,,,,,738,11293,3226,1540 -,,,,,,,,739,11423,3262,1557 -,,,,,,,,740,11148,3184,1520 -,,,,,,,,741,10694,3054,1458 -,,,,,,,,742,9971,2848,1359 -,,,,,,,,743,9016,2574,1229 -,,,,,,,,744,8164,2332,1113 -,,,,,,,,745,7617,2175,1038 -,,,,,,,,746,7315,2089,997 -,,,,,,,,747,7170,2048,977 -,,,,,,,,748,7170,2048,978 -,,,,,,,,749,7373,2105,1005 -,,,,,,,,750,8095,2312,1104 -,,,,,,,,751,9447,2698,1288 -,,,,,,,,752,10228,2921,1394 -,,,,,,,,753,10305,2943,1405 -,,,,,,,,754,10312,2945,1406 -,,,,,,,,755,10304,2943,1405 -,,,,,,,,756,10283,2937,1402 -,,,,,,,,757,10177,2906,1388 -,,,,,,,,758,10079,2879,1374 -,,,,,,,,759,9877,2820,1347 -,,,,,,,,760,9792,2796,1335 -,,,,,,,,761,10075,2877,1373 -,,,,,,,,762,10970,3133,1495 -,,,,,,,,763,11092,3168,1512 -,,,,,,,,764,10820,3090,1475 -,,,,,,,,765,10384,2965,1416 -,,,,,,,,766,9678,2764,1319 -,,,,,,,,767,8738,2495,1191 -,,,,,,,,768,7904,2258,1077 -,,,,,,,,769,7365,2103,1004 -,,,,,,,,770,7087,2024,966 -,,,,,,,,771,6960,1988,949 -,,,,,,,,772,6971,1991,950 -,,,,,,,,773,7203,2057,982 -,,,,,,,,774,7953,2271,1084 -,,,,,,,,775,9355,2672,1275 -,,,,,,,,776,10098,2884,1377 -,,,,,,,,777,10236,2923,1395 -,,,,,,,,778,10329,2950,1408 -,,,,,,,,779,10429,2979,1422 -,,,,,,,,780,10452,2985,1425 -,,,,,,,,781,10410,2973,1419 -,,,,,,,,782,10392,2968,1417 -,,,,,,,,783,10359,2958,1412 -,,,,,,,,784,10453,2985,1425 -,,,,,,,,785,10905,3115,1487 -,,,,,,,,786,11580,3307,1579 -,,,,,,,,787,11613,3316,1583 -,,,,,,,,788,11346,3241,1547 -,,,,,,,,789,10934,3123,1491 -,,,,,,,,790,10226,2920,1394 -,,,,,,,,791,9304,2657,1268 -,,,,,,,,792,8477,2421,1156 -,,,,,,,,793,7935,2266,1082 -,,,,,,,,794,7646,2184,1042 -,,,,,,,,795,7543,2154,1028 -,,,,,,,,796,7558,2158,1030 -,,,,,,,,797,7791,2225,1062 -,,,,,,,,798,8547,2440,1165 -,,,,,,,,799,9940,2839,1355 -,,,,,,,,800,10626,3035,1449 -,,,,,,,,801,10710,3059,1460 -,,,,,,,,802,10685,3051,1457 -,,,,,,,,803,10660,3045,1454 -,,,,,,,,804,10557,3015,1439 -,,,,,,,,805,10365,2960,1413 -,,,,,,,,806,10235,2923,1395 -,,,,,,,,807,10076,2878,1373 -,,,,,,,,808,10023,2863,1367 -,,,,,,,,809,10322,2948,1407 -,,,,,,,,810,11148,3184,1519 -,,,,,,,,811,11260,3216,1535 -,,,,,,,,812,10982,3136,1497 -,,,,,,,,813,10613,3030,1447 -,,,,,,,,814,10061,2873,1372 -,,,,,,,,815,9309,2659,1269 -,,,,,,,,816,8499,2427,1159 -,,,,,,,,817,7901,2256,1077 -,,,,,,,,818,7570,2162,1032 -,,,,,,,,819,7387,2109,1007 -,,,,,,,,820,7316,2089,997 -,,,,,,,,821,7371,2105,1004 -,,,,,,,,822,7638,2181,1041 -,,,,,,,,823,8163,2331,1113 -,,,,,,,,824,8703,2485,1186 -,,,,,,,,825,9272,2648,1264 -,,,,,,,,826,9619,2747,1312 -,,,,,,,,827,9738,2781,1328 -,,,,,,,,828,9663,2760,1318 -,,,,,,,,829,9503,2714,1296 -,,,,,,,,830,9303,2657,1268 -,,,,,,,,831,9178,2621,1252 -,,,,,,,,832,9189,2625,1252 -,,,,,,,,833,9551,2728,1302 -,,,,,,,,834,10473,2991,1428 -,,,,,,,,835,10674,3048,1455 -,,,,,,,,836,10427,2978,1422 -,,,,,,,,837,10133,2894,1382 -,,,,,,,,838,9685,2766,1320 -,,,,,,,,839,9087,2595,1239 -,,,,,,,,840,8459,2416,1153 -,,,,,,,,841,7956,2272,1085 -,,,,,,,,842,7671,2191,1045 -,,,,,,,,843,7538,2153,1028 -,,,,,,,,844,7501,2142,1023 -,,,,,,,,845,7559,2158,1030 -,,,,,,,,846,7779,2222,1060 -,,,,,,,,847,8146,2326,1110 -,,,,,,,,848,8595,2454,1171 -,,,,,,,,849,9189,2625,1252 -,,,,,,,,850,9570,2733,1305 -,,,,,,,,851,9729,2778,1326 -,,,,,,,,852,9782,2794,1333 -,,,,,,,,853,9742,2782,1328 -,,,,,,,,854,9604,2743,1309 -,,,,,,,,855,9506,2715,1296 -,,,,,,,,856,9559,2730,1303 -,,,,,,,,857,9975,2849,1360 -,,,,,,,,858,10870,3104,1482 -,,,,,,,,859,10727,3063,1463 -,,,,,,,,860,10204,2915,1391 -,,,,,,,,861,9940,2839,1355 -,,,,,,,,862,9511,2716,1297 -,,,,,,,,863,9184,2623,1252 -,,,,,,,,864,8431,2408,1149 -,,,,,,,,865,7866,2246,1072 -,,,,,,,,866,7599,2170,1036 -,,,,,,,,867,7502,2143,1023 -,,,,,,,,868,7529,2150,1026 -,,,,,,,,869,7768,2219,1059 -,,,,,,,,870,8497,2427,1158 -,,,,,,,,871,9827,2806,1340 -,,,,,,,,872,10489,2995,1430 -,,,,,,,,873,10582,3022,1443 -,,,,,,,,874,10526,3006,1435 -,,,,,,,,875,10498,2998,1431 -,,,,,,,,876,10405,2971,1418 -,,,,,,,,877,10220,2919,1393 -,,,,,,,,878,10077,2878,1374 -,,,,,,,,879,9898,2827,1349 -,,,,,,,,880,9825,2805,1339 -,,,,,,,,881,10130,2893,1381 -,,,,,,,,882,11094,3168,1513 -,,,,,,,,883,11372,3248,1550 -,,,,,,,,884,11090,3167,1512 -,,,,,,,,885,10602,3028,1445 -,,,,,,,,886,9842,2811,1342 -,,,,,,,,887,8928,2549,1217 -,,,,,,,,888,8095,2312,1104 -,,,,,,,,889,7570,2162,1032 -,,,,,,,,890,7296,2083,994 -,,,,,,,,891,7187,2053,979 -,,,,,,,,892,7201,2056,982 -,,,,,,,,893,7441,2125,1014 -,,,,,,,,894,8197,2341,1117 -,,,,,,,,895,9544,2725,1301 -,,,,,,,,896,10218,2918,1393 -,,,,,,,,897,10289,2939,1403 -,,,,,,,,898,10297,2940,1403 -,,,,,,,,899,10306,2944,1405 -,,,,,,,,900,10273,2934,1400 -,,,,,,,,901,10169,2904,1386 -,,,,,,,,902,10091,2882,1376 -,,,,,,,,903,9965,2846,1358 -,,,,,,,,904,9973,2848,1359 -,,,,,,,,905,10317,2946,1407 -,,,,,,,,906,11227,3206,1530 -,,,,,,,,907,11454,3271,1561 -,,,,,,,,908,11223,3205,1530 -,,,,,,,,909,10814,3088,1474 -,,,,,,,,910,10112,2888,1378 -,,,,,,,,911,9190,2625,1253 -,,,,,,,,912,8397,2398,1145 -,,,,,,,,913,7897,2255,1076 -,,,,,,,,914,7658,2187,1044 -,,,,,,,,915,7580,2164,1033 -,,,,,,,,916,7627,2179,1040 -,,,,,,,,917,7884,2252,1075 -,,,,,,,,918,8679,2479,1183 -,,,,,,,,919,10080,2879,1374 -,,,,,,,,920,10760,3073,1467 -,,,,,,,,921,10844,3096,1479 -,,,,,,,,922,10789,3081,1471 -,,,,,,,,923,10722,3062,1462 -,,,,,,,,924,10601,3028,1445 -,,,,,,,,925,10436,2980,1423 -,,,,,,,,926,10348,2955,1411 -,,,,,,,,927,10257,2930,1398 -,,,,,,,,928,10355,2957,1412 -,,,,,,,,929,10783,3080,1470 -,,,,,,,,930,11617,3318,1584 -,,,,,,,,931,11749,3356,1602 -,,,,,,,,932,11456,3271,1562 -,,,,,,,,933,11004,3143,1500 -,,,,,,,,934,10258,2930,1398 -,,,,,,,,935,9264,2646,1263 -,,,,,,,,936,8424,2406,1148 -,,,,,,,,937,7872,2249,1073 -,,,,,,,,938,7595,2169,1035 -,,,,,,,,939,7465,2132,1018 -,,,,,,,,940,7474,2134,1019 -,,,,,,,,941,7725,2206,1053 -,,,,,,,,942,8508,2429,1160 -,,,,,,,,943,9893,2825,1349 -,,,,,,,,944,10531,3008,1436 -,,,,,,,,945,10533,3008,1436 -,,,,,,,,946,10448,2984,1424 -,,,,,,,,947,10389,2967,1416 -,,,,,,,,948,10273,2934,1401 -,,,,,,,,949,10107,2886,1378 -,,,,,,,,950,10000,2856,1363 -,,,,,,,,951,9842,2810,1342 -,,,,,,,,952,9815,2803,1338 -,,,,,,,,953,10105,2886,1378 -,,,,,,,,954,11015,3146,1502 -,,,,,,,,955,11357,3244,1549 -,,,,,,,,956,11150,3185,1520 -,,,,,,,,957,10778,3078,1469 -,,,,,,,,958,10113,2888,1378 -,,,,,,,,959,9187,2624,1252 -,,,,,,,,960,8383,2394,1143 -,,,,,,,,961,7882,2251,1075 -,,,,,,,,962,7621,2177,1039 -,,,,,,,,963,7510,2145,1024 -,,,,,,,,964,7532,2151,1027 -,,,,,,,,965,7775,2220,1060 -,,,,,,,,966,8506,2429,1160 -,,,,,,,,967,9834,2809,1341 -,,,,,,,,968,10504,3000,1432 -,,,,,,,,969,10505,3000,1432 -,,,,,,,,970,10390,2967,1417 -,,,,,,,,971,10310,2945,1405 -,,,,,,,,972,10177,2906,1388 -,,,,,,,,973,9970,2848,1359 -,,,,,,,,974,9853,2814,1343 -,,,,,,,,975,9719,2775,1325 -,,,,,,,,976,9674,2763,1319 -,,,,,,,,977,9959,2845,1358 -,,,,,,,,978,10755,3071,1466 -,,,,,,,,979,10886,3109,1484 -,,,,,,,,980,10576,3020,1442 -,,,,,,,,981,10178,2907,1388 -,,,,,,,,982,9627,2749,1312 -,,,,,,,,983,8895,2540,1212 -,,,,,,,,984,8162,2331,1113 -,,,,,,,,985,7613,2174,1038 -,,,,,,,,986,7306,2086,996 -,,,,,,,,987,7122,2034,971 -,,,,,,,,988,7055,2015,962 -,,,,,,,,989,7132,2037,972 -,,,,,,,,990,7415,2118,1011 -,,,,,,,,991,7941,2268,1083 -,,,,,,,,992,8520,2433,1161 -,,,,,,,,993,9199,2627,1254 -,,,,,,,,994,9723,2777,1326 -,,,,,,,,995,9970,2848,1359 -,,,,,,,,996,10006,2858,1364 -,,,,,,,,997,9914,2831,1352 -,,,,,,,,998,9771,2790,1332 -,,,,,,,,999,9628,2749,1312 -,,,,,,,,1000,9559,2730,1303 -,,,,,,,,1001,9852,2814,1343 -,,,,,,,,1002,10586,3023,1444 -,,,,,,,,1003,10731,3065,1463 -,,,,,,,,1004,10422,2976,1421 -,,,,,,,,1005,10081,2880,1374 -,,,,,,,,1006,9629,2750,1312 -,,,,,,,,1007,9059,2587,1235 -,,,,,,,,1008,8468,2419,1155 -,,,,,,,,1009,8033,2294,1095 -,,,,,,,,1010,7793,2226,1062 -,,,,,,,,1011,7711,2203,1051 -,,,,,,,,1012,7718,2204,1052 -,,,,,,,,1013,7822,2234,1066 -,,,,,,,,1014,8062,2303,1099 -,,,,,,,,1015,8451,2414,1152 -,,,,,,,,1016,8882,2537,1211 -,,,,,,,,1017,9489,2710,1293 -,,,,,,,,1018,9926,2835,1353 -,,,,,,,,1019,10142,2896,1383 -,,,,,,,,1020,10189,2910,1389 -,,,,,,,,1021,10146,2898,1383 -,,,,,,,,1022,10036,2866,1368 -,,,,,,,,1023,9926,2835,1353 -,,,,,,,,1024,9981,2850,1361 -,,,,,,,,1025,10404,2971,1418 -,,,,,,,,1026,11369,3247,1550 -,,,,,,,,1027,11758,3358,1603 -,,,,,,,,1028,11556,3301,1575 -,,,,,,,,1029,11152,3185,1520 -,,,,,,,,1030,10484,2994,1429 -,,,,,,,,1031,9722,2776,1325 -,,,,,,,,1032,8998,2569,1226 -,,,,,,,,1033,8505,2429,1160 -,,,,,,,,1034,8265,2360,1126 -,,,,,,,,1035,8168,2333,1114 -,,,,,,,,1036,8189,2339,1116 -,,,,,,,,1037,8428,2407,1149 -,,,,,,,,1038,9147,2612,1247 -,,,,,,,,1039,10459,2987,1426 -,,,,,,,,1040,11099,3170,1514 -,,,,,,,,1041,11148,3184,1520 -,,,,,,,,1042,11081,3165,1510 -,,,,,,,,1043,11015,3146,1502 -,,,,,,,,1044,10917,3118,1489 -,,,,,,,,1045,10710,3059,1460 -,,,,,,,,1046,10549,3013,1439 -,,,,,,,,1047,10359,2958,1412 -,,,,,,,,1048,10290,2939,1403 -,,,,,,,,1049,10536,3009,1436 -,,,,,,,,1050,11403,3256,1555 -,,,,,,,,1051,11764,3360,1604 -,,,,,,,,1052,11544,3296,1574 -,,,,,,,,1053,11133,3180,1518 -,,,,,,,,1054,10421,2976,1421 -,,,,,,,,1055,9484,2709,1293 -,,,,,,,,1056,8634,2465,1177 -,,,,,,,,1057,8090,2310,1103 -,,,,,,,,1058,7811,2231,1065 -,,,,,,,,1059,7709,2202,1051 -,,,,,,,,1060,7707,2201,1050 -,,,,,,,,1061,7943,2269,1083 -,,,,,,,,1062,8680,2479,1183 -,,,,,,,,1063,10023,2863,1367 -,,,,,,,,1064,10659,3044,1454 -,,,,,,,,1065,10701,3056,1459 -,,,,,,,,1066,10668,3046,1454 -,,,,,,,,1067,10648,3041,1452 -,,,,,,,,1068,10556,3015,1439 -,,,,,,,,1069,10434,2980,1423 -,,,,,,,,1070,10341,2953,1410 -,,,,,,,,1071,10225,2920,1394 -,,,,,,,,1072,10169,2904,1386 -,,,,,,,,1073,10383,2965,1415 -,,,,,,,,1074,11184,3194,1525 -,,,,,,,,1075,11488,3281,1566 -,,,,,,,,1076,11197,3198,1526 -,,,,,,,,1077,10762,3073,1467 -,,,,,,,,1078,10056,2872,1371 -,,,,,,,,1079,9134,2609,1245 -,,,,,,,,1080,8318,2375,1134 -,,,,,,,,1081,7763,2217,1058 -,,,,,,,,1082,7466,2132,1018 -,,,,,,,,1083,7322,2091,998 -,,,,,,,,1084,7307,2087,996 -,,,,,,,,1085,7510,2144,1024 -,,,,,,,,1086,8252,2357,1125 -,,,,,,,,1087,9581,2736,1306 -,,,,,,,,1088,10291,2939,1403 -,,,,,,,,1089,10431,2979,1422 -,,,,,,,,1090,10465,2989,1427 -,,,,,,,,1091,10495,2997,1431 -,,,,,,,,1092,10449,2984,1424 -,,,,,,,,1093,10324,2949,1408 -,,,,,,,,1094,10266,2932,1399 -,,,,,,,,1095,10149,2899,1383 -,,,,,,,,1096,10110,2887,1378 -,,,,,,,,1097,10359,2959,1413 -,,,,,,,,1098,11099,3170,1513 -,,,,,,,,1099,11355,3243,1548 -,,,,,,,,1100,11088,3167,1512 -,,,,,,,,1101,10636,3037,1450 -,,,,,,,,1102,9927,2835,1353 -,,,,,,,,1103,8993,2569,1226 -,,,,,,,,1104,8142,2325,1110 -,,,,,,,,1105,7625,2178,1040 -,,,,,,,,1106,7352,2099,1002 -,,,,,,,,1107,7247,2069,988 -,,,,,,,,1108,7297,2084,994 -,,,,,,,,1109,7532,2151,1027 -,,,,,,,,1110,8314,2374,1133 -,,,,,,,,1111,9641,2754,1314 -,,,,,,,,1112,10287,2938,1403 -,,,,,,,,1113,10370,2961,1414 -,,,,,,,,1114,10385,2966,1416 -,,,,,,,,1115,10365,2960,1413 -,,,,,,,,1116,10310,2945,1405 -,,,,,,,,1117,10247,2926,1397 -,,,,,,,,1118,10244,2925,1397 -,,,,,,,,1119,10168,2904,1386 -,,,,,,,,1120,10204,2915,1391 -,,,,,,,,1121,10572,3020,1441 -,,,,,,,,1122,11259,3216,1535 -,,,,,,,,1123,11406,3257,1555 -,,,,,,,,1124,11121,3176,1516 -,,,,,,,,1125,10679,3050,1456 -,,,,,,,,1126,9966,2846,1358 -,,,,,,,,1127,9025,2578,1231 -,,,,,,,,1128,8187,2338,1116 -,,,,,,,,1129,7611,2174,1038 -,,,,,,,,1130,7284,2080,993 -,,,,,,,,1131,7110,2031,969 -,,,,,,,,1132,7082,2023,965 -,,,,,,,,1133,7266,2075,990 -,,,,,,,,1134,7941,2268,1083 -,,,,,,,,1135,9190,2625,1253 -,,,,,,,,1136,9935,2837,1354 -,,,,,,,,1137,10145,2897,1383 -,,,,,,,,1138,10199,2913,1390 -,,,,,,,,1139,10213,2917,1393 -,,,,,,,,1140,10135,2895,1382 -,,,,,,,,1141,9964,2845,1358 -,,,,,,,,1142,9842,2811,1342 -,,,,,,,,1143,9677,2764,1319 -,,,,,,,,1144,9588,2739,1308 -,,,,,,,,1145,9757,2786,1330 -,,,,,,,,1146,10423,2976,1421 -,,,,,,,,1147,10732,3065,1463 -,,,,,,,,1148,10465,2989,1427 -,,,,,,,,1149,10112,2888,1378 -,,,,,,,,1150,9608,2744,1310 -,,,,,,,,1151,8902,2543,1214 -,,,,,,,,1152,8169,2333,1114 -,,,,,,,,1153,7626,2178,1040 -,,,,,,,,1154,7319,2090,998 -,,,,,,,,1155,7175,2049,978 -,,,,,,,,1156,7115,2032,969 -,,,,,,,,1157,7188,2053,980 -,,,,,,,,1158,7493,2140,1021 -,,,,,,,,1159,7971,2277,1086 -,,,,,,,,1160,8487,2424,1157 -,,,,,,,,1161,9054,2586,1234 -,,,,,,,,1162,9378,2679,1278 -,,,,,,,,1163,9475,2706,1292 -,,,,,,,,1164,9397,2684,1281 -,,,,,,,,1165,9213,2631,1256 -,,,,,,,,1166,8987,2567,1225 -,,,,,,,,1167,8846,2526,1206 -,,,,,,,,1168,8855,2529,1207 -,,,,,,,,1169,9156,2614,1248 -,,,,,,,,1170,9899,2827,1349 -,,,,,,,,1171,10203,2914,1391 -,,,,,,,,1172,9935,2838,1354 -,,,,,,,,1173,9625,2749,1312 -,,,,,,,,1174,9180,2622,1252 -,,,,,,,,1175,8581,2451,1170 -,,,,,,,,1176,7971,2277,1086 -,,,,,,,,1177,7490,2138,1021 -,,,,,,,,1178,7210,2059,983 -,,,,,,,,1179,7059,2016,962 -,,,,,,,,1180,7011,2003,956 -,,,,,,,,1181,7070,2019,964 -,,,,,,,,1182,7293,2083,994 -,,,,,,,,1183,7609,2173,1037 -,,,,,,,,1184,8012,2288,1092 -,,,,,,,,1185,8538,2439,1164 -,,,,,,,,1186,8900,2542,1213 -,,,,,,,,1187,9034,2580,1232 -,,,,,,,,1188,9054,2585,1234 -,,,,,,,,1189,8953,2557,1221 -,,,,,,,,1190,8781,2508,1197 -,,,,,,,,1191,8625,2463,1176 -,,,,,,,,1192,8611,2459,1174 -,,,,,,,,1193,8917,2547,1216 -,,,,,,,,1194,9775,2791,1332 -,,,,,,,,1195,10295,2940,1403 -,,,,,,,,1196,10076,2878,1373 -,,,,,,,,1197,9756,2786,1330 -,,,,,,,,1198,9251,2642,1261 -,,,,,,,,1199,8620,2462,1175 -,,,,,,,,1200,8004,2286,1091 -,,,,,,,,1201,7591,2168,1035 -,,,,,,,,1202,7349,2099,1002 -,,,,,,,,1203,7210,2059,983 -,,,,,,,,1204,7233,2066,986 -,,,,,,,,1205,7428,2121,1013 -,,,,,,,,1206,7961,2274,1085 -,,,,,,,,1207,8744,2497,1192 -,,,,,,,,1208,9347,2670,1274 -,,,,,,,,1209,9828,2807,1340 -,,,,,,,,1210,10129,2893,1381 -,,,,,,,,1211,10263,2931,1399 -,,,,,,,,1212,10228,2921,1394 -,,,,,,,,1213,10062,2874,1372 -,,,,,,,,1214,9882,2822,1348 -,,,,,,,,1215,9738,2781,1328 -,,,,,,,,1216,9696,2769,1322 -,,,,,,,,1217,9990,2853,1362 -,,,,,,,,1218,10862,3102,1481 -,,,,,,,,1219,11318,3232,1543 -,,,,,,,,1220,11040,3153,1505 -,,,,,,,,1221,10615,3031,1447 -,,,,,,,,1222,9962,2845,1358 -,,,,,,,,1223,9128,2607,1244 -,,,,,,,,1224,8372,2391,1141 -,,,,,,,,1225,7888,2253,1075 -,,,,,,,,1226,7640,2182,1041 -,,,,,,,,1227,7545,2154,1029 -,,,,,,,,1228,7585,2166,1034 -,,,,,,,,1229,7831,2236,1068 -,,,,,,,,1230,8541,2439,1165 -,,,,,,,,1231,9651,2756,1316 -,,,,,,,,1232,10291,2939,1403 -,,,,,,,,1233,10491,2996,1430 -,,,,,,,,1234,10481,2993,1428 -,,,,,,,,1235,10455,2986,1425 -,,,,,,,,1236,10351,2956,1411 -,,,,,,,,1237,10191,2910,1389 -,,,,,,,,1238,10110,2888,1378 -,,,,,,,,1239,10039,2867,1368 -,,,,,,,,1240,10042,2868,1369 -,,,,,,,,1241,10338,2952,1409 -,,,,,,,,1242,11123,3176,1516 -,,,,,,,,1243,11418,3260,1557 -,,,,,,,,1244,11097,3169,1513 -,,,,,,,,1245,10601,3027,1445 -,,,,,,,,1246,9885,2823,1348 -,,,,,,,,1247,8968,2561,1222 -,,,,,,,,1248,8153,2329,1111 -,,,,,,,,1249,7599,2170,1036 -,,,,,,,,1250,7284,2080,993 -,,,,,,,,1251,7147,2041,974 -,,,,,,,,1252,7125,2035,971 -,,,,,,,,1253,7333,2094,999 -,,,,,,,,1254,7991,2282,1090 -,,,,,,,,1255,9047,2584,1233 -,,,,,,,,1256,9732,2780,1327 -,,,,,,,,1257,9950,2842,1357 -,,,,,,,,1258,9972,2848,1359 -,,,,,,,,1259,10004,2857,1364 -,,,,,,,,1260,9950,2842,1357 -,,,,,,,,1261,9807,2801,1337 -,,,,,,,,1262,9709,2773,1323 -,,,,,,,,1263,9560,2730,1303 -,,,,,,,,1264,9469,2704,1291 -,,,,,,,,1265,9656,2758,1317 -,,,,,,,,1266,10381,2965,1415 -,,,,,,,,1267,10819,3090,1475 -,,,,,,,,1268,10562,3016,1440 -,,,,,,,,1269,10151,2900,1384 -,,,,,,,,1270,9508,2715,1296 -,,,,,,,,1271,8638,2467,1177 -,,,,,,,,1272,7846,2241,1070 -,,,,,,,,1273,7303,2086,995 -,,,,,,,,1274,6999,1999,954 -,,,,,,,,1275,6838,1953,932 -,,,,,,,,1276,6820,1948,929 -,,,,,,,,1277,7001,1999,954 -,,,,,,,,1278,7652,2185,1043 -,,,,,,,,1279,8744,2497,1192 -,,,,,,,,1280,9451,2699,1288 -,,,,,,,,1281,9760,2787,1331 -,,,,,,,,1282,9924,2835,1353 -,,,,,,,,1283,9981,2850,1361 -,,,,,,,,1284,9974,2849,1360 -,,,,,,,,1285,9877,2820,1347 -,,,,,,,,1286,9772,2790,1332 -,,,,,,,,1287,9652,2756,1316 -,,,,,,,,1288,9540,2725,1301 -,,,,,,,,1289,9671,2762,1318 -,,,,,,,,1290,10355,2957,1412 -,,,,,,,,1291,10836,3095,1477 -,,,,,,,,1292,10620,3033,1448 -,,,,,,,,1293,10217,2918,1393 -,,,,,,,,1294,9588,2738,1307 -,,,,,,,,1295,8742,2497,1191 -,,,,,,,,1296,7977,2279,1087 -,,,,,,,,1297,7457,2129,1016 -,,,,,,,,1298,7157,2044,975 -,,,,,,,,1299,7019,2004,957 -,,,,,,,,1300,7027,2007,958 -,,,,,,,,1301,7231,2065,985 -,,,,,,,,1302,7861,2245,1071 -,,,,,,,,1303,8911,2545,1215 -,,,,,,,,1304,9703,2771,1322 -,,,,,,,,1305,10187,2910,1388 -,,,,,,,,1306,10441,2982,1424 -,,,,,,,,1307,10613,3031,1447 -,,,,,,,,1308,10669,3047,1454 -,,,,,,,,1309,10604,3028,1445 -,,,,,,,,1310,10565,3017,1440 -,,,,,,,,1311,10490,2995,1430 -,,,,,,,,1312,10443,2983,1424 -,,,,,,,,1313,10639,3039,1450 -,,,,,,,,1314,11072,3162,1509 -,,,,,,,,1315,11096,3169,1513 -,,,,,,,,1316,10745,3069,1465 -,,,,,,,,1317,10289,2939,1403 -,,,,,,,,1318,9690,2767,1321 -,,,,,,,,1319,8930,2550,1217 -,,,,,,,,1320,8178,2335,1115 -,,,,,,,,1321,7621,2177,1039 -,,,,,,,,1322,7287,2081,994 -,,,,,,,,1323,7110,2030,969 -,,,,,,,,1324,7044,2012,960 -,,,,,,,,1325,7131,2037,972 -,,,,,,,,1326,7410,2116,1010 -,,,,,,,,1327,7828,2235,1067 -,,,,,,,,1328,8316,2374,1134 -,,,,,,,,1329,8903,2543,1214 -,,,,,,,,1330,9358,2672,1276 -,,,,,,,,1331,9582,2736,1307 -,,,,,,,,1332,9587,2738,1307 -,,,,,,,,1333,9485,2709,1293 -,,,,,,,,1334,9318,2661,1270 -,,,,,,,,1335,9195,2626,1253 -,,,,,,,,1336,9175,2620,1251 -,,,,,,,,1337,9422,2690,1284 -,,,,,,,,1338,10096,2884,1377 -,,,,,,,,1339,10560,3015,1439 -,,,,,,,,1340,10326,2949,1408 -,,,,,,,,1341,9995,2855,1363 -,,,,,,,,1342,9553,2728,1302 -,,,,,,,,1343,8922,2549,1216 -,,,,,,,,1344,8318,2375,1134 -,,,,,,,,1345,7861,2245,1071 -,,,,,,,,1346,7565,2160,1031 -,,,,,,,,1347,7413,2117,1010 -,,,,,,,,1348,7380,2108,1006 -,,,,,,,,1349,7441,2125,1014 -,,,,,,,,1350,7665,2189,1045 -,,,,,,,,1351,7947,2269,1083 -,,,,,,,,1352,8333,2379,1136 -,,,,,,,,1353,8885,2538,1212 -,,,,,,,,1354,9239,2639,1259 -,,,,,,,,1355,9411,2688,1283 -,,,,,,,,1356,9462,2702,1290 -,,,,,,,,1357,9411,2688,1283 -,,,,,,,,1358,9235,2637,1259 -,,,,,,,,1359,9050,2584,1234 -,,,,,,,,1360,9032,2580,1232 -,,,,,,,,1361,9325,2663,1272 -,,,,,,,,1362,10098,2884,1377 -,,,,,,,,1363,10815,3089,1474 -,,,,,,,,1364,10621,3033,1448 -,,,,,,,,1365,10226,2920,1394 -,,,,,,,,1366,9618,2747,1311 -,,,,,,,,1367,8863,2531,1208 -,,,,,,,,1368,8192,2339,1116 -,,,,,,,,1369,7755,2214,1057 -,,,,,,,,1370,7537,2153,1027 -,,,,,,,,1371,7463,2131,1017 -,,,,,,,,1372,7507,2144,1024 -,,,,,,,,1373,7785,2224,1061 -,,,,,,,,1374,8561,2445,1167 -,,,,,,,,1375,9775,2791,1332 -,,,,,,,,1376,10421,2976,1421 -,,,,,,,,1377,10491,2996,1430 -,,,,,,,,1378,10455,2985,1425 -,,,,,,,,1379,10410,2973,1419 -,,,,,,,,1380,10322,2948,1407 -,,,,,,,,1381,10206,2915,1392 -,,,,,,,,1382,10120,2890,1379 -,,,,,,,,1383,9988,2853,1362 -,,,,,,,,1384,9982,2850,1361 -,,,,,,,,1385,10280,2936,1402 -,,,,,,,,1386,10958,3130,1494 -,,,,,,,,1387,11328,3235,1545 -,,,,,,,,1388,11037,3152,1504 -,,,,,,,,1389,10526,3006,1435 -,,,,,,,,1390,9789,2795,1334 -,,,,,,,,1391,8873,2535,1210 -,,,,,,,,1392,8044,2297,1096 -,,,,,,,,1393,7520,2148,1025 -,,,,,,,,1394,7231,2065,985 -,,,,,,,,1395,7107,2029,969 -,,,,,,,,1396,7106,2029,969 -,,,,,,,,1397,7335,2095,999 -,,,,,,,,1398,8093,2311,1103 -,,,,,,,,1399,9290,2653,1267 -,,,,,,,,1400,9931,2836,1354 -,,,,,,,,1401,10061,2874,1372 -,,,,,,,,1402,10102,2885,1378 -,,,,,,,,1403,10091,2882,1376 -,,,,,,,,1404,10018,2861,1366 -,,,,,,,,1405,9875,2820,1346 -,,,,,,,,1406,9788,2795,1334 -,,,,,,,,1407,9659,2759,1317 -,,,,,,,,1408,9603,2742,1309 -,,,,,,,,1409,9803,2800,1337 -,,,,,,,,1410,10518,3004,1434 -,,,,,,,,1411,11166,3189,1522 -,,,,,,,,1412,11523,3291,1571 -,,,,,,,,1413,10998,3141,1499 -,,,,,,,,1414,10215,2917,1393 -,,,,,,,,1415,9261,2645,1262 -,,,,,,,,1416,8427,2407,1149 -,,,,,,,,1417,7875,2249,1074 -,,,,,,,,1418,7605,2172,1036 -,,,,,,,,1419,7467,2133,1018 -,,,,,,,,1420,7469,2133,1018 -,,,,,,,,1421,7673,2191,1046 -,,,,,,,,1422,8349,2384,1138 -,,,,,,,,1423,9493,2711,1294 -,,,,,,,,1424,10224,2920,1394 -,,,,,,,,1425,10547,3012,1438 -,,,,,,,,1426,10752,3070,1466 -,,,,,,,,1427,10930,3121,1490 -,,,,,,,,1428,10989,3139,1499 -,,,,,,,,1429,10958,3130,1494 -,,,,,,,,1430,10901,3113,1486 -,,,,,,,,1431,10816,3089,1474 -,,,,,,,,1432,10785,3081,1470 -,,,,,,,,1433,10991,3139,1499 -,,,,,,,,1434,11525,3291,1571 -,,,,,,,,1435,11867,3389,1618 -,,,,,,,,1436,11605,3314,1582 -,,,,,,,,1437,11147,3183,1519 -,,,,,,,,1438,10416,2975,1420 -,,,,,,,,1439,9477,2706,1292 -,,,,,,,,1440,8641,2468,1178 -,,,,,,,,1441,8120,2319,1107 -,,,,,,,,1442,7834,2238,1068 -,,,,,,,,1443,7683,2194,1047 -,,,,,,,,1444,7693,2197,1049 -,,,,,,,,1445,7904,2257,1077 -,,,,,,,,1446,8636,2466,1177 -,,,,,,,,1447,9807,2800,1337 -,,,,,,,,1448,10509,3001,1433 -,,,,,,,,1449,10720,3061,1461 -,,,,,,,,1450,10776,3077,1469 -,,,,,,,,1451,10815,3088,1474 -,,,,,,,,1452,10751,3070,1466 -,,,,,,,,1453,10634,3037,1449 -,,,,,,,,1454,10572,3019,1441 -,,,,,,,,1455,10448,2984,1424 -,,,,,,,,1456,10397,2969,1418 -,,,,,,,,1457,10593,3025,1444 -,,,,,,,,1458,11080,3165,1510 -,,,,,,,,1459,11311,3231,1542 -,,,,,,,,1460,11017,3146,1502 -,,,,,,,,1461,10603,3028,1445 -,,,,,,,,1462,10035,2866,1368 -,,,,,,,,1463,9282,2651,1266 -,,,,,,,,1464,8517,2432,1161 -,,,,,,,,1465,7982,2279,1088 -,,,,,,,,1466,7654,2186,1044 -,,,,,,,,1467,7449,2127,1015 -,,,,,,,,1468,7341,2096,1000 -,,,,,,,,1469,7371,2105,1004 -,,,,,,,,1470,7615,2174,1038 -,,,,,,,,1471,8056,2301,1098 -,,,,,,,,1472,8598,2455,1172 -,,,,,,,,1473,9260,2645,1262 -,,,,,,,,1474,9749,2784,1329 -,,,,,,,,1475,9971,2848,1359 -,,,,,,,,1476,10017,2860,1366 -,,,,,,,,1477,9869,2819,1346 -,,,,,,,,1478,9583,2737,1307 -,,,,,,,,1479,9292,2654,1267 -,,,,,,,,1480,9102,2600,1241 -,,,,,,,,1481,9139,2610,1246 -,,,,,,,,1482,9614,2745,1311 -,,,,,,,,1483,10222,2920,1393 -,,,,,,,,1484,9995,2855,1363 -,,,,,,,,1485,9682,2765,1320 -,,,,,,,,1486,9202,2628,1254 -,,,,,,,,1487,8602,2457,1172 -,,,,,,,,1488,7977,2279,1087 -,,,,,,,,1489,7477,2135,1020 -,,,,,,,,1490,7172,2048,978 -,,,,,,,,1491,7002,2000,954 -,,,,,,,,1492,6932,1980,945 -,,,,,,,,1493,6985,1995,952 -,,,,,,,,1494,7176,2049,979 -,,,,,,,,1495,7482,2137,1020 -,,,,,,,,1496,7921,2262,1080 -,,,,,,,,1497,8559,2444,1166 -,,,,,,,,1498,9060,2588,1235 -,,,,,,,,1499,9283,2651,1266 -,,,,,,,,1500,9368,2675,1277 -,,,,,,,,1501,9349,2670,1274 -,,,,,,,,1502,9206,2629,1255 -,,,,,,,,1503,9116,2604,1242 -,,,,,,,,1504,9118,2604,1243 -,,,,,,,,1505,9343,2668,1273 -,,,,,,,,1506,9973,2849,1360 -,,,,,,,,1507,10663,3045,1454 -,,,,,,,,1508,10496,2998,1431 -,,,,,,,,1509,10096,2884,1377 -,,,,,,,,1510,9457,2700,1289 -,,,,,,,,1511,8678,2478,1183 -,,,,,,,,1512,7993,2283,1090 -,,,,,,,,1513,7552,2157,1030 -,,,,,,,,1514,7351,2099,1002 -,,,,,,,,1515,7282,2079,993 -,,,,,,,,1516,7335,2095,999 -,,,,,,,,1517,7619,2176,1039 -,,,,,,,,1518,8415,2403,1147 -,,,,,,,,1519,9632,2750,1313 -,,,,,,,,1520,10309,2944,1405 -,,,,,,,,1521,10445,2983,1424 -,,,,,,,,1522,10471,2991,1428 -,,,,,,,,1523,10485,2995,1429 -,,,,,,,,1524,10418,2975,1420 -,,,,,,,,1525,10262,2930,1399 -,,,,,,,,1526,10148,2898,1383 -,,,,,,,,1527,9977,2850,1360 -,,,,,,,,1528,9935,2838,1354 -,,,,,,,,1529,10160,2902,1385 -,,,,,,,,1530,10845,3097,1479 -,,,,,,,,1531,11615,3317,1584 -,,,,,,,,1532,11459,3272,1562 -,,,,,,,,1533,11049,3156,1506 -,,,,,,,,1534,10356,2958,1412 -,,,,,,,,1535,9442,2696,1288 -,,,,,,,,1536,8657,2472,1180 -,,,,,,,,1537,8163,2331,1113 -,,,,,,,,1538,7945,2269,1083 -,,,,,,,,1539,7862,2245,1072 -,,,,,,,,1540,7898,2256,1077 -,,,,,,,,1541,8165,2332,1113 -,,,,,,,,1542,8944,2555,1219 -,,,,,,,,1543,10130,2893,1381 -,,,,,,,,1544,10759,3072,1467 -,,,,,,,,1545,10816,3089,1474 -,,,,,,,,1546,10701,3056,1459 -,,,,,,,,1547,10651,3042,1452 -,,,,,,,,1548,10567,3018,1440 -,,,,,,,,1549,10376,2963,1414 -,,,,,,,,1550,10256,2929,1398 -,,,,,,,,1551,10085,2880,1375 -,,,,,,,,1552,9956,2844,1358 -,,,,,,,,1553,10142,2896,1383 -,,,,,,,,1554,10717,3060,1461 -,,,,,,,,1555,11461,3273,1563 -,,,,,,,,1556,11348,3241,1547 -,,,,,,,,1557,10960,3130,1494 -,,,,,,,,1558,10247,2926,1397 -,,,,,,,,1559,9288,2653,1267 -,,,,,,,,1560,8437,2409,1150 -,,,,,,,,1561,7910,2259,1078 -,,,,,,,,1562,7642,2183,1042 -,,,,,,,,1563,7501,2142,1023 -,,,,,,,,1564,7505,2144,1023 -,,,,,,,,1565,7716,2203,1052 -,,,,,,,,1566,8468,2419,1155 -,,,,,,,,1567,9601,2742,1309 -,,,,,,,,1568,10166,2903,1386 -,,,,,,,,1569,10185,2909,1388 -,,,,,,,,1570,10116,2890,1379 -,,,,,,,,1571,10057,2872,1371 -,,,,,,,,1572,9938,2838,1355 -,,,,,,,,1573,9791,2796,1335 -,,,,,,,,1574,9707,2772,1323 -,,,,,,,,1575,9530,2722,1299 -,,,,,,,,1576,9443,2697,1288 -,,,,,,,,1577,9574,2734,1305 -,,,,,,,,1578,10109,2887,1378 -,,,,,,,,1579,10805,3085,1473 -,,,,,,,,1580,10641,3039,1451 -,,,,,,,,1581,10230,2921,1394 -,,,,,,,,1582,9517,2718,1298 -,,,,,,,,1583,8590,2453,1171 -,,,,,,,,1584,7740,2211,1055 -,,,,,,,,1585,7227,2064,985 -,,,,,,,,1586,6947,1984,947 -,,,,,,,,1587,6804,1943,928 -,,,,,,,,1588,6773,1934,923 -,,,,,,,,1589,6978,1993,951 -,,,,,,,,1590,7694,2198,1049 -,,,,,,,,1591,8773,2505,1196 -,,,,,,,,1592,9442,2696,1288 -,,,,,,,,1593,9590,2739,1308 -,,,,,,,,1594,9641,2754,1314 -,,,,,,,,1595,9676,2764,1319 -,,,,,,,,1596,9667,2760,1318 -,,,,,,,,1597,9575,2735,1305 -,,,,,,,,1598,9532,2722,1299 -,,,,,,,,1599,9424,2691,1285 -,,,,,,,,1600,9358,2673,1276 -,,,,,,,,1601,9474,2705,1292 -,,,,,,,,1602,9975,2849,1360 -,,,,,,,,1603,10518,3004,1434 -,,,,,,,,1604,10324,2949,1408 -,,,,,,,,1605,9890,2825,1348 -,,,,,,,,1606,9189,2625,1252 -,,,,,,,,1607,8258,2359,1126 -,,,,,,,,1608,7447,2127,1015 -,,,,,,,,1609,6919,1976,944 -,,,,,,,,1610,6646,1898,906 -,,,,,,,,1611,6507,1858,887 -,,,,,,,,1612,6480,1850,883 -,,,,,,,,1613,6689,1910,912 -,,,,,,,,1614,7403,2114,1010 -,,,,,,,,1615,8626,2464,1176 -,,,,,,,,1616,9443,2697,1288 -,,,,,,,,1617,9704,2771,1322 -,,,,,,,,1618,9797,2798,1336 -,,,,,,,,1619,9842,2810,1342 -,,,,,,,,1620,9789,2795,1334 -,,,,,,,,1621,9649,2755,1316 -,,,,,,,,1622,9561,2730,1303 -,,,,,,,,1623,9425,2692,1285 -,,,,,,,,1624,9376,2678,1278 -,,,,,,,,1625,9491,2710,1294 -,,,,,,,,1626,9892,2825,1348 -,,,,,,,,1627,10483,2994,1429 -,,,,,,,,1628,10305,2943,1405 -,,,,,,,,1629,9964,2846,1358 -,,,,,,,,1630,9454,2700,1289 -,,,,,,,,1631,8738,2495,1191 -,,,,,,,,1632,8006,2287,1091 -,,,,,,,,1633,7498,2141,1022 -,,,,,,,,1634,7239,2068,987 -,,,,,,,,1635,7111,2031,969 -,,,,,,,,1636,7083,2023,965 -,,,,,,,,1637,7185,2052,979 -,,,,,,,,1638,7485,2138,1020 -,,,,,,,,1639,7906,2258,1078 -,,,,,,,,1640,8530,2436,1163 -,,,,,,,,1641,9122,2605,1243 -,,,,,,,,1642,9490,2710,1294 -,,,,,,,,1643,9569,2733,1304 -,,,,,,,,1644,9497,2712,1295 -,,,,,,,,1645,9328,2664,1272 -,,,,,,,,1646,9121,2604,1243 -,,,,,,,,1647,8940,2553,1219 -,,,,,,,,1648,8871,2534,1210 -,,,,,,,,1649,9010,2573,1228 -,,,,,,,,1650,9451,2700,1288 -,,,,,,,,1651,10147,2898,1383 -,,,,,,,,1652,10013,2860,1365 -,,,,,,,,1653,9737,2780,1328 -,,,,,,,,1654,9287,2652,1266 -,,,,,,,,1655,8667,2475,1181 -,,,,,,,,1656,8057,2301,1098 -,,,,,,,,1657,7591,2168,1035 -,,,,,,,,1658,7452,2128,1015 -,,,,,,,,1659,7312,2089,997 -,,,,,,,,1660,7169,2048,977 -,,,,,,,,1661,7138,2038,973 -,,,,,,,,1662,7249,2070,988 -,,,,,,,,1663,7512,2145,1024 -,,,,,,,,1664,7809,2230,1065 -,,,,,,,,1665,8257,2358,1126 -,,,,,,,,1666,8664,2474,1181 -,,,,,,,,1667,8875,2535,1210 -,,,,,,,,1668,8929,2550,1217 -,,,,,,,,1669,8867,2532,1209 -,,,,,,,,1670,8689,2481,1185 -,,,,,,,,1671,8473,2419,1155 -,,,,,,,,1672,8338,2381,1136 -,,,,,,,,1673,8375,2392,1141 -,,,,,,,,1674,8619,2461,1175 -,,,,,,,,1675,9041,2582,1232 -,,,,,,,,1676,9793,2796,1335 -,,,,,,,,1677,9641,2754,1314 -,,,,,,,,1678,9055,2586,1235 -,,,,,,,,1679,8301,2371,1131 -,,,,,,,,1680,7513,2145,1024 -,,,,,,,,1681,7018,2004,957 -,,,,,,,,1682,6730,1922,918 -,,,,,,,,1683,6622,1891,903 -,,,,,,,,1684,6637,1896,904 -,,,,,,,,1685,6834,1952,932 -,,,,,,,,1686,7545,2154,1029 -,,,,,,,,1687,8884,2537,1212 -,,,,,,,,1688,9660,2759,1317 -,,,,,,,,1689,9765,2789,1331 -,,,,,,,,1690,9727,2778,1326 -,,,,,,,,1691,9760,2787,1331 -,,,,,,,,1692,9738,2781,1328 -,,,,,,,,1693,9638,2752,1314 -,,,,,,,,1694,9575,2735,1305 -,,,,,,,,1695,9428,2693,1285 -,,,,,,,,1696,9292,2654,1267 -,,,,,,,,1697,9255,2644,1262 -,,,,,,,,1698,9377,2678,1278 -,,,,,,,,1699,9691,2768,1321 -,,,,,,,,1700,10200,2913,1391 -,,,,,,,,1701,9895,2826,1349 -,,,,,,,,1702,9179,2621,1252 -,,,,,,,,1703,8257,2358,1126 -,,,,,,,,1704,7404,2114,1010 -,,,,,,,,1705,6824,1948,930 -,,,,,,,,1706,6491,1853,885 -,,,,,,,,1707,6333,1808,863 -,,,,,,,,1708,6295,1798,858 -,,,,,,,,1709,6462,1845,881 -,,,,,,,,1710,7094,2026,967 -,,,,,,,,1711,8389,2396,1144 -,,,,,,,,1712,9259,2645,1262 -,,,,,,,,1713,9497,2712,1295 -,,,,,,,,1714,9587,2738,1307 -,,,,,,,,1715,9652,2756,1316 -,,,,,,,,1716,9664,2760,1318 -,,,,,,,,1717,9610,2745,1310 -,,,,,,,,1718,9593,2740,1308 -,,,,,,,,1719,9495,2712,1294 -,,,,,,,,1720,9400,2684,1282 -,,,,,,,,1721,9407,2687,1282 -,,,,,,,,1722,9511,2716,1297 -,,,,,,,,1723,9660,2759,1317 -,,,,,,,,1724,10128,2892,1381 -,,,,,,,,1725,9850,2813,1343 -,,,,,,,,1726,9147,2612,1247 -,,,,,,,,1727,8199,2341,1118 -,,,,,,,,1728,7325,2092,999 -,,,,,,,,1729,6740,1925,919 -,,,,,,,,1730,6425,1834,876 -,,,,,,,,1731,6264,1789,853 -,,,,,,,,1732,6257,1787,853 -,,,,,,,,1733,6405,1829,873 -,,,,,,,,1734,7053,2014,961 -,,,,,,,,1735,8360,2388,1140 -,,,,,,,,1736,9166,2618,1250 -,,,,,,,,1737,9354,2671,1275 -,,,,,,,,1738,9463,2703,1290 -,,,,,,,,1739,9550,2727,1302 -,,,,,,,,1740,9566,2732,1304 -,,,,,,,,1741,9480,2707,1292 -,,,,,,,,1742,9460,2701,1290 -,,,,,,,,1743,9358,2673,1276 -,,,,,,,,1744,9286,2652,1266 -,,,,,,,,1745,9356,2672,1276 -,,,,,,,,1746,9577,2735,1306 -,,,,,,,,1747,9809,2801,1338 -,,,,,,,,1748,10169,2904,1386 -,,,,,,,,1749,9908,2830,1351 -,,,,,,,,1750,9251,2642,1261 -,,,,,,,,1751,8331,2379,1136 -,,,,,,,,1752,7488,2138,1020 -,,,,,,,,1753,6946,1983,947 -,,,,,,,,1754,6646,1898,906 -,,,,,,,,1755,6500,1856,886 -,,,,,,,,1756,6489,1853,884 -,,,,,,,,1757,6670,1905,909 -,,,,,,,,1758,7351,2099,1002 -,,,,,,,,1759,8696,2484,1186 -,,,,,,,,1760,9549,2727,1302 -,,,,,,,,1761,9746,2783,1328 -,,,,,,,,1762,9834,2809,1341 -,,,,,,,,1763,9913,2831,1352 -,,,,,,,,1764,9869,2819,1346 -,,,,,,,,1765,9747,2784,1328 -,,,,,,,,1766,9662,2760,1318 -,,,,,,,,1767,9484,2709,1293 -,,,,,,,,1768,9390,2682,1280 -,,,,,,,,1769,9456,2700,1289 -,,,,,,,,1770,9694,2769,1322 -,,,,,,,,1771,10014,2860,1365 -,,,,,,,,1772,10428,2978,1422 -,,,,,,,,1773,10162,2902,1385 -,,,,,,,,1774,9552,2728,1302 -,,,,,,,,1775,8643,2468,1178 -,,,,,,,,1776,7788,2224,1062 -,,,,,,,,1777,7214,2060,984 -,,,,,,,,1778,6893,1968,939 -,,,,,,,,1779,6755,1929,921 -,,,,,,,,1780,6719,1919,916 -,,,,,,,,1781,6890,1968,939 -,,,,,,,,1782,7542,2154,1028 -,,,,,,,,1783,8822,2519,1202 -,,,,,,,,1784,9614,2745,1311 -,,,,,,,,1785,9858,2815,1344 -,,,,,,,,1786,9984,2851,1361 -,,,,,,,,1787,10096,2884,1377 -,,,,,,,,1788,10114,2889,1378 -,,,,,,,,1789,10041,2868,1369 -,,,,,,,,1790,10001,2856,1363 -,,,,,,,,1791,9878,2821,1347 -,,,,,,,,1792,9780,2793,1333 -,,,,,,,,1793,9754,2785,1330 -,,,,,,,,1794,9785,2795,1334 -,,,,,,,,1795,9873,2820,1346 -,,,,,,,,1796,10116,2889,1379 -,,,,,,,,1797,9842,2811,1342 -,,,,,,,,1798,9332,2665,1272 -,,,,,,,,1799,8603,2457,1173 -,,,,,,,,1800,7817,2233,1065 -,,,,,,,,1801,7210,2059,983 -,,,,,,,,1802,6839,1953,932 -,,,,,,,,1803,6646,1898,906 -,,,,,,,,1804,6556,1872,893 -,,,,,,,,1805,6599,1884,899 -,,,,,,,,1806,6830,1951,931 -,,,,,,,,1807,7298,2084,994 -,,,,,,,,1808,7834,2238,1068 -,,,,,,,,1809,8497,2427,1158 -,,,,,,,,1810,8943,2555,1219 -,,,,,,,,1811,9150,2613,1247 -,,,,,,,,1812,9123,2605,1244 -,,,,,,,,1813,8959,2559,1222 -,,,,,,,,1814,8750,2499,1192 -,,,,,,,,1815,8534,2437,1163 -,,,,,,,,1816,8354,2385,1139 -,,,,,,,,1817,8315,2374,1134 -,,,,,,,,1818,8349,2384,1138 -,,,,,,,,1819,8508,2429,1160 -,,,,,,,,1820,9060,2588,1235 -,,,,,,,,1821,8990,2568,1226 -,,,,,,,,1822,8609,2459,1173 -,,,,,,,,1823,8053,2300,1098 -,,,,,,,,1824,7430,2122,1013 -,,,,,,,,1825,6925,1978,944 -,,,,,,,,1826,6616,1889,902 -,,,,,,,,1827,6456,1843,880 -,,,,,,,,1828,6374,1820,868 -,,,,,,,,1829,6394,1826,872 -,,,,,,,,1830,6556,1872,893 -,,,,,,,,1831,6877,1964,938 -,,,,,,,,1832,7248,2070,988 -,,,,,,,,1833,7809,2230,1065 -,,,,,,,,1834,8267,2361,1127 -,,,,,,,,1835,8461,2416,1153 -,,,,,,,,1836,8497,2426,1158 -,,,,,,,,1837,8407,2401,1146 -,,,,,,,,1838,8247,2355,1124 -,,,,,,,,1839,8109,2316,1106 -,,,,,,,,1840,8033,2294,1095 -,,,,,,,,1841,8138,2324,1110 -,,,,,,,,1842,8344,2383,1137 -,,,,,,,,1843,8614,2460,1174 -,,,,,,,,1844,9319,2661,1271 -,,,,,,,,1845,9193,2625,1253 -,,,,,,,,1846,8559,2444,1166 -,,,,,,,,1847,7747,2213,1056 -,,,,,,,,1848,7009,2002,955 -,,,,,,,,1849,6488,1853,884 -,,,,,,,,1850,6220,1776,848 -,,,,,,,,1851,6097,1741,831 -,,,,,,,,1852,6095,1741,831 -,,,,,,,,1853,6305,1801,859 -,,,,,,,,1854,7009,2002,955 -,,,,,,,,1855,8321,2376,1135 -,,,,,,,,1856,9087,2595,1239 -,,,,,,,,1857,9303,2657,1268 -,,,,,,,,1858,9426,2692,1285 -,,,,,,,,1859,9581,2736,1306 -,,,,,,,,1860,9660,2759,1317 -,,,,,,,,1861,9664,2760,1318 -,,,,,,,,1862,9701,2770,1322 -,,,,,,,,1863,9625,2749,1312 -,,,,,,,,1864,9513,2717,1297 -,,,,,,,,1865,9440,2696,1287 -,,,,,,,,1866,9438,2695,1287 -,,,,,,,,1867,9510,2716,1297 -,,,,,,,,1868,10034,2865,1368 -,,,,,,,,1869,9803,2800,1337 -,,,,,,,,1870,9053,2585,1234 -,,,,,,,,1871,8084,2309,1102 -,,,,,,,,1872,7222,2063,984 -,,,,,,,,1873,6657,1901,908 -,,,,,,,,1874,6364,1818,868 -,,,,,,,,1875,6229,1779,849 -,,,,,,,,1876,6188,1767,843 -,,,,,,,,1877,6383,1823,870 -,,,,,,,,1878,7038,2010,959 -,,,,,,,,1879,8316,2375,1134 -,,,,,,,,1880,9058,2587,1235 -,,,,,,,,1881,9240,2639,1260 -,,,,,,,,1882,9335,2666,1272 -,,,,,,,,1883,9468,2704,1291 -,,,,,,,,1884,9552,2728,1302 -,,,,,,,,1885,9590,2739,1308 -,,,,,,,,1886,9666,2760,1318 -,,,,,,,,1887,9640,2753,1314 -,,,,,,,,1888,9594,2740,1308 -,,,,,,,,1889,9588,2738,1307 -,,,,,,,,1890,9612,2745,1310 -,,,,,,,,1891,9624,2749,1312 -,,,,,,,,1892,10133,2894,1382 -,,,,,,,,1893,9966,2846,1358 -,,,,,,,,1894,9241,2639,1260 -,,,,,,,,1895,8240,2353,1123 -,,,,,,,,1896,7373,2105,1005 -,,,,,,,,1897,6779,1936,924 -,,,,,,,,1898,6465,1846,881 -,,,,,,,,1899,6283,1794,857 -,,,,,,,,1900,6237,1781,850 -,,,,,,,,1901,6399,1828,873 -,,,,,,,,1902,7020,2005,957 -,,,,,,,,1903,8288,2367,1130 -,,,,,,,,1904,9036,2580,1232 -,,,,,,,,1905,9330,2665,1272 -,,,,,,,,1906,9512,2716,1297 -,,,,,,,,1907,9710,2773,1323 -,,,,,,,,1908,9832,2808,1341 -,,,,,,,,1909,9865,2817,1345 -,,,,,,,,1910,9921,2834,1353 -,,,,,,,,1911,9892,2825,1348 -,,,,,,,,1912,9842,2811,1342 -,,,,,,,,1913,9817,2804,1338 -,,,,,,,,1914,9815,2803,1338 -,,,,,,,,1915,9778,2793,1333 -,,,,,,,,1916,10245,2925,1397 -,,,,,,,,1917,10070,2876,1373 -,,,,,,,,1918,9360,2673,1276 -,,,,,,,,1919,8382,2394,1142 -,,,,,,,,1920,7475,2134,1019 -,,,,,,,,1921,6924,1978,944 -,,,,,,,,1922,6561,1873,894 -,,,,,,,,1923,6379,1822,869 -,,,,,,,,1924,6315,1803,861 -,,,,,,,,1925,6456,1843,880 -,,,,,,,,1926,7061,2017,963 -,,,,,,,,1927,8316,2375,1134 -,,,,,,,,1928,9067,2590,1236 -,,,,,,,,1929,9369,2675,1277 -,,,,,,,,1930,9601,2742,1309 -,,,,,,,,1931,9838,2810,1341 -,,,,,,,,1932,9967,2846,1359 -,,,,,,,,1933,10001,2856,1363 -,,,,,,,,1934,10114,2889,1379 -,,,,,,,,1935,10112,2888,1378 -,,,,,,,,1936,10096,2883,1377 -,,,,,,,,1937,10079,2879,1374 -,,,,,,,,1938,10039,2867,1368 -,,,,,,,,1939,9934,2837,1354 -,,,,,,,,1940,10363,2960,1413 -,,,,,,,,1941,10219,2919,1393 -,,,,,,,,1942,9523,2720,1298 -,,,,,,,,1943,8513,2431,1161 -,,,,,,,,1944,7619,2176,1039 -,,,,,,,,1945,7042,2011,960 -,,,,,,,,1946,6684,1908,911 -,,,,,,,,1947,6461,1845,881 -,,,,,,,,1948,6390,1825,871 -,,,,,,,,1949,6527,1863,889 -,,,,,,,,1950,7096,2027,967 -,,,,,,,,1951,8282,2365,1129 -,,,,,,,,1952,9039,2582,1232 -,,,,,,,,1953,9336,2666,1272 -,,,,,,,,1954,9530,2722,1299 -,,,,,,,,1955,9699,2770,1322 -,,,,,,,,1956,9746,2783,1328 -,,,,,,,,1957,9669,2761,1318 -,,,,,,,,1958,9692,2768,1321 -,,,,,,,,1959,9603,2743,1309 -,,,,,,,,1960,9488,2710,1293 -,,,,,,,,1961,9425,2691,1285 -,,,,,,,,1962,9321,2662,1271 -,,,,,,,,1963,9137,2610,1246 -,,,,,,,,1964,9519,2719,1298 -,,,,,,,,1965,9343,2669,1274 -,,,,,,,,1966,8803,2514,1200 -,,,,,,,,1967,8073,2305,1100 -,,,,,,,,1968,7301,2085,995 -,,,,,,,,1969,6716,1918,915 -,,,,,,,,1970,6351,1813,866 -,,,,,,,,1971,6143,1754,838 -,,,,,,,,1972,6033,1723,823 -,,,,,,,,1973,6043,1726,823 -,,,,,,,,1974,6246,1783,851 -,,,,,,,,1975,6660,1902,908 -,,,,,,,,1976,7157,2044,975 -,,,,,,,,1977,7838,2239,1069 -,,,,,,,,1978,8325,2378,1135 -,,,,,,,,1979,8539,2439,1164 -,,,,,,,,1980,8579,2450,1170 -,,,,,,,,1981,8483,2423,1156 -,,,,,,,,1982,8313,2374,1133 -,,,,,,,,1983,8175,2334,1115 -,,,,,,,,1984,8109,2316,1106 -,,,,,,,,1985,8166,2332,1113 -,,,,,,,,1986,8373,2391,1141 -,,,,,,,,1987,8583,2451,1170 -,,,,,,,,1988,8925,2549,1216 -,,,,,,,,1989,8761,2502,1195 -,,,,,,,,1990,8313,2374,1133 -,,,,,,,,1991,7709,2202,1051 -,,,,,,,,1992,7087,2023,966 -,,,,,,,,1993,6571,1877,896 -,,,,,,,,1994,6231,1779,849 -,,,,,,,,1995,6059,1730,826 -,,,,,,,,1996,5975,1706,814 -,,,,,,,,1997,5989,1711,817 -,,,,,,,,1998,6126,1749,835 -,,,,,,,,1999,6447,1841,878 -,,,,,,,,2000,6881,1965,938 -,,,,,,,,2001,7568,2161,1031 -,,,,,,,,2002,8160,2330,1112 -,,,,,,,,2003,8530,2436,1163 -,,,,,,,,2004,8748,2498,1192 -,,,,,,,,2005,8822,2519,1202 -,,,,,,,,2006,8734,2494,1191 -,,,,,,,,2007,8636,2466,1177 -,,,,,,,,2008,8569,2447,1168 -,,,,,,,,2009,8690,2482,1185 -,,,,,,,,2010,8933,2551,1218 -,,,,,,,,2011,9135,2609,1246 -,,,,,,,,2012,9515,2717,1298 -,,,,,,,,2013,9322,2662,1271 -,,,,,,,,2014,8673,2477,1182 -,,,,,,,,2015,7890,2254,1075 -,,,,,,,,2016,7164,2046,977 -,,,,,,,,2017,6656,1901,908 -,,,,,,,,2018,6385,1823,870 -,,,,,,,,2019,6273,1791,855 -,,,,,,,,2020,6282,1794,856 -,,,,,,,,2021,6506,1858,887 -,,,,,,,,2022,7224,2063,984 -,,,,,,,,2023,8559,2444,1166 -,,,,,,,,2024,9339,2667,1273 -,,,,,,,,2025,9607,2744,1310 -,,,,,,,,2026,9718,2775,1325 -,,,,,,,,2027,9773,2791,1332 -,,,,,,,,2028,9729,2779,1327 -,,,,,,,,2029,9628,2749,1312 -,,,,,,,,2030,9570,2733,1305 -,,,,,,,,2031,9429,2693,1286 -,,,,,,,,2032,9357,2672,1276 -,,,,,,,,2033,9428,2693,1285 -,,,,,,,,2034,9682,2765,1320 -,,,,,,,,2035,9938,2839,1355 -,,,,,,,,2036,10557,3015,1439 -,,,,,,,,2037,10473,2991,1428 -,,,,,,,,2038,9846,2812,1343 -,,,,,,,,2039,8933,2551,1218 -,,,,,,,,2040,8120,2319,1107 -,,,,,,,,2041,7602,2171,1036 -,,,,,,,,2042,7349,2099,1002 -,,,,,,,,2043,7243,2068,987 -,,,,,,,,2044,7256,2072,989 -,,,,,,,,2045,7490,2138,1021 -,,,,,,,,2046,8214,2346,1120 -,,,,,,,,2047,9521,2719,1298 -,,,,,,,,2048,10239,2925,1396 -,,,,,,,,2049,10321,2947,1407 -,,,,,,,,2050,10295,2940,1403 -,,,,,,,,2051,10266,2932,1399 -,,,,,,,,2052,10198,2912,1390 -,,,,,,,,2053,10051,2870,1370 -,,,,,,,,2054,9907,2830,1351 -,,,,,,,,2055,9697,2770,1322 -,,,,,,,,2056,9556,2729,1302 -,,,,,,,,2057,9541,2725,1301 -,,,,,,,,2058,9675,2763,1319 -,,,,,,,,2059,9821,2805,1339 -,,,,,,,,2060,10416,2975,1420 -,,,,,,,,2061,10368,2961,1414 -,,,,,,,,2062,9734,2780,1327 -,,,,,,,,2063,8802,2514,1200 -,,,,,,,,2064,7950,2270,1084 -,,,,,,,,2065,7419,2119,1011 -,,,,,,,,2066,7123,2034,971 -,,,,,,,,2067,6985,1995,952 -,,,,,,,,2068,6940,1982,946 -,,,,,,,,2069,7129,2036,972 -,,,,,,,,2070,7814,2232,1065 -,,,,,,,,2071,9102,2600,1241 -,,,,,,,,2072,9850,2813,1343 -,,,,,,,,2073,9991,2854,1362 -,,,,,,,,2074,10009,2859,1364 -,,,,,,,,2075,10071,2876,1373 -,,,,,,,,2076,10080,2879,1374 -,,,,,,,,2077,10032,2865,1368 -,,,,,,,,2078,10005,2857,1364 -,,,,,,,,2079,9815,2803,1338 -,,,,,,,,2080,9654,2757,1316 -,,,,,,,,2081,9677,2764,1319 -,,,,,,,,2082,9788,2795,1334 -,,,,,,,,2083,9896,2826,1349 -,,,,,,,,2084,10272,2934,1400 -,,,,,,,,2085,10092,2882,1376 -,,,,,,,,2086,9415,2689,1283 -,,,,,,,,2087,8440,2410,1151 -,,,,,,,,2088,7582,2165,1034 -,,,,,,,,2089,7018,2004,957 -,,,,,,,,2090,6727,1921,917 -,,,,,,,,2091,6581,1879,897 -,,,,,,,,2092,6556,1873,893 -,,,,,,,,2093,6753,1928,920 -,,,,,,,,2094,7428,2121,1013 -,,,,,,,,2095,8721,2491,1189 -,,,,,,,,2096,9477,2706,1292 -,,,,,,,,2097,9692,2768,1321 -,,,,,,,,2098,9838,2810,1341 -,,,,,,,,2099,9951,2842,1357 -,,,,,,,,2100,9968,2847,1359 -,,,,,,,,2101,9901,2828,1350 -,,,,,,,,2102,9852,2814,1343 -,,,,,,,,2103,9696,2769,1322 -,,,,,,,,2104,9638,2752,1314 -,,,,,,,,2105,9714,2775,1324 -,,,,,,,,2106,9890,2825,1348 -,,,,,,,,2107,10066,2875,1373 -,,,,,,,,2108,10410,2973,1419 -,,,,,,,,2109,10215,2917,1393 -,,,,,,,,2110,9560,2730,1303 -,,,,,,,,2111,8612,2459,1174 -,,,,,,,,2112,7785,2224,1061 -,,,,,,,,2113,7249,2070,988 -,,,,,,,,2114,6963,1989,949 -,,,,,,,,2115,6836,1953,932 -,,,,,,,,2116,6812,1945,929 -,,,,,,,,2117,7022,2005,957 -,,,,,,,,2118,7705,2201,1050 -,,,,,,,,2119,8921,2548,1216 -,,,,,,,,2120,9618,2747,1311 -,,,,,,,,2121,9746,2783,1328 -,,,,,,,,2122,9767,2790,1332 -,,,,,,,,2123,9788,2795,1334 -,,,,,,,,2124,9713,2774,1324 -,,,,,,,,2125,9546,2726,1302 -,,,,,,,,2126,9444,2697,1288 -,,,,,,,,2127,9255,2643,1262 -,,,,,,,,2128,9082,2594,1238 -,,,,,,,,2129,9013,2574,1229 -,,,,,,,,2130,9007,2572,1228 -,,,,,,,,2131,9062,2588,1236 -,,,,,,,,2132,9564,2731,1304 -,,,,,,,,2133,9562,2730,1303 -,,,,,,,,2134,9127,2607,1244 -,,,,,,,,2135,8436,2409,1150 -,,,,,,,,2136,7681,2193,1047 -,,,,,,,,2137,7087,2024,966 -,,,,,,,,2138,6762,1931,922 -,,,,,,,,2139,6596,1883,899 -,,,,,,,,2140,6546,1869,892 -,,,,,,,,2141,6599,1885,899 -,,,,,,,,2142,6846,1955,934 -,,,,,,,,2143,7298,2084,994 -,,,,,,,,2144,7929,2264,1081 -,,,,,,,,2145,8648,2469,1179 -,,,,,,,,2146,9085,2594,1238 -,,,,,,,,2147,9334,2665,1272 -,,,,,,,,2148,9377,2678,1278 -,,,,,,,,2149,9296,2655,1267 -,,,,,,,,2150,9083,2594,1238 -,,,,,,,,2151,8884,2537,1212 -,,,,,,,,2152,8759,2502,1194 -,,,,,,,,2153,8773,2505,1196 -,,,,,,,,2154,8886,2538,1212 -,,,,,,,,2155,8981,2564,1224 -,,,,,,,,2156,9364,2675,1277 -,,,,,,,,2157,9322,2662,1271 -,,,,,,,,2158,8950,2556,1220 -,,,,,,,,2159,8389,2396,1144 -,,,,,,,,2160,7741,2211,1055 -,,,,,,,,2161,7224,2063,984 -,,,,,,,,2162,6903,1971,941 -,,,,,,,,2163,6749,1928,920 -,,,,,,,,2164,6689,1910,912 -,,,,,,,,2165,6718,1918,916 -,,,,,,,,2166,6906,1973,941 -,,,,,,,,2167,7185,2052,979 -,,,,,,,,2168,7596,2169,1035 -,,,,,,,,2169,8115,2318,1106 -,,,,,,,,2170,8450,2414,1152 -,,,,,,,,2171,8577,2449,1169 -,,,,,,,,2172,8599,2455,1172 -,,,,,,,,2173,8594,2454,1171 -,,,,,,,,2174,8540,2439,1164 -,,,,,,,,2175,8484,2423,1156 -,,,,,,,,2176,8534,2437,1163 -,,,,,,,,2177,8782,2508,1197 -,,,,,,,,2178,9153,2614,1248 -,,,,,,,,2179,9422,2691,1284 -,,,,,,,,2180,9736,2780,1328 -,,,,,,,,2181,9489,2710,1293 -,,,,,,,,2182,8872,2534,1210 -,,,,,,,,2183,8082,2308,1101 -,,,,,,,,2184,7355,2100,1003 -,,,,,,,,2185,6876,1963,937 -,,,,,,,,2186,6614,1889,902 -,,,,,,,,2187,6517,1861,888 -,,,,,,,,2188,6532,1865,890 -,,,,,,,,2189,6766,1933,922 -,,,,,,,,2190,7523,2148,1025 -,,,,,,,,2191,8816,2518,1202 -,,,,,,,,2192,9589,2739,1308 -,,,,,,,,2193,9819,2805,1338 -,,,,,,,,2194,9916,2832,1352 -,,,,,,,,2195,9965,2846,1358 -,,,,,,,,2196,9892,2825,1348 -,,,,,,,,2197,9751,2785,1329 -,,,,,,,,2198,9647,2755,1315 -,,,,,,,,2199,9471,2704,1291 -,,,,,,,,2200,9332,2665,1272 -,,,,,,,,2201,9325,2663,1272 -,,,,,,,,2202,9458,2701,1289 -,,,,,,,,2203,9557,2730,1302 -,,,,,,,,2204,10085,2880,1375 -,,,,,,,,2205,10129,2893,1381 -,,,,,,,,2206,9521,2719,1298 -,,,,,,,,2207,8599,2455,1172 -,,,,,,,,2208,7736,2209,1055 -,,,,,,,,2209,7203,2057,982 -,,,,,,,,2210,6932,1979,945 -,,,,,,,,2211,6819,1948,929 -,,,,,,,,2212,6832,1951,931 -,,,,,,,,2213,7077,2021,964 -,,,,,,,,2214,7830,2236,1067 -,,,,,,,,2215,9084,2594,1238 -,,,,,,,,2216,9768,2790,1332 -,,,,,,,,2217,9830,2807,1340 -,,,,,,,,2218,9815,2803,1338 -,,,,,,,,2219,9799,2798,1336 -,,,,,,,,2220,9714,2774,1324 -,,,,,,,,2221,9585,2737,1307 -,,,,,,,,2222,9479,2707,1292 -,,,,,,,,2223,9337,2666,1273 -,,,,,,,,2224,9240,2639,1260 -,,,,,,,,2225,9233,2637,1259 -,,,,,,,,2226,9323,2662,1271 -,,,,,,,,2227,9414,2689,1283 -,,,,,,,,2228,9937,2838,1355 -,,,,,,,,2229,9994,2855,1363 -,,,,,,,,2230,9333,2665,1272 -,,,,,,,,2231,8389,2396,1144 -,,,,,,,,2232,7527,2149,1026 -,,,,,,,,2233,6960,1988,949 -,,,,,,,,2234,6679,1908,910 -,,,,,,,,2235,6534,1866,891 -,,,,,,,,2236,6513,1860,888 -,,,,,,,,2237,6704,1914,913 -,,,,,,,,2238,7411,2117,1010 -,,,,,,,,2239,8627,2464,1176 -,,,,,,,,2240,9314,2660,1270 -,,,,,,,,2241,9432,2694,1286 -,,,,,,,,2242,9460,2702,1290 -,,,,,,,,2243,9522,2720,1298 -,,,,,,,,2244,9523,2720,1298 -,,,,,,,,2245,9440,2696,1287 -,,,,,,,,2246,9418,2690,1284 -,,,,,,,,2247,9338,2667,1273 -,,,,,,,,2248,9238,2639,1259 -,,,,,,,,2249,9239,2639,1260 -,,,,,,,,2250,9325,2663,1272 -,,,,,,,,2251,9410,2687,1282 -,,,,,,,,2252,9863,2817,1345 -,,,,,,,,2253,9842,2810,1342 -,,,,,,,,2254,9200,2627,1254 -,,,,,,,,2255,8287,2366,1130 -,,,,,,,,2256,7424,2120,1012 -,,,,,,,,2257,6905,1972,941 -,,,,,,,,2258,6630,1893,903 -,,,,,,,,2259,6508,1858,887 -,,,,,,,,2260,6509,1858,887 -,,,,,,,,2261,6735,1923,919 -,,,,,,,,2262,7448,2127,1015 -,,,,,,,,2263,8697,2484,1186 -,,,,,,,,2264,9414,2689,1283 -,,,,,,,,2265,9560,2730,1303 -,,,,,,,,2266,9634,2751,1313 -,,,,,,,,2267,9685,2766,1320 -,,,,,,,,2268,9653,2757,1316 -,,,,,,,,2269,9554,2729,1302 -,,,,,,,,2270,9489,2710,1293 -,,,,,,,,2271,9323,2663,1271 -,,,,,,,,2272,9189,2625,1252 -,,,,,,,,2273,9160,2616,1249 -,,,,,,,,2274,9222,2634,1257 -,,,,,,,,2275,9281,2650,1265 -,,,,,,,,2276,9725,2777,1326 -,,,,,,,,2277,9827,2806,1340 -,,,,,,,,2278,9316,2660,1270 -,,,,,,,,2279,8468,2419,1155 -,,,,,,,,2280,7652,2185,1043 -,,,,,,,,2281,7106,2029,969 -,,,,,,,,2282,6821,1948,929 -,,,,,,,,2283,6690,1911,912 -,,,,,,,,2284,6683,1908,911 -,,,,,,,,2285,6860,1959,935 -,,,,,,,,2286,7437,2124,1014 -,,,,,,,,2287,8328,2379,1136 -,,,,,,,,2288,9012,2574,1229 -,,,,,,,,2289,9323,2663,1271 -,,,,,,,,2290,9474,2705,1292 -,,,,,,,,2291,9513,2717,1297 -,,,,,,,,2292,9423,2691,1285 -,,,,,,,,2293,9274,2649,1264 -,,,,,,,,2294,9140,2610,1246 -,,,,,,,,2295,8946,2555,1220 -,,,,,,,,2296,8784,2509,1197 -,,,,,,,,2297,8758,2501,1194 -,,,,,,,,2298,8814,2517,1202 -,,,,,,,,2299,8848,2527,1206 -,,,,,,,,2300,9241,2639,1260 -,,,,,,,,2301,9343,2668,1273 -,,,,,,,,2302,8918,2547,1216 -,,,,,,,,2303,8249,2356,1125 -,,,,,,,,2304,7548,2155,1029 -,,,,,,,,2305,7024,2006,958 -,,,,,,,,2306,6720,1919,916 -,,,,,,,,2307,6566,1875,895 -,,,,,,,,2308,6515,1860,888 -,,,,,,,,2309,6596,1884,899 -,,,,,,,,2310,6865,1960,936 -,,,,,,,,2311,7252,2071,989 -,,,,,,,,2312,7851,2243,1070 -,,,,,,,,2313,8444,2411,1151 -,,,,,,,,2314,8754,2500,1193 -,,,,,,,,2315,8824,2520,1203 -,,,,,,,,2316,8769,2504,1196 -,,,,,,,,2317,8634,2466,1177 -,,,,,,,,2318,8461,2416,1153 -,,,,,,,,2319,8302,2371,1131 -,,,,,,,,2320,8272,2363,1128 -,,,,,,,,2321,8425,2406,1149 -,,,,,,,,2322,8648,2469,1179 -,,,,,,,,2323,8817,2518,1202 -,,,,,,,,2324,9170,2619,1250 -,,,,,,,,2325,9161,2616,1249 -,,,,,,,,2326,8740,2496,1191 -,,,,,,,,2327,8107,2315,1106 -,,,,,,,,2328,7414,2117,1010 -,,,,,,,,2329,6845,1955,933 -,,,,,,,,2330,6515,1861,888 -,,,,,,,,2331,6319,1804,861 -,,,,,,,,2332,6247,1784,852 -,,,,,,,,2333,6279,1793,856 -,,,,,,,,2334,6458,1844,880 -,,,,,,,,2335,6766,1933,922 -,,,,,,,,2336,7333,2094,999 -,,,,,,,,2337,7978,2279,1088 -,,,,,,,,2338,8380,2394,1142 -,,,,,,,,2339,8520,2433,1161 -,,,,,,,,2340,8601,2456,1172 -,,,,,,,,2341,8527,2435,1162 -,,,,,,,,2342,8221,2348,1120 -,,,,,,,,2343,7912,2259,1079 -,,,,,,,,2344,7740,2210,1055 -,,,,,,,,2345,7701,2199,1050 -,,,,,,,,2346,7789,2224,1062 -,,,,,,,,2347,8001,2285,1090 -,,,,,,,,2348,8614,2460,1174 -,,,,,,,,2349,8920,2548,1216 -,,,,,,,,2350,8439,2409,1151 -,,,,,,,,2351,7707,2201,1050 -,,,,,,,,2352,7031,2008,959 -,,,,,,,,2353,6579,1879,897 -,,,,,,,,2354,6359,1816,867 -,,,,,,,,2355,6277,1793,856 -,,,,,,,,2356,6282,1794,856 -,,,,,,,,2357,6511,1859,888 -,,,,,,,,2358,7238,2067,987 -,,,,,,,,2359,8426,2406,1149 -,,,,,,,,2360,9225,2635,1257 -,,,,,,,,2361,9508,2715,1297 -,,,,,,,,2362,9628,2749,1312 -,,,,,,,,2363,9735,2780,1328 -,,,,,,,,2364,9736,2780,1328 -,,,,,,,,2365,9657,2758,1317 -,,,,,,,,2366,9585,2737,1307 -,,,,,,,,2367,9429,2693,1286 -,,,,,,,,2368,9322,2662,1271 -,,,,,,,,2369,9323,2663,1271 -,,,,,,,,2370,9432,2694,1286 -,,,,,,,,2371,9526,2720,1298 -,,,,,,,,2372,9928,2835,1353 -,,,,,,,,2373,9944,2840,1356 -,,,,,,,,2374,9255,2643,1262 -,,,,,,,,2375,8312,2374,1133 -,,,,,,,,2376,7435,2124,1014 -,,,,,,,,2377,6909,1973,942 -,,,,,,,,2378,6643,1898,906 -,,,,,,,,2379,6523,1863,889 -,,,,,,,,2380,6513,1860,888 -,,,,,,,,2381,6737,1924,919 -,,,,,,,,2382,7437,2124,1014 -,,,,,,,,2383,8592,2454,1171 -,,,,,,,,2384,9316,2660,1270 -,,,,,,,,2385,9460,2702,1290 -,,,,,,,,2386,9521,2719,1298 -,,,,,,,,2387,9583,2737,1307 -,,,,,,,,2388,9561,2730,1303 -,,,,,,,,2389,9503,2714,1296 -,,,,,,,,2390,9480,2707,1292 -,,,,,,,,2391,9352,2670,1275 -,,,,,,,,2392,9242,2639,1260 -,,,,,,,,2393,9257,2644,1262 -,,,,,,,,2394,9331,2665,1272 -,,,,,,,,2395,9395,2683,1281 -,,,,,,,,2396,9811,2802,1338 -,,,,,,,,2397,9848,2813,1343 -,,,,,,,,2398,9175,2620,1251 -,,,,,,,,2399,8230,2350,1122 -,,,,,,,,2400,7377,2107,1005 -,,,,,,,,2401,6850,1957,934 -,,,,,,,,2402,6579,1878,897 -,,,,,,,,2403,6458,1844,880 -,,,,,,,,2404,6458,1844,880 -,,,,,,,,2405,6673,1906,909 -,,,,,,,,2406,7373,2105,1005 -,,,,,,,,2407,8541,2439,1165 -,,,,,,,,2408,9323,2663,1271 -,,,,,,,,2409,9519,2719,1298 -,,,,,,,,2410,9553,2728,1302 -,,,,,,,,2411,9598,2741,1308 -,,,,,,,,2412,9572,2734,1305 -,,,,,,,,2413,9477,2706,1292 -,,,,,,,,2414,9433,2694,1286 -,,,,,,,,2415,9322,2662,1271 -,,,,,,,,2416,9225,2635,1257 -,,,,,,,,2417,9248,2641,1261 -,,,,,,,,2418,9347,2670,1274 -,,,,,,,,2419,9442,2696,1288 -,,,,,,,,2420,9864,2817,1345 -,,,,,,,,2421,9863,2817,1345 -,,,,,,,,2422,9208,2629,1256 -,,,,,,,,2423,8287,2367,1130 -,,,,,,,,2424,7446,2126,1015 -,,,,,,,,2425,6898,1970,940 -,,,,,,,,2426,6610,1888,901 -,,,,,,,,2427,6479,1850,883 -,,,,,,,,2428,6475,1849,883 -,,,,,,,,2429,6676,1907,910 -,,,,,,,,2430,7384,2109,1006 -,,,,,,,,2431,8535,2438,1163 -,,,,,,,,2432,9278,2649,1265 -,,,,,,,,2433,9466,2704,1291 -,,,,,,,,2434,9522,2720,1298 -,,,,,,,,2435,9555,2729,1302 -,,,,,,,,2436,9563,2731,1303 -,,,,,,,,2437,9526,2720,1298 -,,,,,,,,2438,9515,2717,1298 -,,,,,,,,2439,9401,2684,1282 -,,,,,,,,2440,9313,2659,1270 -,,,,,,,,2441,9341,2668,1273 -,,,,,,,,2442,9451,2699,1288 -,,,,,,,,2443,9480,2707,1292 -,,,,,,,,2444,9823,2805,1339 -,,,,,,,,2445,9873,2820,1346 -,,,,,,,,2446,9273,2648,1264 -,,,,,,,,2447,8381,2394,1142 -,,,,,,,,2448,7528,2149,1026 -,,,,,,,,2449,6991,1997,953 -,,,,,,,,2450,6724,1920,917 -,,,,,,,,2451,6596,1883,899 -,,,,,,,,2452,6596,1884,899 -,,,,,,,,2453,6801,1943,927 -,,,,,,,,2454,7481,2136,1020 -,,,,,,,,2455,8587,2452,1171 -,,,,,,,,2456,9306,2658,1268 -,,,,,,,,2457,9447,2698,1288 -,,,,,,,,2458,9497,2712,1295 -,,,,,,,,2459,9541,2725,1301 -,,,,,,,,2460,9480,2707,1292 -,,,,,,,,2461,9372,2676,1277 -,,,,,,,,2462,9309,2659,1269 -,,,,,,,,2463,9166,2618,1250 -,,,,,,,,2464,9001,2571,1227 -,,,,,,,,2465,8930,2550,1217 -,,,,,,,,2466,8879,2536,1211 -,,,,,,,,2467,8805,2514,1201 -,,,,,,,,2468,9104,2600,1242 -,,,,,,,,2469,9280,2650,1265 -,,,,,,,,2470,8797,2513,1199 -,,,,,,,,2471,8077,2307,1101 -,,,,,,,,2472,7300,2085,995 -,,,,,,,,2473,6755,1929,921 -,,,,,,,,2474,6437,1838,878 -,,,,,,,,2475,6256,1787,853 -,,,,,,,,2476,6218,1776,848 -,,,,,,,,2477,6288,1796,857 -,,,,,,,,2478,6558,1873,894 -,,,,,,,,2479,6904,1972,941 -,,,,,,,,2480,7527,2149,1026 -,,,,,,,,2481,8079,2307,1101 -,,,,,,,,2482,8418,2404,1147 -,,,,,,,,2483,8551,2442,1166 -,,,,,,,,2484,8516,2432,1161 -,,,,,,,,2485,8391,2396,1144 -,,,,,,,,2486,8236,2352,1123 -,,,,,,,,2487,8100,2314,1105 -,,,,,,,,2488,8053,2300,1098 -,,,,,,,,2489,8086,2309,1102 -,,,,,,,,2490,8187,2338,1116 -,,,,,,,,2491,8236,2352,1123 -,,,,,,,,2492,8553,2443,1166 -,,,,,,,,2493,8701,2484,1186 -,,,,,,,,2494,8272,2363,1128 -,,,,,,,,2495,7634,2180,1040 -,,,,,,,,2496,6991,1997,953 -,,,,,,,,2497,6480,1850,883 -,,,,,,,,2498,6158,1758,839 -,,,,,,,,2499,5969,1705,813 -,,,,,,,,2500,5896,1683,803 -,,,,,,,,2501,5909,1688,805 -,,,,,,,,2502,6047,1727,824 -,,,,,,,,2503,6242,1783,851 -,,,,,,,,2504,6709,1916,914 -,,,,,,,,2505,7350,2099,1002 -,,,,,,,,2506,7840,2239,1069 -,,,,,,,,2507,8098,2313,1104 -,,,,,,,,2508,8243,2354,1124 -,,,,,,,,2509,8274,2363,1128 -,,,,,,,,2510,8213,2345,1120 -,,,,,,,,2511,8162,2331,1113 -,,,,,,,,2512,8179,2336,1115 -,,,,,,,,2513,8311,2374,1133 -,,,,,,,,2514,8505,2429,1160 -,,,,,,,,2515,8581,2450,1170 -,,,,,,,,2516,8893,2539,1212 -,,,,,,,,2517,9031,2580,1232 -,,,,,,,,2518,8517,2432,1161 -,,,,,,,,2519,7798,2227,1063 -,,,,,,,,2520,7111,2031,969 -,,,,,,,,2521,6608,1888,901 -,,,,,,,,2522,6319,1804,861 -,,,,,,,,2523,6171,1763,841 -,,,,,,,,2524,6140,1753,837 -,,,,,,,,2525,6304,1800,859 -,,,,,,,,2526,6864,1960,936 -,,,,,,,,2527,7669,2190,1045 -,,,,,,,,2528,8552,2442,1166 -,,,,,,,,2529,9208,2629,1255 -,,,,,,,,2530,9678,2764,1319 -,,,,,,,,2531,10054,2871,1371 -,,,,,,,,2532,10306,2943,1405 -,,,,,,,,2533,10463,2988,1427 -,,,,,,,,2534,10571,3019,1441 -,,,,,,,,2535,10601,3028,1445 -,,,,,,,,2536,10595,3025,1444 -,,,,,,,,2537,10578,3021,1442 -,,,,,,,,2538,10493,2996,1430 -,,,,,,,,2539,10297,2940,1403 -,,,,,,,,2540,10362,2960,1413 -,,,,,,,,2541,10475,2991,1428 -,,,,,,,,2542,9742,2782,1328 -,,,,,,,,2543,8736,2495,1191 -,,,,,,,,2544,7797,2227,1063 -,,,,,,,,2545,7146,2041,974 -,,,,,,,,2546,6771,1933,923 -,,,,,,,,2547,6542,1868,892 -,,,,,,,,2548,6446,1841,878 -,,,,,,,,2549,6587,1881,898 -,,,,,,,,2550,7134,2038,973 -,,,,,,,,2551,7988,2281,1089 -,,,,,,,,2552,8934,2552,1218 -,,,,,,,,2553,9489,2710,1293 -,,,,,,,,2554,9825,2806,1339 -,,,,,,,,2555,10073,2877,1373 -,,,,,,,,2556,10198,2913,1390 -,,,,,,,,2557,10251,2928,1398 -,,,,,,,,2558,10355,2957,1412 -,,,,,,,,2559,10366,2960,1414 -,,,,,,,,2560,10344,2955,1410 -,,,,,,,,2561,10320,2947,1407 -,,,,,,,,2562,10229,2921,1394 -,,,,,,,,2563,9971,2848,1359 -,,,,,,,,2564,10006,2858,1364 -,,,,,,,,2565,10099,2884,1377 -,,,,,,,,2566,9367,2675,1277 -,,,,,,,,2567,8375,2392,1141 -,,,,,,,,2568,7490,2139,1021 -,,,,,,,,2569,6852,1957,934 -,,,,,,,,2570,6487,1853,884 -,,,,,,,,2571,6289,1796,858 -,,,,,,,,2572,6208,1773,846 -,,,,,,,,2573,6345,1812,865 -,,,,,,,,2574,6882,1966,938 -,,,,,,,,2575,7683,2194,1047 -,,,,,,,,2576,8510,2430,1160 -,,,,,,,,2577,8923,2549,1216 -,,,,,,,,2578,9152,2614,1247 -,,,,,,,,2579,9329,2665,1272 -,,,,,,,,2580,9411,2688,1283 -,,,,,,,,2581,9385,2680,1279 -,,,,,,,,2582,9389,2681,1280 -,,,,,,,,2583,9300,2656,1268 -,,,,,,,,2584,9163,2617,1249 -,,,,,,,,2585,9136,2610,1246 -,,,,,,,,2586,9176,2620,1251 -,,,,,,,,2587,9180,2622,1252 -,,,,,,,,2588,9428,2693,1285 -,,,,,,,,2589,9490,2710,1294 -,,,,,,,,2590,8880,2536,1211 -,,,,,,,,2591,8025,2292,1094 -,,,,,,,,2592,7210,2059,983 -,,,,,,,,2593,6671,1905,909 -,,,,,,,,2594,6372,1819,868 -,,,,,,,,2595,6204,1772,846 -,,,,,,,,2596,6173,1763,842 -,,,,,,,,2597,6352,1814,866 -,,,,,,,,2598,6918,1976,943 -,,,,,,,,2599,7804,2229,1064 -,,,,,,,,2600,8620,2462,1175 -,,,,,,,,2601,8997,2569,1226 -,,,,,,,,2602,9231,2636,1258 -,,,,,,,,2603,9413,2689,1283 -,,,,,,,,2604,9495,2711,1294 -,,,,,,,,2605,9478,2707,1292 -,,,,,,,,2606,9481,2708,1292 -,,,,,,,,2607,9413,2689,1283 -,,,,,,,,2608,9334,2666,1272 -,,,,,,,,2609,9320,2662,1271 -,,,,,,,,2610,9286,2652,1266 -,,,,,,,,2611,9175,2620,1251 -,,,,,,,,2612,9350,2670,1275 -,,,,,,,,2613,9569,2733,1304 -,,,,,,,,2614,8983,2565,1225 -,,,,,,,,2615,8108,2315,1106 -,,,,,,,,2616,7267,2075,990 -,,,,,,,,2617,6718,1918,916 -,,,,,,,,2618,6418,1833,875 -,,,,,,,,2619,6266,1789,854 -,,,,,,,,2620,6202,1771,845 -,,,,,,,,2621,6357,1816,867 -,,,,,,,,2622,6865,1961,936 -,,,,,,,,2623,7671,2191,1045 -,,,,,,,,2624,8476,2420,1156 -,,,,,,,,2625,8954,2557,1221 -,,,,,,,,2626,9292,2654,1267 -,,,,,,,,2627,9542,2725,1301 -,,,,,,,,2628,9660,2759,1317 -,,,,,,,,2629,9654,2757,1316 -,,,,,,,,2630,9664,2760,1318 -,,,,,,,,2631,9581,2736,1306 -,,,,,,,,2632,9465,2703,1290 -,,,,,,,,2633,9382,2680,1279 -,,,,,,,,2634,9251,2642,1261 -,,,,,,,,2635,9025,2578,1231 -,,,,,,,,2636,9124,2606,1244 -,,,,,,,,2637,9270,2648,1264 -,,,,,,,,2638,8744,2497,1192 -,,,,,,,,2639,8003,2285,1091 -,,,,,,,,2640,7237,2067,986 -,,,,,,,,2641,6672,1905,909 -,,,,,,,,2642,6341,1811,864 -,,,,,,,,2643,6150,1757,838 -,,,,,,,,2644,6065,1732,827 -,,,,,,,,2645,6112,1746,833 -,,,,,,,,2646,6317,1804,861 -,,,,,,,,2647,6622,1891,903 -,,,,,,,,2648,7218,2061,984 -,,,,,,,,2649,7883,2251,1075 -,,,,,,,,2650,8360,2388,1140 -,,,,,,,,2651,8615,2460,1175 -,,,,,,,,2652,8701,2484,1186 -,,,,,,,,2653,8697,2484,1186 -,,,,,,,,2654,8640,2467,1178 -,,,,,,,,2655,8583,2451,1170 -,,,,,,,,2656,8570,2448,1168 -,,,,,,,,2657,8630,2464,1176 -,,,,,,,,2658,8717,2490,1188 -,,,,,,,,2659,8680,2479,1183 -,,,,,,,,2660,8838,2525,1205 -,,,,,,,,2661,9013,2574,1229 -,,,,,,,,2662,8561,2445,1167 -,,,,,,,,2663,7906,2258,1078 -,,,,,,,,2664,7234,2066,986 -,,,,,,,,2665,6682,1908,911 -,,,,,,,,2666,6348,1813,865 -,,,,,,,,2667,6133,1752,836 -,,,,,,,,2668,6022,1720,821 -,,,,,,,,2669,6017,1718,820 -,,,,,,,,2670,6125,1749,835 -,,,,,,,,2671,6275,1792,855 -,,,,,,,,2672,6726,1921,917 -,,,,,,,,2673,7349,2099,1002 -,,,,,,,,2674,7889,2253,1075 -,,,,,,,,2675,8223,2349,1120 -,,,,,,,,2676,8446,2412,1151 -,,,,,,,,2677,8560,2444,1167 -,,,,,,,,2678,8565,2446,1167 -,,,,,,,,2679,8530,2436,1163 -,,,,,,,,2680,8569,2447,1168 -,,,,,,,,2681,8750,2499,1193 -,,,,,,,,2682,8957,2558,1221 -,,,,,,,,2683,9117,2604,1243 -,,,,,,,,2684,9243,2639,1260 -,,,,,,,,2685,9100,2599,1241 -,,,,,,,,2686,8489,2424,1157 -,,,,,,,,2687,7756,2215,1057 -,,,,,,,,2688,7072,2019,964 -,,,,,,,,2689,6626,1893,903 -,,,,,,,,2690,6392,1825,871 -,,,,,,,,2691,6286,1795,857 -,,,,,,,,2692,6264,1789,853 -,,,,,,,,2693,6445,1840,878 -,,,,,,,,2694,7127,2035,971 -,,,,,,,,2695,8305,2372,1132 -,,,,,,,,2696,9197,2626,1254 -,,,,,,,,2697,9568,2733,1304 -,,,,,,,,2698,9755,2786,1330 -,,,,,,,,2699,9891,2825,1348 -,,,,,,,,2700,9947,2841,1356 -,,,,,,,,2701,9884,2823,1348 -,,,,,,,,2702,9840,2810,1342 -,,,,,,,,2703,9705,2771,1323 -,,,,,,,,2704,9597,2740,1308 -,,,,,,,,2705,9638,2753,1314 -,,,,,,,,2706,9752,2785,1329 -,,,,,,,,2707,9732,2780,1327 -,,,,,,,,2708,9838,2810,1341 -,,,,,,,,2709,9811,2802,1338 -,,,,,,,,2710,9119,2604,1243 -,,,,,,,,2711,8183,2337,1116 -,,,,,,,,2712,7329,2093,999 -,,,,,,,,2713,6780,1936,924 -,,,,,,,,2714,6519,1862,888 -,,,,,,,,2715,6377,1821,869 -,,,,,,,,2716,6350,1813,866 -,,,,,,,,2717,6542,1868,892 -,,,,,,,,2718,7181,2051,979 -,,,,,,,,2719,8243,2354,1124 -,,,,,,,,2720,9045,2583,1233 -,,,,,,,,2721,9303,2657,1268 -,,,,,,,,2722,9450,2699,1288 -,,,,,,,,2723,9554,2729,1302 -,,,,,,,,2724,9546,2726,1302 -,,,,,,,,2725,9473,2705,1292 -,,,,,,,,2726,9439,2695,1287 -,,,,,,,,2727,9335,2666,1272 -,,,,,,,,2728,9235,2638,1259 -,,,,,,,,2729,9250,2642,1261 -,,,,,,,,2730,9308,2658,1269 -,,,,,,,,2731,9325,2663,1272 -,,,,,,,,2732,9589,2739,1308 -,,,,,,,,2733,9834,2809,1341 -,,,,,,,,2734,9223,2634,1257 -,,,,,,,,2735,8266,2360,1127 -,,,,,,,,2736,7403,2114,1010 -,,,,,,,,2737,6846,1955,934 -,,,,,,,,2738,6563,1874,894 -,,,,,,,,2739,6434,1838,877 -,,,,,,,,2740,6396,1827,872 -,,,,,,,,2741,6607,1887,901 -,,,,,,,,2742,7258,2073,989 -,,,,,,,,2743,8321,2376,1135 -,,,,,,,,2744,9055,2586,1235 -,,,,,,,,2745,9248,2641,1261 -,,,,,,,,2746,9365,2675,1277 -,,,,,,,,2747,9445,2697,1288 -,,,,,,,,2748,9476,2706,1292 -,,,,,,,,2749,9431,2693,1286 -,,,,,,,,2750,9411,2688,1283 -,,,,,,,,2751,9284,2651,1266 -,,,,,,,,2752,9200,2627,1254 -,,,,,,,,2753,9217,2632,1257 -,,,,,,,,2754,9275,2649,1265 -,,,,,,,,2755,9314,2659,1270 -,,,,,,,,2756,9529,2721,1299 -,,,,,,,,2757,9704,2771,1322 -,,,,,,,,2758,9135,2609,1246 -,,,,,,,,2759,8240,2354,1123 -,,,,,,,,2760,7404,2114,1010 -,,,,,,,,2761,6841,1953,933 -,,,,,,,,2762,6546,1869,893 -,,,,,,,,2763,6427,1835,876 -,,,,,,,,2764,6427,1835,876 -,,,,,,,,2765,6632,1894,904 -,,,,,,,,2766,7306,2087,996 -,,,,,,,,2767,8374,2392,1141 -,,,,,,,,2768,9114,2603,1242 -,,,,,,,,2769,9313,2659,1270 -,,,,,,,,2770,9396,2684,1281 -,,,,,,,,2771,9470,2704,1291 -,,,,,,,,2772,9511,2716,1297 -,,,,,,,,2773,9475,2706,1292 -,,,,,,,,2774,9481,2708,1292 -,,,,,,,,2775,9380,2679,1279 -,,,,,,,,2776,9301,2656,1268 -,,,,,,,,2777,9388,2681,1280 -,,,,,,,,2778,9586,2738,1307 -,,,,,,,,2779,9647,2755,1315 -,,,,,,,,2780,9786,2795,1334 -,,,,,,,,2781,9784,2794,1334 -,,,,,,,,2782,9146,2612,1247 -,,,,,,,,2783,8222,2348,1120 -,,,,,,,,2784,7374,2106,1005 -,,,,,,,,2785,6808,1944,928 -,,,,,,,,2786,6500,1856,886 -,,,,,,,,2787,6337,1810,863 -,,,,,,,,2788,6299,1798,858 -,,,,,,,,2789,6456,1843,880 -,,,,,,,,2790,7064,2018,963 -,,,,,,,,2791,8119,2319,1106 -,,,,,,,,2792,8944,2555,1219 -,,,,,,,,2793,9257,2644,1262 -,,,,,,,,2794,9407,2687,1282 -,,,,,,,,2795,9502,2714,1296 -,,,,,,,,2796,9483,2708,1292 -,,,,,,,,2797,9385,2680,1279 -,,,,,,,,2798,9325,2663,1272 -,,,,,,,,2799,9177,2621,1251 -,,,,,,,,2800,9030,2579,1231 -,,,,,,,,2801,8992,2568,1226 -,,,,,,,,2802,8973,2563,1223 -,,,,,,,,2803,8944,2555,1219 -,,,,,,,,2804,9191,2625,1253 -,,,,,,,,2805,9489,2710,1293 -,,,,,,,,2806,9078,2593,1237 -,,,,,,,,2807,8354,2386,1139 -,,,,,,,,2808,7594,2169,1035 -,,,,,,,,2809,7027,2007,958 -,,,,,,,,2810,6707,1915,914 -,,,,,,,,2811,6558,1873,894 -,,,,,,,,2812,6503,1857,886 -,,,,,,,,2813,6590,1883,899 -,,,,,,,,2814,6823,1948,930 -,,,,,,,,2815,7156,2044,975 -,,,,,,,,2816,7814,2232,1065 -,,,,,,,,2817,8360,2388,1140 -,,,,,,,,2818,8647,2469,1179 -,,,,,,,,2819,8695,2483,1186 -,,,,,,,,2820,8627,2464,1176 -,,,,,,,,2821,8476,2420,1156 -,,,,,,,,2822,8298,2369,1131 -,,,,,,,,2823,8138,2324,1110 -,,,,,,,,2824,8042,2297,1096 -,,,,,,,,2825,8087,2309,1102 -,,,,,,,,2826,8203,2343,1118 -,,,,,,,,2827,8278,2364,1129 -,,,,,,,,2828,8497,2427,1158 -,,,,,,,,2829,8824,2520,1203 -,,,,,,,,2830,8473,2419,1155 -,,,,,,,,2831,7862,2245,1072 -,,,,,,,,2832,7216,2061,984 -,,,,,,,,2833,6678,1908,910 -,,,,,,,,2834,6379,1822,869 -,,,,,,,,2835,6231,1779,849 -,,,,,,,,2836,6183,1766,843 -,,,,,,,,2837,6226,1778,848 -,,,,,,,,2838,6358,1816,867 -,,,,,,,,2839,6566,1875,895 -,,,,,,,,2840,7057,2015,962 -,,,,,,,,2841,7611,2174,1037 -,,,,,,,,2842,8009,2287,1092 -,,,,,,,,2843,8176,2335,1115 -,,,,,,,,2844,8248,2355,1125 -,,,,,,,,2845,8210,2344,1119 -,,,,,,,,2846,8101,2314,1105 -,,,,,,,,2847,7983,2280,1088 -,,,,,,,,2848,7964,2274,1085 -,,,,,,,,2849,8083,2309,1102 -,,,,,,,,2850,8309,2373,1133 -,,,,,,,,2851,8451,2414,1152 -,,,,,,,,2852,8721,2491,1189 -,,,,,,,,2853,9116,2604,1242 -,,,,,,,,2854,8590,2453,1171 -,,,,,,,,2855,7786,2224,1061 -,,,,,,,,2856,7052,2014,961 -,,,,,,,,2857,6583,1880,898 -,,,,,,,,2858,6346,1813,865 -,,,,,,,,2859,6259,1788,853 -,,,,,,,,2860,6291,1797,858 -,,,,,,,,2861,6536,1867,891 -,,,,,,,,2862,7230,2065,985 -,,,,,,,,2863,8393,2397,1144 -,,,,,,,,2864,9173,2620,1251 -,,,,,,,,2865,9327,2664,1272 -,,,,,,,,2866,9413,2689,1283 -,,,,,,,,2867,9479,2707,1292 -,,,,,,,,2868,9472,2705,1292 -,,,,,,,,2869,9405,2686,1282 -,,,,,,,,2870,9386,2680,1280 -,,,,,,,,2871,9285,2651,1266 -,,,,,,,,2872,9188,2625,1252 -,,,,,,,,2873,9181,2622,1252 -,,,,,,,,2874,9244,2640,1260 -,,,,,,,,2875,9319,2661,1271 -,,,,,,,,2876,9578,2735,1306 -,,,,,,,,2877,9769,2790,1332 -,,,,,,,,2878,9077,2592,1237 -,,,,,,,,2879,8118,2319,1106 -,,,,,,,,2880,7258,2073,989 -,,,,,,,,2881,6709,1916,914 -,,,,,,,,2882,6451,1843,879 -,,,,,,,,2883,6313,1803,860 -,,,,,,,,2884,6280,1793,856 -,,,,,,,,2885,6440,1839,878 -,,,,,,,,2886,7103,2028,968 -,,,,,,,,2887,8260,2359,1126 -,,,,,,,,2888,9180,2622,1252 -,,,,,,,,2889,9544,2725,1301 -,,,,,,,,2890,9773,2791,1332 -,,,,,,,,2891,9907,2830,1351 -,,,,,,,,2892,10041,2868,1369 -,,,,,,,,2893,10019,2861,1366 -,,,,,,,,2894,9939,2839,1355 -,,,,,,,,2895,9828,2807,1340 -,,,,,,,,2896,9744,2783,1328 -,,,,,,,,2897,9809,2801,1338 -,,,,,,,,2898,9948,2841,1356 -,,,,,,,,2899,9948,2841,1356 -,,,,,,,,2900,10011,2859,1365 -,,,,,,,,2901,10004,2857,1364 -,,,,,,,,2902,9333,2665,1272 -,,,,,,,,2903,8343,2383,1137 -,,,,,,,,2904,7472,2134,1019 -,,,,,,,,2905,6901,1971,941 -,,,,,,,,2906,6596,1884,899 -,,,,,,,,2907,6443,1840,878 -,,,,,,,,2908,6407,1830,873 -,,,,,,,,2909,6579,1878,897 -,,,,,,,,2910,7221,2063,984 -,,,,,,,,2911,8370,2390,1141 -,,,,,,,,2912,9232,2636,1258 -,,,,,,,,2913,9484,2709,1292 -,,,,,,,,2914,9630,2750,1312 -,,,,,,,,2915,9749,2784,1329 -,,,,,,,,2916,9754,2785,1330 -,,,,,,,,2917,9685,2765,1320 -,,,,,,,,2918,9652,2756,1316 -,,,,,,,,2919,9539,2725,1301 -,,,,,,,,2920,9443,2697,1288 -,,,,,,,,2921,9476,2706,1292 -,,,,,,,,2922,9590,2739,1308 -,,,,,,,,2923,9674,2763,1319 -,,,,,,,,2924,9848,2812,1343 -,,,,,,,,2925,9917,2832,1352 -,,,,,,,,2926,9286,2652,1266 -,,,,,,,,2927,8311,2374,1133 -,,,,,,,,2928,7439,2124,1014 -,,,,,,,,2929,6861,1959,935 -,,,,,,,,2930,6565,1874,895 -,,,,,,,,2931,6405,1829,873 -,,,,,,,,2932,6366,1818,868 -,,,,,,,,2933,6544,1869,892 -,,,,,,,,2934,7180,2051,979 -,,,,,,,,2935,8344,2383,1137 -,,,,,,,,2936,9230,2636,1258 -,,,,,,,,2937,9513,2717,1297 -,,,,,,,,2938,9662,2760,1318 -,,,,,,,,2939,9776,2792,1332 -,,,,,,,,2940,9809,2801,1338 -,,,,,,,,2941,9733,2780,1327 -,,,,,,,,2942,9711,2773,1324 -,,,,,,,,2943,9570,2733,1305 -,,,,,,,,2944,9474,2705,1292 -,,,,,,,,2945,9521,2719,1298 -,,,,,,,,2946,9626,2749,1312 -,,,,,,,,2947,9664,2760,1318 -,,,,,,,,2948,9815,2803,1338 -,,,,,,,,2949,9884,2823,1348 -,,,,,,,,2950,9262,2645,1262 -,,,,,,,,2951,8295,2369,1130 -,,,,,,,,2952,7414,2117,1010 -,,,,,,,,2953,6838,1953,932 -,,,,,,,,2954,6519,1862,888 -,,,,,,,,2955,6355,1815,866 -,,,,,,,,2956,6311,1803,860 -,,,,,,,,2957,6470,1848,882 -,,,,,,,,2958,7079,2022,965 -,,,,,,,,2959,8216,2346,1120 -,,,,,,,,2960,9099,2599,1241 -,,,,,,,,2961,9462,2702,1290 -,,,,,,,,2962,9642,2754,1314 -,,,,,,,,2963,9815,2803,1338 -,,,,,,,,2964,9838,2810,1341 -,,,,,,,,2965,9781,2793,1333 -,,,,,,,,2966,9747,2784,1328 -,,,,,,,,2967,9601,2742,1309 -,,,,,,,,2968,9472,2705,1292 -,,,,,,,,2969,9462,2702,1290 -,,,,,,,,2970,9435,2694,1287 -,,,,,,,,2971,9349,2670,1274 -,,,,,,,,2972,9360,2673,1276 -,,,,,,,,2973,9471,2704,1291 -,,,,,,,,2974,8998,2569,1226 -,,,,,,,,2975,8240,2354,1123 -,,,,,,,,2976,7445,2126,1014 -,,,,,,,,2977,6810,1945,929 -,,,,,,,,2978,6460,1844,880 -,,,,,,,,2979,6244,1783,851 -,,,,,,,,2980,6146,1755,838 -,,,,,,,,2981,6178,1764,842 -,,,,,,,,2982,6377,1821,869 -,,,,,,,,2983,6749,1928,920 -,,,,,,,,2984,7402,2114,1009 -,,,,,,,,2985,8089,2310,1103 -,,,,,,,,2986,8534,2437,1163 -,,,,,,,,2987,8730,2494,1190 -,,,,,,,,2988,8769,2504,1196 -,,,,,,,,2989,8682,2479,1184 -,,,,,,,,2990,8539,2439,1164 -,,,,,,,,2991,8400,2399,1146 -,,,,,,,,2992,8305,2372,1132 -,,,,,,,,2993,8298,2369,1131 -,,,,,,,,2994,8349,2384,1138 -,,,,,,,,2995,8331,2379,1136 -,,,,,,,,2996,8426,2406,1149 -,,,,,,,,2997,8744,2497,1192 -,,,,,,,,2998,8420,2404,1148 -,,,,,,,,2999,7804,2229,1064 -,,,,,,,,3000,7145,2040,974 -,,,,,,,,3001,6616,1889,902 -,,,,,,,,3002,6285,1795,857 -,,,,,,,,3003,6090,1739,830 -,,,,,,,,3004,5995,1712,817 -,,,,,,,,3005,5996,1713,817 -,,,,,,,,3006,6081,1737,829 -,,,,,,,,3007,6265,1789,854 -,,,,,,,,3008,6773,1934,923 -,,,,,,,,3009,7392,2111,1008 -,,,,,,,,3010,7861,2245,1071 -,,,,,,,,3011,8108,2315,1106 -,,,,,,,,3012,8206,2344,1119 -,,,,,,,,3013,8208,2344,1119 -,,,,,,,,3014,8126,2321,1108 -,,,,,,,,3015,8015,2289,1093 -,,,,,,,,3016,7992,2283,1090 -,,,,,,,,3017,8112,2317,1106 -,,,,,,,,3018,8327,2378,1136 -,,,,,,,,3019,8459,2416,1153 -,,,,,,,,3020,8642,2468,1178 -,,,,,,,,3021,9067,2590,1236 -,,,,,,,,3022,8566,2446,1168 -,,,,,,,,3023,7760,2216,1058 -,,,,,,,,3024,7002,1999,954 -,,,,,,,,3025,6463,1846,881 -,,,,,,,,3026,6193,1768,844 -,,,,,,,,3027,6076,1735,828 -,,,,,,,,3028,6057,1730,826 -,,,,,,,,3029,6268,1790,854 -,,,,,,,,3030,6857,1958,934 -,,,,,,,,3031,7994,2283,1090 -,,,,,,,,3032,8871,2534,1210 -,,,,,,,,3033,9169,2619,1250 -,,,,,,,,3034,9360,2673,1276 -,,,,,,,,3035,9545,2726,1302 -,,,,,,,,3036,9628,2749,1312 -,,,,,,,,3037,9623,2748,1312 -,,,,,,,,3038,9645,2755,1315 -,,,,,,,,3039,9563,2731,1303 -,,,,,,,,3040,9453,2700,1288 -,,,,,,,,3041,9409,2687,1282 -,,,,,,,,3042,9370,2676,1277 -,,,,,,,,3043,9301,2656,1268 -,,,,,,,,3044,9451,2699,1288 -,,,,,,,,3045,9724,2777,1326 -,,,,,,,,3046,9095,2597,1240 -,,,,,,,,3047,8107,2315,1106 -,,,,,,,,3048,7211,2059,983 -,,,,,,,,3049,6643,1897,905 -,,,,,,,,3050,6345,1812,865 -,,,,,,,,3051,6185,1767,843 -,,,,,,,,3052,6141,1754,837 -,,,,,,,,3053,6317,1804,861 -,,,,,,,,3054,6914,1974,943 -,,,,,,,,3055,8053,2300,1098 -,,,,,,,,3056,8980,2564,1224 -,,,,,,,,3057,9314,2659,1270 -,,,,,,,,3058,9508,2715,1296 -,,,,,,,,3059,9683,2765,1320 -,,,,,,,,3060,9738,2781,1328 -,,,,,,,,3061,9681,2765,1320 -,,,,,,,,3062,9696,2769,1322 -,,,,,,,,3063,9605,2743,1309 -,,,,,,,,3064,9555,2729,1302 -,,,,,,,,3065,9662,2760,1318 -,,,,,,,,3066,9823,2805,1339 -,,,,,,,,3067,9815,2803,1338 -,,,,,,,,3068,9866,2818,1345 -,,,,,,,,3069,9832,2808,1341 -,,,,,,,,3070,9155,2614,1248 -,,,,,,,,3071,8208,2344,1119 -,,,,,,,,3072,7342,2097,1001 -,,,,,,,,3073,6759,1930,921 -,,,,,,,,3074,6459,1844,880 -,,,,,,,,3075,6300,1799,858 -,,,,,,,,3076,6254,1786,853 -,,,,,,,,3077,6423,1834,875 -,,,,,,,,3078,7054,2014,962 -,,,,,,,,3079,8227,2349,1121 -,,,,,,,,3080,9197,2626,1254 -,,,,,,,,3081,9553,2728,1302 -,,,,,,,,3082,9767,2790,1332 -,,,,,,,,3083,9941,2840,1355 -,,,,,,,,3084,10013,2860,1365 -,,,,,,,,3085,9977,2850,1360 -,,,,,,,,3086,9971,2848,1359 -,,,,,,,,3087,9859,2815,1344 -,,,,,,,,3088,9795,2797,1335 -,,,,,,,,3089,9864,2817,1345 -,,,,,,,,3090,9949,2841,1357 -,,,,,,,,3091,9895,2826,1349 -,,,,,,,,3092,9935,2837,1354 -,,,,,,,,3093,9918,2832,1353 -,,,,,,,,3094,9279,2649,1265 -,,,,,,,,3095,8308,2373,1132 -,,,,,,,,3096,7433,2123,1013 -,,,,,,,,3097,6852,1957,934 -,,,,,,,,3098,6533,1866,890 -,,,,,,,,3099,6369,1818,868 -,,,,,,,,3100,6332,1808,863 -,,,,,,,,3101,6475,1849,883 -,,,,,,,,3102,7053,2014,961 -,,,,,,,,3103,8181,2336,1116 -,,,,,,,,3104,9105,2600,1242 -,,,,,,,,3105,9438,2695,1287 -,,,,,,,,3106,9602,2742,1309 -,,,,,,,,3107,9739,2781,1328 -,,,,,,,,3108,9786,2795,1334 -,,,,,,,,3109,9746,2783,1328 -,,,,,,,,3110,9718,2775,1325 -,,,,,,,,3111,9597,2740,1308 -,,,,,,,,3112,9482,2708,1292 -,,,,,,,,3113,9449,2699,1288 -,,,,,,,,3114,9431,2693,1286 -,,,,,,,,3115,9339,2667,1273 -,,,,,,,,3116,9383,2680,1279 -,,,,,,,,3117,9656,2757,1317 -,,,,,,,,3118,9166,2618,1250 -,,,,,,,,3119,8267,2361,1127 -,,,,,,,,3120,7366,2103,1004 -,,,,,,,,3121,6777,1935,923 -,,,,,,,,3122,6460,1844,880 -,,,,,,,,3123,6288,1796,857 -,,,,,,,,3124,6247,1784,852 -,,,,,,,,3125,6428,1836,876 -,,,,,,,,3126,6949,1984,947 -,,,,,,,,3127,8068,2304,1100 -,,,,,,,,3128,8906,2544,1214 -,,,,,,,,3129,9184,2623,1252 -,,,,,,,,3130,9349,2670,1274 -,,,,,,,,3131,9469,2704,1291 -,,,,,,,,3132,9517,2718,1298 -,,,,,,,,3133,9455,2700,1289 -,,,,,,,,3134,9411,2688,1283 -,,,,,,,,3135,9288,2653,1267 -,,,,,,,,3136,9165,2618,1249 -,,,,,,,,3137,9100,2599,1241 -,,,,,,,,3138,9024,2577,1230 -,,,,,,,,3139,8896,2540,1213 -,,,,,,,,3140,8876,2535,1210 -,,,,,,,,3141,9179,2621,1252 -,,,,,,,,3142,8858,2529,1207 -,,,,,,,,3143,8135,2323,1109 -,,,,,,,,3144,7328,2093,999 -,,,,,,,,3145,6724,1920,917 -,,,,,,,,3146,6374,1820,868 -,,,,,,,,3147,6179,1764,843 -,,,,,,,,3148,6108,1744,833 -,,,,,,,,3149,6138,1753,837 -,,,,,,,,3150,6272,1791,855 -,,,,,,,,3151,6667,1904,909 -,,,,,,,,3152,7333,2094,999 -,,,,,,,,3153,7984,2280,1089 -,,,,,,,,3154,8376,2392,1142 -,,,,,,,,3155,8512,2431,1161 -,,,,,,,,3156,8531,2436,1163 -,,,,,,,,3157,8461,2416,1153 -,,,,,,,,3158,8371,2390,1141 -,,,,,,,,3159,8296,2369,1131 -,,,,,,,,3160,8312,2374,1133 -,,,,,,,,3161,8397,2398,1145 -,,,,,,,,3162,8500,2428,1159 -,,,,,,,,3163,8517,2433,1161 -,,,,,,,,3164,8548,2441,1166 -,,,,,,,,3165,8877,2535,1210 -,,,,,,,,3166,8591,2454,1171 -,,,,,,,,3167,7944,2269,1083 -,,,,,,,,3168,7218,2061,984 -,,,,,,,,3169,6647,1898,906 -,,,,,,,,3170,6259,1788,853 -,,,,,,,,3171,6038,1724,823 -,,,,,,,,3172,5917,1690,807 -,,,,,,,,3173,5900,1685,804 -,,,,,,,,3174,5910,1688,806 -,,,,,,,,3175,6141,1753,837 -,,,,,,,,3176,6723,1920,917 -,,,,,,,,3177,7442,2125,1014 -,,,,,,,,3178,7980,2279,1088 -,,,,,,,,3179,8269,2362,1127 -,,,,,,,,3180,8423,2405,1148 -,,,,,,,,3181,8495,2426,1158 -,,,,,,,,3182,8479,2421,1156 -,,,,,,,,3183,8462,2417,1154 -,,,,,,,,3184,8499,2427,1159 -,,,,,,,,3185,8600,2456,1172 -,,,,,,,,3186,8723,2491,1189 -,,,,,,,,3187,8754,2500,1193 -,,,,,,,,3188,8899,2542,1213 -,,,,,,,,3189,9308,2658,1269 -,,,,,,,,3190,8922,2548,1216 -,,,,,,,,3191,8106,2315,1105 -,,,,,,,,3192,7299,2084,995 -,,,,,,,,3193,6722,1920,916 -,,,,,,,,3194,6422,1834,875 -,,,,,,,,3195,6253,1786,853 -,,,,,,,,3196,6207,1773,846 -,,,,,,,,3197,6397,1827,872 -,,,,,,,,3198,6964,1989,949 -,,,,,,,,3199,8084,2309,1102 -,,,,,,,,3200,9038,2581,1232 -,,,,,,,,3201,9453,2700,1288 -,,,,,,,,3202,9742,2782,1328 -,,,,,,,,3203,9996,2855,1363 -,,,,,,,,3204,10147,2898,1383 -,,,,,,,,3205,10197,2912,1390 -,,,,,,,,3206,10193,2911,1389 -,,,,,,,,3207,10112,2888,1378 -,,,,,,,,3208,10019,2861,1366 -,,,,,,,,3209,10014,2860,1365 -,,,,,,,,3210,10042,2868,1369 -,,,,,,,,3211,9969,2847,1359 -,,,,,,,,3212,9968,2847,1359 -,,,,,,,,3213,10030,2865,1368 -,,,,,,,,3214,9396,2683,1281 -,,,,,,,,3215,8420,2404,1148 -,,,,,,,,3216,7506,2144,1023 -,,,,,,,,3217,6913,1974,943 -,,,,,,,,3218,6585,1881,898 -,,,,,,,,3219,6405,1829,873 -,,,,,,,,3220,6361,1817,867 -,,,,,,,,3221,6521,1863,888 -,,,,,,,,3222,7087,2024,966 -,,,,,,,,3223,8206,2344,1119 -,,,,,,,,3224,9149,2613,1247 -,,,,,,,,3225,9570,2733,1305 -,,,,,,,,3226,9840,2810,1342 -,,,,,,,,3227,10085,2880,1375 -,,,,,,,,3228,10191,2910,1389 -,,,,,,,,3229,10199,2913,1390 -,,,,,,,,3230,10192,2910,1389 -,,,,,,,,3231,10065,2875,1373 -,,,,,,,,3232,9970,2848,1359 -,,,,,,,,3233,10007,2858,1364 -,,,,,,,,3234,10087,2880,1375 -,,,,,,,,3235,10050,2870,1370 -,,,,,,,,3236,10059,2873,1372 -,,,,,,,,3237,10046,2870,1370 -,,,,,,,,3238,9401,2684,1282 -,,,,,,,,3239,8436,2409,1150 -,,,,,,,,3240,7545,2154,1029 -,,,,,,,,3241,6966,1989,949 -,,,,,,,,3242,6639,1896,905 -,,,,,,,,3243,6469,1848,882 -,,,,,,,,3244,6417,1833,874 -,,,,,,,,3245,6577,1878,897 -,,,,,,,,3246,7183,2052,979 -,,,,,,,,3247,8342,2383,1137 -,,,,,,,,3248,9307,2658,1269 -,,,,,,,,3249,9736,2780,1328 -,,,,,,,,3250,9991,2854,1362 -,,,,,,,,3251,10189,2910,1389 -,,,,,,,,3252,10281,2936,1402 -,,,,,,,,3253,10273,2934,1401 -,,,,,,,,3254,10299,2941,1404 -,,,,,,,,3255,10290,2939,1403 -,,,,,,,,3256,10290,2939,1403 -,,,,,,,,3257,10321,2947,1407 -,,,,,,,,3258,10304,2943,1405 -,,,,,,,,3259,10166,2903,1386 -,,,,,,,,3260,10103,2885,1378 -,,,,,,,,3261,10329,2950,1408 -,,,,,,,,3262,9769,2790,1332 -,,,,,,,,3263,8752,2499,1193 -,,,,,,,,3264,7763,2217,1058 -,,,,,,,,3265,7107,2029,969 -,,,,,,,,3266,6731,1923,918 -,,,,,,,,3267,6517,1862,888 -,,,,,,,,3268,6422,1834,875 -,,,,,,,,3269,6530,1865,890 -,,,,,,,,3270,6991,1997,953 -,,,,,,,,3271,8081,2308,1101 -,,,,,,,,3272,8950,2556,1220 -,,,,,,,,3273,9308,2659,1269 -,,,,,,,,3274,9523,2720,1298 -,,,,,,,,3275,9711,2773,1324 -,,,,,,,,3276,9803,2800,1337 -,,,,,,,,3277,9803,2800,1337 -,,,,,,,,3278,9856,2815,1343 -,,,,,,,,3279,9815,2803,1338 -,,,,,,,,3280,9777,2792,1332 -,,,,,,,,3281,9764,2788,1331 -,,,,,,,,3282,9705,2771,1323 -,,,,,,,,3283,9544,2725,1301 -,,,,,,,,3284,9491,2710,1294 -,,,,,,,,3285,9784,2794,1333 -,,,,,,,,3286,9346,2669,1274 -,,,,,,,,3287,8373,2391,1141 -,,,,,,,,3288,7445,2126,1014 -,,,,,,,,3289,6823,1948,930 -,,,,,,,,3290,6458,1844,880 -,,,,,,,,3291,6273,1792,855 -,,,,,,,,3292,6210,1773,847 -,,,,,,,,3293,6366,1818,868 -,,,,,,,,3294,6839,1953,933 -,,,,,,,,3295,7937,2267,1082 -,,,,,,,,3296,8856,2529,1207 -,,,,,,,,3297,9259,2645,1262 -,,,,,,,,3298,9511,2716,1297 -,,,,,,,,3299,9709,2773,1323 -,,,,,,,,3300,9799,2798,1336 -,,,,,,,,3301,9788,2795,1334 -,,,,,,,,3302,9809,2801,1338 -,,,,,,,,3303,9735,2780,1327 -,,,,,,,,3304,9659,2759,1317 -,,,,,,,,3305,9582,2736,1307 -,,,,,,,,3306,9438,2695,1287 -,,,,,,,,3307,9215,2632,1257 -,,,,,,,,3308,9085,2594,1238 -,,,,,,,,3309,9319,2661,1271 -,,,,,,,,3310,9005,2572,1227 -,,,,,,,,3311,8232,2351,1122 -,,,,,,,,3312,7388,2109,1007 -,,,,,,,,3313,6759,1930,921 -,,,,,,,,3314,6396,1827,872 -,,,,,,,,3315,6180,1765,843 -,,,,,,,,3316,6066,1733,827 -,,,,,,,,3317,6104,1743,832 -,,,,,,,,3318,6184,1766,843 -,,,,,,,,3319,6602,1886,900 -,,,,,,,,3320,7307,2087,996 -,,,,,,,,3321,8035,2294,1095 -,,,,,,,,3322,8490,2424,1157 -,,,,,,,,3323,8717,2490,1188 -,,,,,,,,3324,8825,2520,1203 -,,,,,,,,3325,8821,2519,1202 -,,,,,,,,3326,8766,2504,1195 -,,,,,,,,3327,8740,2496,1191 -,,,,,,,,3328,8784,2509,1197 -,,,,,,,,3329,8882,2537,1211 -,,,,,,,,3330,8968,2561,1222 -,,,,,,,,3331,8918,2547,1216 -,,,,,,,,3332,8804,2514,1201 -,,,,,,,,3333,9029,2579,1231 -,,,,,,,,3334,8785,2509,1198 -,,,,,,,,3335,8100,2314,1105 -,,,,,,,,3336,7349,2099,1002 -,,,,,,,,3337,6750,1928,920 -,,,,,,,,3338,6363,1817,868 -,,,,,,,,3339,6119,1748,834 -,,,,,,,,3340,6015,1718,820 -,,,,,,,,3341,6006,1715,818 -,,,,,,,,3342,5990,1711,817 -,,,,,,,,3343,6238,1782,850 -,,,,,,,,3344,6845,1955,933 -,,,,,,,,3345,7587,2167,1035 -,,,,,,,,3346,8173,2334,1114 -,,,,,,,,3347,8532,2437,1163 -,,,,,,,,3348,8769,2504,1196 -,,,,,,,,3349,8891,2539,1212 -,,,,,,,,3350,8908,2545,1215 -,,,,,,,,3351,8925,2549,1216 -,,,,,,,,3352,8985,2566,1225 -,,,,,,,,3353,9106,2600,1242 -,,,,,,,,3354,9227,2635,1258 -,,,,,,,,3355,9221,2634,1257 -,,,,,,,,3356,9174,2620,1251 -,,,,,,,,3357,9466,2704,1291 -,,,,,,,,3358,9057,2587,1235 -,,,,,,,,3359,8153,2329,1111 -,,,,,,,,3360,7303,2085,995 -,,,,,,,,3361,6694,1912,913 -,,,,,,,,3362,6399,1828,873 -,,,,,,,,3363,6240,1782,850 -,,,,,,,,3364,6200,1771,845 -,,,,,,,,3365,6366,1818,868 -,,,,,,,,3366,6872,1963,937 -,,,,,,,,3367,8001,2285,1090 -,,,,,,,,3368,9001,2571,1227 -,,,,,,,,3369,9471,2705,1291 -,,,,,,,,3370,9792,2796,1335 -,,,,,,,,3371,10059,2873,1372 -,,,,,,,,3372,10214,2917,1393 -,,,,,,,,3373,10248,2927,1397 -,,,,,,,,3374,10315,2946,1406 -,,,,,,,,3375,10255,2929,1398 -,,,,,,,,3376,10171,2905,1387 -,,,,,,,,3377,10191,2910,1389 -,,,,,,,,3378,10207,2915,1392 -,,,,,,,,3379,10140,2896,1383 -,,,,,,,,3380,10104,2885,1378 -,,,,,,,,3381,10137,2895,1382 -,,,,,,,,3382,9507,2715,1296 -,,,,,,,,3383,8510,2430,1160 -,,,,,,,,3384,7615,2174,1038 -,,,,,,,,3385,7024,2006,958 -,,,,,,,,3386,6698,1913,913 -,,,,,,,,3387,6542,1868,892 -,,,,,,,,3388,6481,1851,883 -,,,,,,,,3389,6651,1899,907 -,,,,,,,,3390,7211,2059,983 -,,,,,,,,3391,8362,2389,1140 -,,,,,,,,3392,9310,2659,1269 -,,,,,,,,3393,9704,2771,1322 -,,,,,,,,3394,9969,2847,1359 -,,,,,,,,3395,10224,2920,1394 -,,,,,,,,3396,10341,2954,1410 -,,,,,,,,3397,10334,2951,1408 -,,,,,,,,3398,10342,2954,1410 -,,,,,,,,3399,10263,2931,1399 -,,,,,,,,3400,10196,2912,1390 -,,,,,,,,3401,10200,2913,1391 -,,,,,,,,3402,10227,2921,1394 -,,,,,,,,3403,10118,2890,1379 -,,,,,,,,3404,10046,2869,1369 -,,,,,,,,3405,10098,2884,1377 -,,,,,,,,3406,9550,2727,1302 -,,,,,,,,3407,8607,2458,1173 -,,,,,,,,3408,7700,2199,1050 -,,,,,,,,3409,7051,2013,961 -,,,,,,,,3410,6731,1923,918 -,,,,,,,,3411,6563,1874,894 -,,,,,,,,3412,6506,1858,887 -,,,,,,,,3413,6677,1907,910 -,,,,,,,,3414,7190,2054,980 -,,,,,,,,3415,8364,2389,1140 -,,,,,,,,3416,9356,2672,1276 -,,,,,,,,3417,9819,2805,1338 -,,,,,,,,3418,10125,2892,1380 -,,,,,,,,3419,10401,2970,1418 -,,,,,,,,3420,10581,3022,1443 -,,,,,,,,3421,10669,3047,1454 -,,,,,,,,3422,10785,3080,1470 -,,,,,,,,3423,10772,3076,1469 -,,,,,,,,3424,10697,3055,1459 -,,,,,,,,3425,10712,3060,1460 -,,,,,,,,3426,10691,3053,1458 -,,,,,,,,3427,10533,3008,1436 -,,,,,,,,3428,10411,2973,1419 -,,,,,,,,3429,10591,3025,1444 -,,,,,,,,3430,10147,2898,1383 -,,,,,,,,3431,9096,2598,1240 -,,,,,,,,3432,8074,2306,1100 -,,,,,,,,3433,7372,2105,1004 -,,,,,,,,3434,6949,1984,947 -,,,,,,,,3435,6713,1917,915 -,,,,,,,,3436,6616,1889,902 -,,,,,,,,3437,6759,1930,921 -,,,,,,,,3438,7270,2076,991 -,,,,,,,,3439,8474,2420,1156 -,,,,,,,,3440,9495,2711,1294 -,,,,,,,,3441,10001,2856,1363 -,,,,,,,,3442,10378,2964,1415 -,,,,,,,,3443,10689,3053,1457 -,,,,,,,,3444,10871,3105,1482 -,,,,,,,,3445,10926,3120,1489 -,,,,,,,,3446,10973,3134,1496 -,,,,,,,,3447,10944,3126,1492 -,,,,,,,,3448,10845,3097,1479 -,,,,,,,,3449,10795,3083,1472 -,,,,,,,,3450,10641,3039,1451 -,,,,,,,,3451,10416,2975,1420 -,,,,,,,,3452,10299,2941,1404 -,,,,,,,,3453,10479,2993,1428 -,,,,,,,,3454,10041,2868,1369 -,,,,,,,,3455,8999,2570,1226 -,,,,,,,,3456,7974,2277,1087 -,,,,,,,,3457,7304,2086,995 -,,,,,,,,3458,6936,1981,945 -,,,,,,,,3459,6716,1918,915 -,,,,,,,,3460,6647,1898,906 -,,,,,,,,3461,6788,1938,925 -,,,,,,,,3462,7289,2082,994 -,,,,,,,,3463,8375,2392,1141 -,,,,,,,,3464,9319,2661,1271 -,,,,,,,,3465,9781,2794,1333 -,,,,,,,,3466,10066,2875,1373 -,,,,,,,,3467,10279,2935,1402 -,,,,,,,,3468,10423,2977,1421 -,,,,,,,,3469,10446,2984,1424 -,,,,,,,,3470,10486,2995,1429 -,,,,,,,,3471,10432,2980,1422 -,,,,,,,,3472,10381,2965,1415 -,,,,,,,,3473,10378,2964,1415 -,,,,,,,,3474,10294,2940,1403 -,,,,,,,,3475,10108,2887,1378 -,,,,,,,,3476,9951,2842,1357 -,,,,,,,,3477,10083,2880,1374 -,,,,,,,,3478,9794,2797,1335 -,,,,,,,,3479,9012,2574,1228 -,,,,,,,,3480,8128,2321,1108 -,,,,,,,,3481,7456,2129,1016 -,,,,,,,,3482,7049,2013,961 -,,,,,,,,3483,6801,1943,927 -,,,,,,,,3484,6676,1907,910 -,,,,,,,,3485,6691,1911,912 -,,,,,,,,3486,6792,1939,926 -,,,,,,,,3487,7180,2051,979 -,,,,,,,,3488,7914,2260,1079 -,,,,,,,,3489,8779,2507,1196 -,,,,,,,,3490,9485,2709,1293 -,,,,,,,,3491,9971,2848,1359 -,,,,,,,,3492,10284,2937,1402 -,,,,,,,,3493,10471,2991,1428 -,,,,,,,,3494,10531,3007,1436 -,,,,,,,,3495,10571,3019,1441 -,,,,,,,,3496,10571,3019,1441 -,,,,,,,,3497,10646,3040,1451 -,,,,,,,,3498,10646,3040,1451 -,,,,,,,,3499,10497,2998,1431 -,,,,,,,,3500,10301,2942,1404 -,,,,,,,,3501,10400,2970,1418 -,,,,,,,,3502,10106,2886,1378 -,,,,,,,,3503,9277,2649,1265 -,,,,,,,,3504,8384,2394,1143 -,,,,,,,,3505,7640,2182,1041 -,,,,,,,,3506,7162,2045,976 -,,,,,,,,3507,6841,1953,933 -,,,,,,,,3508,6647,1898,906 -,,,,,,,,3509,6558,1873,894 -,,,,,,,,3510,6457,1844,880 -,,,,,,,,3511,6684,1909,911 -,,,,,,,,3512,7266,2075,990 -,,,,,,,,3513,7995,2284,1090 -,,,,,,,,3514,8642,2468,1178 -,,,,,,,,3515,9058,2587,1235 -,,,,,,,,3516,9340,2668,1273 -,,,,,,,,3517,9508,2715,1296 -,,,,,,,,3518,9535,2723,1300 -,,,,,,,,3519,9555,2729,1302 -,,,,,,,,3520,9605,2743,1309 -,,,,,,,,3521,9696,2769,1322 -,,,,,,,,3522,9737,2780,1328 -,,,,,,,,3523,9580,2736,1306 -,,,,,,,,3524,9398,2684,1281 -,,,,,,,,3525,9576,2735,1306 -,,,,,,,,3526,9380,2679,1278 -,,,,,,,,3527,8732,2494,1191 -,,,,,,,,3528,7970,2276,1086 -,,,,,,,,3529,7359,2102,1003 -,,,,,,,,3530,6956,1987,949 -,,,,,,,,3531,6729,1922,918 -,,,,,,,,3532,6618,1890,902 -,,,,,,,,3533,6632,1894,904 -,,,,,,,,3534,6695,1913,913 -,,,,,,,,3535,7002,2000,954 -,,,,,,,,3536,7631,2179,1040 -,,,,,,,,3537,8477,2421,1156 -,,,,,,,,3538,9180,2622,1252 -,,,,,,,,3539,9716,2775,1324 -,,,,,,,,3540,10115,2889,1379 -,,,,,,,,3541,10401,2970,1418 -,,,,,,,,3542,10505,3000,1432 -,,,,,,,,3543,10576,3020,1442 -,,,,,,,,3544,10656,3044,1453 -,,,,,,,,3545,10802,3085,1473 -,,,,,,,,3546,10909,3115,1487 -,,,,,,,,3547,10786,3081,1470 -,,,,,,,,3548,10652,3042,1452 -,,,,,,,,3549,10797,3084,1472 -,,,,,,,,3550,10315,2946,1406 -,,,,,,,,3551,9266,2646,1263 -,,,,,,,,3552,8261,2359,1126 -,,,,,,,,3553,7600,2170,1036 -,,,,,,,,3554,7198,2056,981 -,,,,,,,,3555,6976,1993,951 -,,,,,,,,3556,6917,1976,943 -,,,,,,,,3557,7060,2017,963 -,,,,,,,,3558,7604,2172,1036 -,,,,,,,,3559,8800,2514,1200 -,,,,,,,,3560,9891,2825,1348 -,,,,,,,,3561,10532,3008,1436 -,,,,,,,,3562,11048,3156,1506 -,,,,,,,,3563,11540,3296,1573 -,,,,,,,,3564,11957,3416,1631 -,,,,,,,,3565,12257,3501,1671 -,,,,,,,,3566,12520,3576,1707 -,,,,,,,,3567,12620,3605,1721 -,,,,,,,,3568,12744,3640,1737 -,,,,,,,,3569,12834,3666,1750 -,,,,,,,,3570,12738,3638,1737 -,,,,,,,,3571,12394,3540,1690 -,,,,,,,,3572,12135,3466,1655 -,,,,,,,,3573,11976,3421,1633 -,,,,,,,,3574,11116,3175,1515 -,,,,,,,,3575,9944,2840,1356 -,,,,,,,,3576,8893,2539,1212 -,,,,,,,,3577,8156,2329,1112 -,,,,,,,,3578,7716,2203,1052 -,,,,,,,,3579,7463,2132,1017 -,,,,,,,,3580,7362,2103,1004 -,,,,,,,,3581,7505,2144,1023 -,,,,,,,,3582,8024,2292,1094 -,,,,,,,,3583,9215,2632,1257 -,,,,,,,,3584,10240,2925,1396 -,,,,,,,,3585,10716,3060,1461 -,,,,,,,,3586,11033,3151,1504 -,,,,,,,,3587,11295,3226,1540 -,,,,,,,,3588,11454,3271,1561 -,,,,,,,,3589,11503,3286,1569 -,,,,,,,,3590,11591,3311,1580 -,,,,,,,,3591,11557,3301,1575 -,,,,,,,,3592,11529,3293,1572 -,,,,,,,,3593,11560,3301,1576 -,,,,,,,,3594,11492,3282,1567 -,,,,,,,,3595,11251,3213,1534 -,,,,,,,,3596,11073,3163,1509 -,,,,,,,,3597,11205,3201,1528 -,,,,,,,,3598,10734,3065,1464 -,,,,,,,,3599,9649,2755,1315 -,,,,,,,,3600,8591,2454,1171 -,,,,,,,,3601,7817,2233,1065 -,,,,,,,,3602,7373,2105,1005 -,,,,,,,,3603,7110,2030,969 -,,,,,,,,3604,6996,1998,954 -,,,,,,,,3605,7113,2032,969 -,,,,,,,,3606,7580,2165,1033 -,,,,,,,,3607,8736,2495,1191 -,,,,,,,,3608,9803,2800,1337 -,,,,,,,,3609,10321,2948,1407 -,,,,,,,,3610,10750,3070,1465 -,,,,,,,,3611,11125,3177,1517 -,,,,,,,,3612,11377,3249,1551 -,,,,,,,,3613,11517,3289,1570 -,,,,,,,,3614,11701,3341,1595 -,,,,,,,,3615,11761,3359,1604 -,,,,,,,,3616,11805,3371,1610 -,,,,,,,,3617,11807,3371,1610 -,,,,,,,,3618,11640,3325,1587 -,,,,,,,,3619,11293,3226,1540 -,,,,,,,,3620,10940,3125,1491 -,,,,,,,,3621,10965,3131,1495 -,,,,,,,,3622,10562,3016,1440 -,,,,,,,,3623,9450,2699,1288 -,,,,,,,,3624,8349,2384,1138 -,,,,,,,,3625,7591,2168,1035 -,,,,,,,,3626,7130,2036,972 -,,,,,,,,3627,6873,1963,937 -,,,,,,,,3628,6774,1934,923 -,,,,,,,,3629,6856,1958,934 -,,,,,,,,3630,7239,2068,987 -,,,,,,,,3631,8344,2383,1137 -,,,,,,,,3632,9331,2665,1272 -,,,,,,,,3633,9813,2802,1338 -,,,,,,,,3634,10131,2893,1381 -,,,,,,,,3635,10394,2969,1417 -,,,,,,,,3636,10522,3005,1434 -,,,,,,,,3637,10541,3010,1437 -,,,,,,,,3638,10597,3026,1444 -,,,,,,,,3639,10555,3015,1439 -,,,,,,,,3640,10441,2982,1424 -,,,,,,,,3641,10286,2937,1403 -,,,,,,,,3642,10012,2860,1365 -,,,,,,,,3643,9690,2767,1321 -,,,,,,,,3644,9533,2723,1300 -,,,,,,,,3645,9671,2762,1318 -,,,,,,,,3646,9359,2673,1276 -,,,,,,,,3647,8571,2448,1168 -,,,,,,,,3648,7726,2207,1053 -,,,,,,,,3649,7068,2018,964 -,,,,,,,,3650,6678,1908,910 -,,,,,,,,3651,6456,1843,880 -,,,,,,,,3652,6364,1818,868 -,,,,,,,,3653,6390,1825,871 -,,,,,,,,3654,6530,1865,890 -,,,,,,,,3655,6870,1962,936 -,,,,,,,,3656,7500,2142,1022 -,,,,,,,,3657,8261,2359,1126 -,,,,,,,,3658,8860,2530,1208 -,,,,,,,,3659,9253,2643,1262 -,,,,,,,,3660,9411,2688,1283 -,,,,,,,,3661,9399,2684,1282 -,,,,,,,,3662,9292,2654,1267 -,,,,,,,,3663,9179,2621,1252 -,,,,,,,,3664,9120,2604,1243 -,,,,,,,,3665,9180,2622,1252 -,,,,,,,,3666,9267,2646,1263 -,,,,,,,,3667,9233,2637,1259 -,,,,,,,,3668,9164,2617,1249 -,,,,,,,,3669,9198,2627,1254 -,,,,,,,,3670,8891,2539,1212 -,,,,,,,,3671,8260,2359,1126 -,,,,,,,,3672,7551,2156,1030 -,,,,,,,,3673,6977,1993,951 -,,,,,,,,3674,6581,1879,897 -,,,,,,,,3675,6344,1812,865 -,,,,,,,,3676,6213,1774,847 -,,,,,,,,3677,6189,1768,843 -,,,,,,,,3678,6178,1764,842 -,,,,,,,,3679,6407,1830,873 -,,,,,,,,3680,6953,1986,948 -,,,,,,,,3681,7685,2195,1048 -,,,,,,,,3682,8261,2359,1126 -,,,,,,,,3683,8622,2462,1176 -,,,,,,,,3684,8855,2529,1207 -,,,,,,,,3685,8946,2555,1220 -,,,,,,,,3686,8908,2545,1215 -,,,,,,,,3687,8866,2532,1209 -,,,,,,,,3688,8847,2527,1206 -,,,,,,,,3689,8923,2549,1216 -,,,,,,,,3690,9032,2580,1232 -,,,,,,,,3691,9107,2601,1242 -,,,,,,,,3692,9131,2608,1245 -,,,,,,,,3693,9239,2639,1260 -,,,,,,,,3694,8853,2529,1206 -,,,,,,,,3695,8083,2309,1102 -,,,,,,,,3696,7306,2087,996 -,,,,,,,,3697,6746,1927,919 -,,,,,,,,3698,6421,1833,875 -,,,,,,,,3699,6255,1787,853 -,,,,,,,,3700,6227,1778,848 -,,,,,,,,3701,6396,1827,872 -,,,,,,,,3702,6927,1979,944 -,,,,,,,,3703,8049,2299,1097 -,,,,,,,,3704,9007,2573,1228 -,,,,,,,,3705,9428,2693,1285 -,,,,,,,,3706,9693,2768,1322 -,,,,,,,,3707,9911,2830,1351 -,,,,,,,,3708,9980,2850,1361 -,,,,,,,,3709,9959,2845,1358 -,,,,,,,,3710,9926,2835,1353 -,,,,,,,,3711,9821,2805,1338 -,,,,,,,,3712,9755,2786,1330 -,,,,,,,,3713,9811,2802,1338 -,,,,,,,,3714,9911,2830,1351 -,,,,,,,,3715,9827,2806,1340 -,,,,,,,,3716,9711,2773,1324 -,,,,,,,,3717,9731,2779,1327 -,,,,,,,,3718,9244,2640,1260 -,,,,,,,,3719,8303,2371,1132 -,,,,,,,,3720,7418,2119,1011 -,,,,,,,,3721,6844,1954,933 -,,,,,,,,3722,6534,1866,891 -,,,,,,,,3723,6378,1822,869 -,,,,,,,,3724,6333,1808,863 -,,,,,,,,3725,6488,1853,884 -,,,,,,,,3726,6987,1995,953 -,,,,,,,,3727,8113,2317,1106 -,,,,,,,,3728,9049,2584,1234 -,,,,,,,,3729,9424,2691,1285 -,,,,,,,,3730,9630,2750,1312 -,,,,,,,,3731,9800,2799,1336 -,,,,,,,,3732,9889,2825,1348 -,,,,,,,,3733,9869,2819,1346 -,,,,,,,,3734,9871,2819,1346 -,,,,,,,,3735,9766,2789,1332 -,,,,,,,,3736,9705,2772,1323 -,,,,,,,,3737,9733,2780,1327 -,,,,,,,,3738,9753,2785,1329 -,,,,,,,,3739,9648,2755,1315 -,,,,,,,,3740,9616,2746,1311 -,,,,,,,,3741,9718,2775,1325 -,,,,,,,,3742,9355,2671,1275 -,,,,,,,,3743,8421,2404,1148 -,,,,,,,,3744,7534,2151,1027 -,,,,,,,,3745,6889,1968,939 -,,,,,,,,3746,6548,1870,893 -,,,,,,,,3747,6385,1823,870 -,,,,,,,,3748,6319,1804,861 -,,,,,,,,3749,6487,1853,884 -,,,,,,,,3750,6964,1989,949 -,,,,,,,,3751,8085,2309,1102 -,,,,,,,,3752,9023,2577,1230 -,,,,,,,,3753,9407,2687,1282 -,,,,,,,,3754,9631,2750,1313 -,,,,,,,,3755,9846,2812,1343 -,,,,,,,,3756,9951,2842,1357 -,,,,,,,,3757,9975,2849,1360 -,,,,,,,,3758,10011,2859,1365 -,,,,,,,,3759,9938,2839,1355 -,,,,,,,,3760,9877,2820,1347 -,,,,,,,,3761,9875,2820,1346 -,,,,,,,,3762,9838,2810,1341 -,,,,,,,,3763,9666,2760,1318 -,,,,,,,,3764,9588,2739,1308 -,,,,,,,,3765,9776,2792,1332 -,,,,,,,,3766,9437,2695,1287 -,,,,,,,,3767,8459,2415,1153 -,,,,,,,,3768,7534,2151,1027 -,,,,,,,,3769,6931,1979,944 -,,,,,,,,3770,6579,1878,897 -,,,,,,,,3771,6401,1828,873 -,,,,,,,,3772,6353,1814,866 -,,,,,,,,3773,6509,1859,888 -,,,,,,,,3774,6989,1996,953 -,,,,,,,,3775,8097,2313,1104 -,,,,,,,,3776,8997,2569,1226 -,,,,,,,,3777,9416,2690,1284 -,,,,,,,,3778,9764,2789,1331 -,,,,,,,,3779,10059,2873,1372 -,,,,,,,,3780,10252,2928,1398 -,,,,,,,,3781,10275,2935,1401 -,,,,,,,,3782,10343,2954,1410 -,,,,,,,,3783,10274,2935,1401 -,,,,,,,,3784,10226,2920,1394 -,,,,,,,,3785,10198,2913,1390 -,,,,,,,,3786,10114,2889,1379 -,,,,,,,,3787,9906,2829,1351 -,,,,,,,,3788,9797,2798,1336 -,,,,,,,,3789,9960,2845,1358 -,,,,,,,,3790,9627,2749,1312 -,,,,,,,,3791,8675,2477,1182 -,,,,,,,,3792,7722,2205,1053 -,,,,,,,,3793,7059,2016,962 -,,,,,,,,3794,6713,1917,915 -,,,,,,,,3795,6507,1858,887 -,,,,,,,,3796,6415,1832,874 -,,,,,,,,3797,6563,1874,894 -,,,,,,,,3798,7002,2000,954 -,,,,,,,,3799,8092,2311,1103 -,,,,,,,,3800,9077,2593,1237 -,,,,,,,,3801,9583,2737,1307 -,,,,,,,,3802,9973,2849,1360 -,,,,,,,,3803,10328,2950,1408 -,,,,,,,,3804,10548,3012,1438 -,,,,,,,,3805,10634,3037,1449 -,,,,,,,,3806,10768,3075,1468 -,,,,,,,,3807,10765,3075,1468 -,,,,,,,,3808,10683,3051,1456 -,,,,,,,,3809,10612,3030,1447 -,,,,,,,,3810,10425,2977,1421 -,,,,,,,,3811,10117,2890,1379 -,,,,,,,,3812,9920,2833,1353 -,,,,,,,,3813,10006,2858,1364 -,,,,,,,,3814,9724,2777,1326 -,,,,,,,,3815,8901,2542,1213 -,,,,,,,,3816,8015,2289,1093 -,,,,,,,,3817,7335,2094,999 -,,,,,,,,3818,6895,1969,940 -,,,,,,,,3819,6651,1899,907 -,,,,,,,,3820,6488,1853,884 -,,,,,,,,3821,6458,1844,880 -,,,,,,,,3822,6490,1853,884 -,,,,,,,,3823,6934,1980,945 -,,,,,,,,3824,7688,2196,1048 -,,,,,,,,3825,8479,2421,1156 -,,,,,,,,3826,8989,2567,1226 -,,,,,,,,3827,9274,2649,1264 -,,,,,,,,3828,9392,2682,1281 -,,,,,,,,3829,9400,2684,1282 -,,,,,,,,3830,9334,2665,1272 -,,,,,,,,3831,9274,2649,1264 -,,,,,,,,3832,9287,2652,1266 -,,,,,,,,3833,9386,2680,1280 -,,,,,,,,3834,9457,2701,1289 -,,,,,,,,3835,9390,2682,1280 -,,,,,,,,3836,9284,2651,1266 -,,,,,,,,3837,9418,2690,1284 -,,,,,,,,3838,9336,2666,1272 -,,,,,,,,3839,8687,2481,1184 -,,,,,,,,3840,7911,2259,1079 -,,,,,,,,3841,7236,2066,986 -,,,,,,,,3842,6813,1946,929 -,,,,,,,,3843,6550,1871,893 -,,,,,,,,3844,6399,1828,873 -,,,,,,,,3845,6329,1808,863 -,,,,,,,,3846,6265,1789,854 -,,,,,,,,3847,6550,1871,893 -,,,,,,,,3848,7214,2060,984 -,,,,,,,,3849,8035,2295,1095 -,,,,,,,,3850,8723,2492,1189 -,,,,,,,,3851,9191,2625,1253 -,,,,,,,,3852,9500,2713,1295 -,,,,,,,,3853,9687,2766,1321 -,,,,,,,,3854,9738,2781,1328 -,,,,,,,,3855,9772,2791,1332 -,,,,,,,,3856,9840,2810,1342 -,,,,,,,,3857,9972,2849,1359 -,,,,,,,,3858,10065,2875,1372 -,,,,,,,,3859,10001,2856,1363 -,,,,,,,,3860,9860,2816,1344 -,,,,,,,,3861,9938,2839,1355 -,,,,,,,,3862,9712,2774,1324 -,,,,,,,,3863,8783,2509,1197 -,,,,,,,,3864,7852,2243,1070 -,,,,,,,,3865,7198,2056,981 -,,,,,,,,3866,6820,1948,929 -,,,,,,,,3867,6632,1894,904 -,,,,,,,,3868,6575,1878,896 -,,,,,,,,3869,6721,1920,916 -,,,,,,,,3870,7203,2058,982 -,,,,,,,,3871,8348,2384,1138 -,,,,,,,,3872,9379,2679,1278 -,,,,,,,,3873,9934,2837,1354 -,,,,,,,,3874,10322,2948,1407 -,,,,,,,,3875,10623,3034,1449 -,,,,,,,,3876,10809,3087,1474 -,,,,,,,,3877,10911,3116,1488 -,,,,,,,,3878,11010,3145,1501 -,,,,,,,,3879,11011,3146,1501 -,,,,,,,,3880,11018,3147,1502 -,,,,,,,,3881,11030,3150,1504 -,,,,,,,,3882,10934,3123,1490 -,,,,,,,,3883,10633,3037,1449 -,,,,,,,,3884,10388,2967,1416 -,,,,,,,,3885,10438,2981,1423 -,,,,,,,,3886,10048,2870,1370 -,,,,,,,,3887,9000,2570,1227 -,,,,,,,,3888,7991,2282,1090 -,,,,,,,,3889,7338,2096,1000 -,,,,,,,,3890,6938,1982,946 -,,,,,,,,3891,6751,1928,920 -,,,,,,,,3892,6676,1907,910 -,,,,,,,,3893,6840,1953,933 -,,,,,,,,3894,7300,2085,995 -,,,,,,,,3895,8454,2414,1152 -,,,,,,,,3896,9469,2704,1291 -,,,,,,,,3897,10006,2858,1364 -,,,,,,,,3898,10341,2954,1410 -,,,,,,,,3899,10626,3035,1449 -,,,,,,,,3900,10780,3079,1469 -,,,,,,,,3901,10849,3099,1479 -,,,,,,,,3902,10977,3135,1496 -,,,,,,,,3903,10950,3127,1493 -,,,,,,,,3904,10892,3111,1484 -,,,,,,,,3905,10868,3104,1482 -,,,,,,,,3906,10767,3075,1468 -,,,,,,,,3907,10550,3013,1439 -,,,,,,,,3908,10414,2974,1419 -,,,,,,,,3909,10478,2992,1428 -,,,,,,,,3910,10018,2861,1366 -,,,,,,,,3911,9029,2579,1231 -,,,,,,,,3912,8087,2309,1102 -,,,,,,,,3913,7458,2130,1017 -,,,,,,,,3914,7101,2028,968 -,,,,,,,,3915,6908,1973,942 -,,,,,,,,3916,6846,1955,934 -,,,,,,,,3917,6982,1994,952 -,,,,,,,,3918,7519,2148,1025 -,,,,,,,,3919,8623,2463,1176 -,,,,,,,,3920,9656,2758,1317 -,,,,,,,,3921,10143,2897,1383 -,,,,,,,,3922,10421,2976,1421 -,,,,,,,,3923,10636,3037,1450 -,,,,,,,,3924,10732,3065,1463 -,,,,,,,,3925,10718,3061,1461 -,,,,,,,,3926,10740,3067,1464 -,,,,,,,,3927,10659,3044,1453 -,,,,,,,,3928,10578,3021,1442 -,,,,,,,,3929,10599,3027,1445 -,,,,,,,,3930,10591,3025,1444 -,,,,,,,,3931,10430,2979,1422 -,,,,,,,,3932,10270,2933,1400 -,,,,,,,,3933,10290,2939,1403 -,,,,,,,,3934,9974,2849,1360 -,,,,,,,,3935,9019,2576,1230 -,,,,,,,,3936,8058,2301,1099 -,,,,,,,,3937,7392,2111,1008 -,,,,,,,,3938,7004,2000,954 -,,,,,,,,3939,6762,1931,922 -,,,,,,,,3940,6687,1910,912 -,,,,,,,,3941,6814,1946,929 -,,,,,,,,3942,7291,2082,994 -,,,,,,,,3943,8384,2394,1143 -,,,,,,,,3944,9394,2683,1281 -,,,,,,,,3945,9918,2833,1353 -,,,,,,,,3946,10222,2920,1393 -,,,,,,,,3947,10468,2990,1427 -,,,,,,,,3948,10574,3020,1442 -,,,,,,,,3949,10612,3030,1447 -,,,,,,,,3950,10694,3055,1458 -,,,,,,,,3951,10721,3062,1462 -,,,,,,,,3952,10732,3065,1463 -,,,,,,,,3953,10747,3070,1465 -,,,,,,,,3954,10667,3046,1454 -,,,,,,,,3955,10417,2975,1420 -,,,,,,,,3956,10180,2907,1388 -,,,,,,,,3957,10206,2915,1391 -,,,,,,,,3958,9991,2854,1363 -,,,,,,,,3959,9018,2575,1230 -,,,,,,,,3960,8021,2291,1094 -,,,,,,,,3961,7319,2090,998 -,,,,,,,,3962,6879,1965,938 -,,,,,,,,3963,6647,1898,906 -,,,,,,,,3964,6563,1874,894 -,,,,,,,,3965,6672,1906,909 -,,,,,,,,3966,7054,2014,962 -,,,,,,,,3967,8116,2318,1106 -,,,,,,,,3968,9143,2611,1247 -,,,,,,,,3969,9767,2790,1332 -,,,,,,,,3970,10176,2906,1388 -,,,,,,,,3971,10484,2994,1429 -,,,,,,,,3972,10631,3036,1449 -,,,,,,,,3973,10675,3049,1455 -,,,,,,,,3974,10762,3074,1467 -,,,,,,,,3975,10762,3074,1467 -,,,,,,,,3976,10736,3066,1464 -,,,,,,,,3977,10711,3059,1460 -,,,,,,,,3978,10555,3015,1439 -,,,,,,,,3979,10228,2921,1394 -,,,,,,,,3980,9917,2833,1352 -,,,,,,,,3981,9863,2817,1345 -,,,,,,,,3982,9680,2765,1320 -,,,,,,,,3983,8855,2529,1207 -,,,,,,,,3984,7943,2269,1083 -,,,,,,,,3985,7231,2065,985 -,,,,,,,,3986,6801,1943,927 -,,,,,,,,3987,6561,1873,894 -,,,,,,,,3988,6427,1835,876 -,,,,,,,,3989,6395,1826,872 -,,,,,,,,3990,6403,1828,873 -,,,,,,,,3991,6845,1955,933 -,,,,,,,,3992,7613,2174,1038 -,,,,,,,,3993,8435,2409,1150 -,,,,,,,,3994,8994,2569,1226 -,,,,,,,,3995,9294,2655,1267 -,,,,,,,,3996,9403,2685,1282 -,,,,,,,,3997,9401,2685,1282 -,,,,,,,,3998,9316,2661,1270 -,,,,,,,,3999,9239,2639,1259 -,,,,,,,,4000,9219,2633,1257 -,,,,,,,,4001,9248,2641,1261 -,,,,,,,,4002,9270,2648,1264 -,,,,,,,,4003,9157,2615,1248 -,,,,,,,,4004,8985,2566,1225 -,,,,,,,,4005,9051,2585,1234 -,,,,,,,,4006,8952,2557,1221 -,,,,,,,,4007,8316,2375,1134 -,,,,,,,,4008,7540,2154,1028 -,,,,,,,,4009,6932,1980,945 -,,,,,,,,4010,6550,1871,893 -,,,,,,,,4011,6322,1806,862 -,,,,,,,,4012,6188,1768,843 -,,,,,,,,4013,6161,1759,840 -,,,,,,,,4014,6112,1745,833 -,,,,,,,,4015,6346,1813,865 -,,,,,,,,4016,6917,1976,943 -,,,,,,,,4017,7644,2183,1042 -,,,,,,,,4018,8199,2342,1118 -,,,,,,,,4019,8539,2439,1164 -,,,,,,,,4020,8734,2494,1191 -,,,,,,,,4021,8816,2518,1202 -,,,,,,,,4022,8771,2505,1196 -,,,,,,,,4023,8744,2497,1192 -,,,,,,,,4024,8771,2505,1196 -,,,,,,,,4025,8874,2535,1210 -,,,,,,,,4026,8982,2565,1225 -,,,,,,,,4027,8959,2559,1222 -,,,,,,,,4028,8888,2539,1212 -,,,,,,,,4029,9068,2590,1236 -,,,,,,,,4030,8955,2558,1221 -,,,,,,,,4031,8181,2337,1116 -,,,,,,,,4032,7353,2100,1002 -,,,,,,,,4033,6781,1937,924 -,,,,,,,,4034,6447,1841,878 -,,,,,,,,4035,6309,1802,860 -,,,,,,,,4036,6281,1793,856 -,,,,,,,,4037,6458,1844,880 -,,,,,,,,4038,6936,1981,945 -,,,,,,,,4039,7938,2268,1082 -,,,,,,,,4040,8944,2555,1219 -,,,,,,,,4041,9535,2723,1300 -,,,,,,,,4042,9918,2833,1353 -,,,,,,,,4043,10227,2921,1394 -,,,,,,,,4044,10389,2967,1416 -,,,,,,,,4045,10420,2976,1420 -,,,,,,,,4046,10564,3017,1440 -,,,,,,,,4047,10518,3004,1434 -,,,,,,,,4048,10494,2997,1431 -,,,,,,,,4049,10511,3002,1433 -,,,,,,,,4050,10450,2985,1424 -,,,,,,,,4051,10237,2924,1396 -,,,,,,,,4052,10031,2865,1368 -,,,,,,,,4053,10062,2874,1372 -,,,,,,,,4054,9773,2791,1332 -,,,,,,,,4055,8783,2509,1197 -,,,,,,,,4056,7825,2235,1067 -,,,,,,,,4057,7187,2053,979 -,,,,,,,,4058,6801,1943,927 -,,,,,,,,4059,6599,1885,899 -,,,,,,,,4060,6519,1862,888 -,,,,,,,,4061,6669,1905,909 -,,,,,,,,4062,7105,2029,969 -,,,,,,,,4063,8139,2324,1110 -,,,,,,,,4064,9184,2623,1252 -,,,,,,,,4065,9779,2793,1333 -,,,,,,,,4066,10148,2899,1383 -,,,,,,,,4067,10460,2987,1426 -,,,,,,,,4068,10675,3049,1455 -,,,,,,,,4069,10776,3078,1469 -,,,,,,,,4070,10911,3116,1488 -,,,,,,,,4071,10927,3121,1489 -,,,,,,,,4072,10887,3110,1484 -,,,,,,,,4073,10890,3111,1484 -,,,,,,,,4074,10859,3101,1480 -,,,,,,,,4075,10695,3055,1458 -,,,,,,,,4076,10568,3019,1441 -,,,,,,,,4077,10705,3057,1459 -,,,,,,,,4078,10488,2995,1430 -,,,,,,,,4079,9545,2726,1302 -,,,,,,,,4080,8551,2442,1166 -,,,,,,,,4081,7846,2241,1070 -,,,,,,,,4082,7428,2121,1013 -,,,,,,,,4083,7207,2058,983 -,,,,,,,,4084,7114,2032,969 -,,,,,,,,4085,7251,2071,989 -,,,,,,,,4086,7711,2203,1051 -,,,,,,,,4087,8877,2535,1210 -,,,,,,,,4088,10242,2925,1396 -,,,,,,,,4089,11330,3236,1545 -,,,,,,,,4090,12323,3520,1680 -,,,,,,,,4091,13271,3791,1809 -,,,,,,,,4092,14018,4003,1911 -,,,,,,,,4093,14581,4164,1988 -,,,,,,,,4094,15093,4311,2058 -,,,,,,,,4095,15447,4412,2106 -,,,,,,,,4096,15707,4486,2141 -,,,,,,,,4097,15909,4543,2169 -,,,,,,,,4098,15926,4548,2171 -,,,,,,,,4099,15700,4484,2140 -,,,,,,,,4100,15359,4387,2095 -,,,,,,,,4101,15173,4333,2069 -,,,,,,,,4102,14767,4217,2014 -,,,,,,,,4103,13435,3837,1832 -,,,,,,,,4104,12086,3451,1648 -,,,,,,,,4105,11038,3152,1505 -,,,,,,,,4106,10383,2965,1416 -,,,,,,,,4107,9935,2837,1354 -,,,,,,,,4108,9639,2753,1314 -,,,,,,,,4109,9592,2740,1308 -,,,,,,,,4110,9882,2823,1348 -,,,,,,,,4111,11019,3147,1502 -,,,,,,,,4112,12382,3536,1688 -,,,,,,,,4113,13487,3852,1839 -,,,,,,,,4114,14407,4115,1964 -,,,,,,,,4115,15168,4332,2068 -,,,,,,,,4116,15709,4487,2142 -,,,,,,,,4117,16041,4581,2187 -,,,,,,,,4118,16310,4658,2224 -,,,,,,,,4119,16457,4700,2244 -,,,,,,,,4120,16537,4724,2255 -,,,,,,,,4121,16586,4737,2262 -,,,,,,,,4122,16450,4698,2243 -,,,,,,,,4123,16134,4608,2200 -,,,,,,,,4124,15666,4474,2136 -,,,,,,,,4125,15366,4388,2095 -,,,,,,,,4126,14862,4244,2026 -,,,,,,,,4127,13490,3852,1839 -,,,,,,,,4128,12104,3457,1651 -,,,,,,,,4129,11046,3155,1506 -,,,,,,,,4130,10349,2955,1411 -,,,,,,,,4131,9877,2820,1347 -,,,,,,,,4132,9574,2735,1305 -,,,,,,,,4133,9561,2730,1303 -,,,,,,,,4134,9840,2810,1342 -,,,,,,,,4135,10905,3115,1487 -,,,,,,,,4136,12240,3496,1669 -,,,,,,,,4137,13344,3812,1819 -,,,,,,,,4138,14270,4076,1946 -,,,,,,,,4139,15030,4293,2050 -,,,,,,,,4140,15635,4465,2132 -,,,,,,,,4141,16034,4579,2186 -,,,,,,,,4142,16264,4644,2217 -,,,,,,,,4143,16219,4632,2212 -,,,,,,,,4144,16005,4570,2182 -,,,,,,,,4145,15501,4427,2114 -,,,,,,,,4146,14835,4237,2023 -,,,,,,,,4147,14025,4005,1913 -,,,,,,,,4148,13368,3817,1823 -,,,,,,,,4149,13065,3731,1782 -,,,,,,,,4150,12573,3591,1714 -,,,,,,,,4151,11562,3301,1576 -,,,,,,,,4152,10467,2990,1427 -,,,,,,,,4153,9583,2737,1307 -,,,,,,,,4154,9032,2580,1232 -,,,,,,,,4155,8647,2469,1179 -,,,,,,,,4156,8409,2401,1146 -,,,,,,,,4157,8334,2380,1136 -,,,,,,,,4158,8374,2391,1141 -,,,,,,,,4159,8676,2478,1182 -,,,,,,,,4160,9269,2647,1263 -,,,,,,,,4161,10067,2875,1373 -,,,,,,,,4162,10795,3083,1472 -,,,,,,,,4163,11427,3264,1558 -,,,,,,,,4164,11895,3397,1621 -,,,,,,,,4165,12183,3479,1661 -,,,,,,,,4166,12315,3517,1679 -,,,,,,,,4167,12399,3541,1691 -,,,,,,,,4168,12431,3551,1695 -,,,,,,,,4169,12327,3521,1681 -,,,,,,,,4170,11944,3411,1628 -,,,,,,,,4171,11379,3250,1551 -,,,,,,,,4172,10878,3107,1483 -,,,,,,,,4173,10615,3031,1447 -,,,,,,,,4174,10364,2960,1413 -,,,,,,,,4175,9619,2747,1312 -,,,,,,,,4176,8754,2500,1193 -,,,,,,,,4177,8078,2307,1101 -,,,,,,,,4178,7582,2165,1034 -,,,,,,,,4179,7262,2074,990 -,,,,,,,,4180,7068,2018,964 -,,,,,,,,4181,6984,1994,952 -,,,,,,,,4182,6883,1966,939 -,,,,,,,,4183,7183,2052,979 -,,,,,,,,4184,7864,2246,1072 -,,,,,,,,4185,8707,2487,1187 -,,,,,,,,4186,9444,2697,1288 -,,,,,,,,4187,9974,2849,1360 -,,,,,,,,4188,10341,2953,1410 -,,,,,,,,4189,10575,3020,1442 -,,,,,,,,4190,10729,3064,1463 -,,,,,,,,4191,10897,3112,1485 -,,,,,,,,4192,11069,3161,1509 -,,,,,,,,4193,11223,3205,1530 -,,,,,,,,4194,11227,3206,1530 -,,,,,,,,4195,11113,3174,1515 -,,,,,,,,4196,10923,3120,1489 -,,,,,,,,4197,11002,3142,1500 -,,,,,,,,4198,10849,3098,1479 -,,,,,,,,4199,10002,2857,1363 -,,,,,,,,4200,9065,2589,1236 -,,,,,,,,4201,8352,2385,1139 -,,,,,,,,4202,7919,2262,1080 -,,,,,,,,4203,7673,2192,1046 -,,,,,,,,4204,7587,2167,1035 -,,,,,,,,4205,7718,2204,1052 -,,,,,,,,4206,8148,2327,1110 -,,,,,,,,4207,9128,2607,1244 -,,,,,,,,4208,10217,2918,1393 -,,,,,,,,4209,10843,3096,1479 -,,,,,,,,4210,11187,3195,1525 -,,,,,,,,4211,11436,3266,1559 -,,,,,,,,4212,11483,3280,1565 -,,,,,,,,4213,11439,3267,1560 -,,,,,,,,4214,11403,3256,1555 -,,,,,,,,4215,11357,3244,1549 -,,,,,,,,4216,11332,3236,1545 -,,,,,,,,4217,11262,3216,1535 -,,,,,,,,4218,11187,3195,1525 -,,,,,,,,4219,10953,3128,1494 -,,,,,,,,4220,10679,3050,1456 -,,,,,,,,4221,10633,3036,1449 -,,,,,,,,4222,10269,2933,1400 -,,,,,,,,4223,9294,2655,1267 -,,,,,,,,4224,8329,2379,1136 -,,,,,,,,4225,7646,2184,1042 -,,,,,,,,4226,7232,2065,986 -,,,,,,,,4227,7005,2001,955 -,,,,,,,,4228,6894,1968,939 -,,,,,,,,4229,6995,1998,954 -,,,,,,,,4230,7368,2104,1004 -,,,,,,,,4231,8274,2363,1128 -,,,,,,,,4232,9235,2638,1259 -,,,,,,,,4233,9836,2810,1341 -,,,,,,,,4234,10224,2920,1394 -,,,,,,,,4235,10593,3025,1444 -,,,,,,,,4236,10793,3082,1471 -,,,,,,,,4237,10888,3110,1484 -,,,,,,,,4238,10944,3126,1492 -,,,,,,,,4239,10911,3115,1488 -,,,,,,,,4240,10803,3085,1473 -,,,,,,,,4241,10747,3070,1465 -,,,,,,,,4242,10657,3044,1453 -,,,,,,,,4243,10418,2975,1420 -,,,,,,,,4244,10184,2909,1388 -,,,,,,,,4245,10186,2909,1388 -,,,,,,,,4246,9873,2820,1346 -,,,,,,,,4247,8975,2563,1223 -,,,,,,,,4248,8029,2293,1095 -,,,,,,,,4249,7389,2110,1007 -,,,,,,,,4250,6997,1998,954 -,,,,,,,,4251,6763,1932,922 -,,,,,,,,4252,6700,1913,913 -,,,,,,,,4253,6818,1948,929 -,,,,,,,,4254,7232,2065,986 -,,,,,,,,4255,8148,2327,1110 -,,,,,,,,4256,9146,2612,1247 -,,,,,,,,4257,9789,2795,1334 -,,,,,,,,4258,10237,2924,1396 -,,,,,,,,4259,10628,3035,1449 -,,,,,,,,4260,10871,3105,1482 -,,,,,,,,4261,11000,3141,1499 -,,,,,,,,4262,11160,3187,1521 -,,,,,,,,4263,11214,3203,1529 -,,,,,,,,4264,11200,3199,1527 -,,,,,,,,4265,11185,3195,1525 -,,,,,,,,4266,11101,3170,1514 -,,,,,,,,4267,10862,3102,1481 -,,,,,,,,4268,10631,3036,1449 -,,,,,,,,4269,10606,3029,1446 -,,,,,,,,4270,10358,2958,1412 -,,,,,,,,4271,9432,2694,1286 -,,,,,,,,4272,8464,2417,1154 -,,,,,,,,4273,7752,2214,1057 -,,,,,,,,4274,7322,2091,998 -,,,,,,,,4275,7071,2019,964 -,,,,,,,,4276,6940,1982,946 -,,,,,,,,4277,7046,2013,960 -,,,,,,,,4278,7442,2125,1014 -,,,,,,,,4279,8394,2397,1144 -,,,,,,,,4280,9528,2721,1299 -,,,,,,,,4281,10325,2949,1408 -,,,,,,,,4282,10903,3114,1486 -,,,,,,,,4283,11418,3261,1557 -,,,,,,,,4284,11788,3366,1607 -,,,,,,,,4285,12051,3442,1643 -,,,,,,,,4286,12276,3506,1674 -,,,,,,,,4287,12496,3569,1704 -,,,,,,,,4288,12642,3611,1724 -,,,,,,,,4289,12819,3661,1747 -,,,,,,,,4290,12837,3667,1750 -,,,,,,,,4291,12597,3598,1717 -,,,,,,,,4292,12217,3489,1666 -,,,,,,,,4293,12093,3454,1649 -,,,,,,,,4294,11798,3370,1609 -,,,,,,,,4295,10737,3066,1464 -,,,,,,,,4296,9594,2740,1308 -,,,,,,,,4297,8726,2492,1190 -,,,,,,,,4298,8191,2339,1116 -,,,,,,,,4299,7875,2249,1074 -,,,,,,,,4300,7731,2208,1054 -,,,,,,,,4301,7822,2234,1066 -,,,,,,,,4302,8244,2354,1124 -,,,,,,,,4303,9145,2612,1247 -,,,,,,,,4304,10242,2925,1396 -,,,,,,,,4305,10958,3130,1494 -,,,,,,,,4306,11454,3271,1561 -,,,,,,,,4307,11983,3422,1634 -,,,,,,,,4308,12567,3590,1713 -,,,,,,,,4309,13150,3757,1793 -,,,,,,,,4310,13780,3936,1878 -,,,,,,,,4311,14271,4076,1946 -,,,,,,,,4312,14556,4158,1984 -,,,,,,,,4313,14788,4223,2016 -,,,,,,,,4314,14793,4225,2017 -,,,,,,,,4315,14460,4130,1972 -,,,,,,,,4316,13907,3972,1896 -,,,,,,,,4317,13507,3857,1842 -,,,,,,,,4318,12974,3706,1769 -,,,,,,,,4319,11782,3365,1606 -,,,,,,,,4320,10484,2994,1429 -,,,,,,,,4321,9449,2699,1288 -,,,,,,,,4322,8734,2494,1191 -,,,,,,,,4323,8252,2357,1125 -,,,,,,,,4324,7954,2272,1085 -,,,,,,,,4325,7828,2236,1067 -,,,,,,,,4326,7773,2220,1060 -,,,,,,,,4327,8250,2356,1125 -,,,,,,,,4328,9193,2625,1253 -,,,,,,,,4329,10284,2937,1402 -,,,,,,,,4330,11234,3209,1531 -,,,,,,,,4331,11980,3421,1633 -,,,,,,,,4332,12465,3560,1700 -,,,,,,,,4333,12755,3643,1739 -,,,,,,,,4334,12978,3706,1769 -,,,,,,,,4335,13142,3753,1792 -,,,,,,,,4336,13309,3801,1814 -,,,,,,,,4337,13437,3837,1832 -,,,,,,,,4338,13395,3826,1827 -,,,,,,,,4339,13099,3741,1786 -,,,,,,,,4340,12678,3621,1728 -,,,,,,,,4341,12422,3548,1694 -,,,,,,,,4342,12181,3479,1661 -,,,,,,,,4343,11301,3227,1540 -,,,,,,,,4344,10288,2938,1403 -,,,,,,,,4345,9425,2692,1285 -,,,,,,,,4346,8816,2518,1202 -,,,,,,,,4347,8385,2394,1143 -,,,,,,,,4348,8120,2319,1107 -,,,,,,,,4349,7969,2276,1086 -,,,,,,,,4350,7837,2239,1069 -,,,,,,,,4351,8129,2322,1108 -,,,,,,,,4352,8925,2549,1216 -,,,,,,,,4353,9992,2854,1363 -,,,,,,,,4354,11030,3150,1504 -,,,,,,,,4355,11869,3390,1618 -,,,,,,,,4356,12531,3579,1708 -,,,,,,,,4357,12991,3711,1772 -,,,,,,,,4358,13300,3799,1813 -,,,,,,,,4359,13431,3836,1831 -,,,,,,,,4360,13247,3783,1806 -,,,,,,,,4361,13041,3724,1778 -,,,,,,,,4362,12984,3708,1770 -,,,,,,,,4363,12890,3682,1757 -,,,,,,,,4364,12577,3592,1715 -,,,,,,,,4365,12377,3535,1687 -,,,,,,,,4366,12050,3441,1643 -,,,,,,,,4367,11015,3146,1502 -,,,,,,,,4368,9882,2822,1348 -,,,,,,,,4369,9050,2584,1234 -,,,,,,,,4370,8509,2430,1160 -,,,,,,,,4371,8159,2330,1112 -,,,,,,,,4372,7989,2282,1089 -,,,,,,,,4373,8068,2304,1100 -,,,,,,,,4374,8373,2391,1141 -,,,,,,,,4375,9321,2662,1271 -,,,,,,,,4376,10505,3000,1432 -,,,,,,,,4377,11418,3261,1557 -,,,,,,,,4378,12157,3472,1657 -,,,,,,,,4379,12737,3637,1737 -,,,,,,,,4380,13103,3742,1787 -,,,,,,,,4381,13301,3799,1813 -,,,,,,,,4382,13483,3851,1838 -,,,,,,,,4383,13586,3880,1853 -,,,,,,,,4384,13541,3867,1846 -,,,,,,,,4385,13497,3855,1840 -,,,,,,,,4386,13407,3829,1828 -,,,,,,,,4387,13101,3742,1787 -,,,,,,,,4388,12636,3609,1723 -,,,,,,,,4389,12320,3519,1680 -,,,,,,,,4390,11919,3404,1625 -,,,,,,,,4391,10802,3085,1473 -,,,,,,,,4392,9621,2748,1312 -,,,,,,,,4393,8752,2499,1193 -,,,,,,,,4394,8236,2352,1123 -,,,,,,,,4395,7883,2252,1075 -,,,,,,,,4396,7706,2201,1050 -,,,,,,,,4397,7738,2210,1055 -,,,,,,,,4398,8018,2290,1093 -,,,,,,,,4399,8938,2553,1218 -,,,,,,,,4400,10104,2886,1378 -,,,,,,,,4401,10993,3140,1499 -,,,,,,,,4402,11703,3342,1595 -,,,,,,,,4403,12247,3498,1670 -,,,,,,,,4404,12607,3601,1719 -,,,,,,,,4405,12849,3670,1752 -,,,,,,,,4406,13087,3737,1784 -,,,,,,,,4407,13245,3783,1806 -,,,,,,,,4408,13351,3813,1820 -,,,,,,,,4409,13421,3833,1830 -,,,,,,,,4410,13286,3795,1812 -,,,,,,,,4411,12765,3646,1741 -,,,,,,,,4412,12157,3472,1657 -,,,,,,,,4413,11911,3402,1624 -,,,,,,,,4414,11467,3275,1563 -,,,,,,,,4415,10628,3035,1449 -,,,,,,,,4416,9710,2773,1323 -,,,,,,,,4417,8938,2553,1218 -,,,,,,,,4418,8408,2401,1146 -,,,,,,,,4419,8066,2304,1100 -,,,,,,,,4420,7908,2259,1078 -,,,,,,,,4421,7919,2262,1080 -,,,,,,,,4422,8014,2289,1093 -,,,,,,,,4423,8275,2364,1128 -,,,,,,,,4424,8748,2499,1192 -,,,,,,,,4425,9400,2684,1282 -,,,,,,,,4426,10215,2918,1393 -,,,,,,,,4427,11051,3156,1507 -,,,,,,,,4428,11725,3349,1599 -,,,,,,,,4429,12204,3486,1664 -,,,,,,,,4430,12441,3553,1696 -,,,,,,,,4431,12584,3594,1716 -,,,,,,,,4432,12728,3636,1736 -,,,,,,,,4433,12889,3682,1757 -,,,,,,,,4434,12969,3704,1768 -,,,,,,,,4435,12743,3639,1737 -,,,,,,,,4436,12352,3528,1684 -,,,,,,,,4437,12170,3476,1659 -,,,,,,,,4438,11847,3383,1615 -,,,,,,,,4439,11209,3201,1528 -,,,,,,,,4440,10320,2947,1407 -,,,,,,,,4441,9537,2724,1300 -,,,,,,,,4442,8992,2568,1226 -,,,,,,,,4443,8645,2469,1179 -,,,,,,,,4444,8447,2413,1151 -,,,,,,,,4445,8485,2424,1156 -,,,,,,,,4446,8762,2503,1195 -,,,,,,,,4447,9698,2770,1322 -,,,,,,,,4448,10926,3120,1489 -,,,,,,,,4449,11922,3406,1625 -,,,,,,,,4450,12677,3621,1728 -,,,,,,,,4451,13248,3784,1807 -,,,,,,,,4452,13601,3885,1854 -,,,,,,,,4453,13815,3946,1883 -,,,,,,,,4454,13997,3997,1908 -,,,,,,,,4455,14106,4029,1923 -,,,,,,,,4456,14116,4032,1924 -,,,,,,,,4457,14082,4022,1920 -,,,,,,,,4458,13973,3991,1905 -,,,,,,,,4459,13607,3887,1855 -,,,,,,,,4460,13109,3744,1787 -,,,,,,,,4461,12808,3658,1747 -,,,,,,,,4462,12398,3541,1691 -,,,,,,,,4463,11266,3218,1536 -,,,,,,,,4464,10065,2875,1373 -,,,,,,,,4465,9169,2619,1250 -,,,,,,,,4466,8589,2453,1171 -,,,,,,,,4467,8212,2345,1120 -,,,,,,,,4468,7998,2284,1090 -,,,,,,,,4469,8000,2285,1090 -,,,,,,,,4470,8253,2357,1125 -,,,,,,,,4471,9151,2614,1247 -,,,,,,,,4472,10350,2956,1411 -,,,,,,,,4473,11360,3245,1549 -,,,,,,,,4474,12210,3487,1665 -,,,,,,,,4475,12922,3691,1762 -,,,,,,,,4476,13412,3831,1828 -,,,,,,,,4477,13731,3922,1872 -,,,,,,,,4478,14067,4017,1918 -,,,,,,,,4479,14277,4078,1947 -,,,,,,,,4480,14445,4126,1969 -,,,,,,,,4481,14533,4151,1982 -,,,,,,,,4482,14484,4137,1975 -,,,,,,,,4483,14001,3999,1909 -,,,,,,,,4484,13451,3842,1834 -,,,,,,,,4485,13265,3788,1808 -,,,,,,,,4486,12859,3672,1753 -,,,,,,,,4487,11842,3382,1615 -,,,,,,,,4488,10741,3067,1464 -,,,,,,,,4489,9882,2823,1348 -,,,,,,,,4490,9304,2657,1268 -,,,,,,,,4491,8908,2545,1215 -,,,,,,,,4492,8660,2474,1181 -,,,,,,,,4493,8559,2444,1166 -,,,,,,,,4494,8545,2440,1165 -,,,,,,,,4495,8902,2543,1214 -,,,,,,,,4496,9753,2785,1329 -,,,,,,,,4497,10833,3094,1477 -,,,,,,,,4498,11752,3356,1602 -,,,,,,,,4499,12385,3537,1689 -,,,,,,,,4500,12826,3663,1749 -,,,,,,,,4501,13126,3749,1790 -,,,,,,,,4502,13123,3748,1789 -,,,,,,,,4503,12843,3668,1751 -,,,,,,,,4504,12578,3592,1715 -,,,,,,,,4505,12574,3592,1714 -,,,,,,,,4506,12650,3613,1725 -,,,,,,,,4507,12507,3572,1705 -,,,,,,,,4508,12168,3476,1659 -,,,,,,,,4509,11980,3421,1633 -,,,,,,,,4510,11765,3360,1604 -,,,,,,,,4511,10978,3136,1497 -,,,,,,,,4512,10039,2867,1368 -,,,,,,,,4513,9203,2629,1255 -,,,,,,,,4514,8628,2464,1176 -,,,,,,,,4515,8228,2350,1121 -,,,,,,,,4516,7972,2277,1087 -,,,,,,,,4517,7828,2236,1067 -,,,,,,,,4518,7689,2196,1048 -,,,,,,,,4519,7962,2274,1085 -,,,,,,,,4520,8713,2489,1187 -,,,,,,,,4521,9707,2772,1323 -,,,,,,,,4522,10637,3038,1450 -,,,,,,,,4523,11412,3260,1556 -,,,,,,,,4524,12034,3437,1641 -,,,,,,,,4525,12440,3553,1696 -,,,,,,,,4526,12659,3616,1726 -,,,,,,,,4527,12820,3661,1748 -,,,,,,,,4528,12973,3705,1768 -,,,,,,,,4529,13161,3759,1794 -,,,,,,,,4530,13267,3789,1809 -,,,,,,,,4531,13076,3735,1783 -,,,,,,,,4532,12679,3621,1729 -,,,,,,,,4533,12546,3583,1711 -,,,,,,,,4534,12247,3498,1670 -,,,,,,,,4535,11193,3196,1526 -,,,,,,,,4536,10013,2860,1365 -,,,,,,,,4537,9095,2598,1240 -,,,,,,,,4538,8478,2421,1156 -,,,,,,,,4539,8088,2310,1102 -,,,,,,,,4540,7868,2248,1073 -,,,,,,,,4541,7891,2254,1075 -,,,,,,,,4542,8175,2335,1115 -,,,,,,,,4543,9100,2600,1241 -,,,,,,,,4544,10217,2918,1393 -,,,,,,,,4545,10992,3140,1499 -,,,,,,,,4546,11610,3316,1583 -,,,,,,,,4547,12102,3456,1650 -,,,,,,,,4548,12431,3551,1695 -,,,,,,,,4549,12669,3618,1727 -,,,,,,,,4550,12924,3691,1762 -,,,,,,,,4551,13076,3734,1782 -,,,,,,,,4552,13168,3761,1795 -,,,,,,,,4553,13252,3785,1807 -,,,,,,,,4554,13203,3771,1800 -,,,,,,,,4555,12840,3667,1751 -,,,,,,,,4556,12348,3526,1684 -,,,,,,,,4557,12081,3451,1647 -,,,,,,,,4558,11651,3327,1589 -,,,,,,,,4559,10510,3001,1433 -,,,,,,,,4560,9347,2670,1274 -,,,,,,,,4561,8501,2428,1159 -,,,,,,,,4562,7970,2276,1086 -,,,,,,,,4563,7631,2179,1040 -,,,,,,,,4564,7474,2134,1019 -,,,,,,,,4565,7520,2148,1025 -,,,,,,,,4566,7802,2229,1064 -,,,,,,,,4567,8732,2494,1191 -,,,,,,,,4568,9842,2810,1342 -,,,,,,,,4569,10628,3035,1449 -,,,,,,,,4570,11238,3210,1532 -,,,,,,,,4571,11769,3361,1605 -,,,,,,,,4572,12123,3462,1653 -,,,,,,,,4573,12376,3535,1687 -,,,,,,,,4574,12678,3621,1728 -,,,,,,,,4575,12913,3688,1761 -,,,,,,,,4576,13087,3737,1784 -,,,,,,,,4577,13199,3770,1800 -,,,,,,,,4578,13138,3752,1792 -,,,,,,,,4579,12816,3660,1747 -,,,,,,,,4580,12346,3526,1683 -,,,,,,,,4581,12145,3469,1656 -,,,,,,,,4582,11809,3372,1610 -,,,,,,,,4583,10701,3056,1459 -,,,,,,,,4584,9574,2735,1305 -,,,,,,,,4585,8744,2497,1192 -,,,,,,,,4586,8218,2347,1120 -,,,,,,,,4587,7898,2256,1077 -,,,,,,,,4588,7751,2214,1057 -,,,,,,,,4589,7813,2232,1065 -,,,,,,,,4590,8142,2325,1110 -,,,,,,,,4591,9078,2593,1237 -,,,,,,,,4592,10220,2919,1393 -,,,,,,,,4593,11085,3166,1511 -,,,,,,,,4594,11766,3361,1604 -,,,,,,,,4595,12371,3533,1686 -,,,,,,,,4596,12858,3672,1753 -,,,,,,,,4597,13188,3767,1798 -,,,,,,,,4598,13460,3844,1835 -,,,,,,,,4599,13601,3885,1854 -,,,,,,,,4600,13700,3913,1868 -,,,,,,,,4601,13818,3947,1884 -,,,,,,,,4602,13788,3937,1880 -,,,,,,,,4603,13449,3841,1833 -,,,,,,,,4604,12938,3695,1764 -,,,,,,,,4605,12688,3624,1730 -,,,,,,,,4606,12330,3521,1681 -,,,,,,,,4607,11198,3198,1527 -,,,,,,,,4608,10008,2859,1364 -,,,,,,,,4609,9141,2610,1247 -,,,,,,,,4610,8576,2449,1169 -,,,,,,,,4611,8198,2341,1117 -,,,,,,,,4612,8001,2285,1090 -,,,,,,,,4613,8042,2297,1096 -,,,,,,,,4614,8371,2391,1141 -,,,,,,,,4615,9362,2674,1277 -,,,,,,,,4616,10537,3010,1437 -,,,,,,,,4617,11452,3271,1561 -,,,,,,,,4618,12216,3489,1666 -,,,,,,,,4619,12969,3704,1768 -,,,,,,,,4620,13559,3872,1848 -,,,,,,,,4621,13872,3962,1892 -,,,,,,,,4622,14215,4060,1938 -,,,,,,,,4623,14448,4127,1970 -,,,,,,,,4624,14597,4169,1990 -,,,,,,,,4625,14703,4199,2004 -,,,,,,,,4626,14582,4165,1988 -,,,,,,,,4627,14172,4048,1932 -,,,,,,,,4628,13549,3870,1848 -,,,,,,,,4629,13253,3785,1807 -,,,,,,,,4630,12788,3652,1743 -,,,,,,,,4631,11597,3312,1581 -,,,,,,,,4632,10373,2962,1414 -,,,,,,,,4633,9427,2692,1285 -,,,,,,,,4634,8822,2519,1202 -,,,,,,,,4635,8450,2414,1152 -,,,,,,,,4636,8247,2355,1124 -,,,,,,,,4637,8287,2367,1130 -,,,,,,,,4638,8622,2462,1176 -,,,,,,,,4639,9550,2728,1302 -,,,,,,,,4640,10773,3076,1469 -,,,,,,,,4641,11761,3359,1604 -,,,,,,,,4642,12622,3605,1721 -,,,,,,,,4643,13390,3824,1826 -,,,,,,,,4644,13998,3997,1908 -,,,,,,,,4645,14440,4124,1969 -,,,,,,,,4646,14798,4227,2018 -,,,,,,,,4647,14926,4263,2035 -,,,,,,,,4648,14903,4257,2032 -,,,,,,,,4649,14806,4228,2019 -,,,,,,,,4650,14474,4134,1974 -,,,,,,,,4651,13881,3964,1893 -,,,,,,,,4652,13305,3800,1814 -,,,,,,,,4653,13088,3737,1784 -,,,,,,,,4654,12673,3619,1728 -,,,,,,,,4655,11619,3318,1584 -,,,,,,,,4656,10509,3001,1433 -,,,,,,,,4657,9642,2754,1314 -,,,,,,,,4658,9092,2597,1240 -,,,,,,,,4659,8730,2494,1190 -,,,,,,,,4660,8516,2432,1161 -,,,,,,,,4661,8455,2414,1152 -,,,,,,,,4662,8556,2444,1166 -,,,,,,,,4663,8908,2545,1215 -,,,,,,,,4664,9608,2744,1310 -,,,,,,,,4665,10551,3014,1439 -,,,,,,,,4666,11397,3255,1554 -,,,,,,,,4667,12026,3435,1640 -,,,,,,,,4668,12540,3581,1710 -,,,,,,,,4669,12936,3694,1763 -,,,,,,,,4670,13261,3787,1808 -,,,,,,,,4671,13576,3877,1851 -,,,,,,,,4672,13826,3948,1885 -,,,,,,,,4673,13992,3996,1908 -,,,,,,,,4674,14009,4001,1910 -,,,,,,,,4675,13742,3924,1873 -,,,,,,,,4676,13255,3786,1807 -,,,,,,,,4677,13031,3722,1777 -,,,,,,,,4678,12715,3631,1733 -,,,,,,,,4679,11760,3358,1603 -,,,,,,,,4680,10691,3053,1458 -,,,,,,,,4681,9803,2800,1337 -,,,,,,,,4682,9177,2621,1251 -,,,,,,,,4683,8748,2499,1192 -,,,,,,,,4684,8466,2418,1154 -,,,,,,,,4685,8307,2373,1132 -,,,,,,,,4686,8184,2337,1116 -,,,,,,,,4687,8417,2404,1147 -,,,,,,,,4688,9201,2628,1254 -,,,,,,,,4689,10284,2937,1402 -,,,,,,,,4690,11340,3239,1546 -,,,,,,,,4691,12274,3506,1674 -,,,,,,,,4692,13028,3721,1777 -,,,,,,,,4693,13460,3844,1835 -,,,,,,,,4694,13543,3867,1847 -,,,,,,,,4695,13550,3870,1848 -,,,,,,,,4696,13570,3876,1850 -,,,,,,,,4697,13596,3883,1853 -,,,,,,,,4698,13588,3881,1853 -,,,,,,,,4699,13368,3818,1823 -,,,,,,,,4700,13176,3763,1797 -,,,,,,,,4701,13220,3776,1803 -,,,,,,,,4702,12743,3639,1737 -,,,,,,,,4703,11746,3355,1601 -,,,,,,,,4704,10712,3059,1460 -,,,,,,,,4705,9966,2846,1358 -,,,,,,,,4706,9488,2710,1293 -,,,,,,,,4707,9182,2622,1252 -,,,,,,,,4708,9021,2576,1230 -,,,,,,,,4709,9083,2594,1238 -,,,,,,,,4710,9497,2712,1295 -,,,,,,,,4711,10491,2996,1430 -,,,,,,,,4712,11808,3372,1610 -,,,,,,,,4713,12831,3665,1749 -,,,,,,,,4714,13653,3899,1862 -,,,,,,,,4715,14376,4106,1960 -,,,,,,,,4716,14958,4272,2040 -,,,,,,,,4717,15407,4400,2100 -,,,,,,,,4718,15793,4511,2153 -,,,,,,,,4719,15875,4534,2165 -,,,,,,,,4720,15907,4543,2169 -,,,,,,,,4721,15877,4534,2165 -,,,,,,,,4722,15759,4501,2149 -,,,,,,,,4723,15392,4396,2099 -,,,,,,,,4724,14909,4258,2033 -,,,,,,,,4725,14720,4204,2007 -,,,,,,,,4726,14135,4037,1927 -,,,,,,,,4727,12785,3651,1743 -,,,,,,,,4728,11449,3270,1561 -,,,,,,,,4729,10503,3000,1432 -,,,,,,,,4730,9889,2825,1348 -,,,,,,,,4731,9493,2711,1294 -,,,,,,,,4732,9245,2640,1261 -,,,,,,,,4733,9268,2647,1263 -,,,,,,,,4734,9643,2754,1315 -,,,,,,,,4735,10684,3051,1457 -,,,,,,,,4736,12036,3437,1641 -,,,,,,,,4737,13120,3747,1789 -,,,,,,,,4738,14080,4021,1919 -,,,,,,,,4739,14910,4258,2033 -,,,,,,,,4740,15478,4421,2110 -,,,,,,,,4741,15870,4533,2164 -,,,,,,,,4742,16225,4633,2212 -,,,,,,,,4743,16448,4698,2242 -,,,,,,,,4744,16617,4746,2266 -,,,,,,,,4745,16717,4774,2279 -,,,,,,,,4746,16579,4735,2261 -,,,,,,,,4747,16199,4626,2209 -,,,,,,,,4748,15701,4484,2140 -,,,,,,,,4749,15416,4403,2102 -,,,,,,,,4750,14854,4243,2025 -,,,,,,,,4751,13581,3878,1852 -,,,,,,,,4752,12317,3518,1679 -,,,,,,,,4753,11428,3264,1558 -,,,,,,,,4754,10876,3106,1483 -,,,,,,,,4755,10527,3006,1435 -,,,,,,,,4756,10316,2946,1407 -,,,,,,,,4757,10305,2943,1405 -,,,,,,,,4758,10666,3046,1454 -,,,,,,,,4759,11610,3316,1583 -,,,,,,,,4760,12998,3712,1772 -,,,,,,,,4761,13972,3990,1905 -,,,,,,,,4762,14756,4214,2012 -,,,,,,,,4763,15564,4445,2122 -,,,,,,,,4764,16180,4621,2206 -,,,,,,,,4765,16567,4732,2259 -,,,,,,,,4766,16579,4735,2261 -,,,,,,,,4767,16191,4624,2207 -,,,,,,,,4768,15434,4408,2105 -,,,,,,,,4769,14862,4244,2026 -,,,,,,,,4770,14616,4174,1993 -,,,,,,,,4771,14244,4068,1942 -,,,,,,,,4772,13888,3967,1893 -,,,,,,,,4773,13782,3937,1879 -,,,,,,,,4774,13334,3808,1818 -,,,,,,,,4775,12202,3485,1664 -,,,,,,,,4776,11020,3147,1503 -,,,,,,,,4777,10113,2888,1378 -,,,,,,,,4778,9460,2702,1290 -,,,,,,,,4779,9045,2583,1233 -,,,,,,,,4780,8791,2511,1198 -,,,,,,,,4781,8777,2506,1196 -,,,,,,,,4782,9086,2595,1239 -,,,,,,,,4783,9840,2810,1342 -,,,,,,,,4784,10757,3072,1467 -,,,,,,,,4785,11290,3225,1540 -,,,,,,,,4786,11661,3331,1590 -,,,,,,,,4787,12023,3434,1639 -,,,,,,,,4788,12273,3506,1673 -,,,,,,,,4789,12425,3549,1694 -,,,,,,,,4790,12644,3611,1724 -,,,,,,,,4791,12722,3633,1735 -,,,,,,,,4792,12820,3661,1748 -,,,,,,,,4793,12921,3690,1762 -,,,,,,,,4794,12885,3680,1757 -,,,,,,,,4795,12514,3574,1707 -,,,,,,,,4796,12068,3446,1645 -,,,,,,,,4797,11994,3426,1635 -,,,,,,,,4798,11578,3306,1579 -,,,,,,,,4799,10569,3018,1441 -,,,,,,,,4800,9506,2715,1296 -,,,,,,,,4801,8709,2488,1187 -,,,,,,,,4802,8246,2355,1124 -,,,,,,,,4803,7952,2271,1084 -,,,,,,,,4804,7819,2233,1066 -,,,,,,,,4805,7898,2256,1077 -,,,,,,,,4806,8298,2369,1131 -,,,,,,,,4807,9095,2598,1240 -,,,,,,,,4808,10038,2867,1368 -,,,,,,,,4809,10658,3044,1453 -,,,,,,,,4810,10981,3136,1497 -,,,,,,,,4811,11194,3197,1526 -,,,,,,,,4812,11231,3207,1531 -,,,,,,,,4813,11176,3192,1524 -,,,,,,,,4814,11164,3189,1522 -,,,,,,,,4815,11055,3157,1507 -,,,,,,,,4816,10895,3111,1485 -,,,,,,,,4817,10808,3086,1474 -,,,,,,,,4818,10694,3054,1458 -,,,,,,,,4819,10434,2980,1423 -,,,,,,,,4820,10219,2919,1393 -,,,,,,,,4821,10306,2944,1405 -,,,,,,,,4822,10050,2870,1370 -,,,,,,,,4823,9270,2648,1264 -,,,,,,,,4824,8395,2398,1145 -,,,,,,,,4825,7709,2202,1051 -,,,,,,,,4826,7263,2074,990 -,,,,,,,,4827,6990,1996,953 -,,,,,,,,4828,6839,1953,933 -,,,,,,,,4829,6817,1947,929 -,,,,,,,,4830,6868,1962,936 -,,,,,,,,4831,7216,2061,984 -,,,,,,,,4832,7939,2268,1082 -,,,,,,,,4833,8804,2514,1200 -,,,,,,,,4834,9461,2702,1290 -,,,,,,,,4835,9878,2821,1347 -,,,,,,,,4836,10121,2890,1380 -,,,,,,,,4837,10244,2925,1397 -,,,,,,,,4838,10305,2943,1405 -,,,,,,,,4839,10361,2960,1413 -,,,,,,,,4840,10448,2984,1424 -,,,,,,,,4841,10582,3022,1443 -,,,,,,,,4842,10647,3040,1452 -,,,,,,,,4843,10513,3002,1434 -,,,,,,,,4844,10187,2910,1389 -,,,,,,,,4845,10152,2900,1384 -,,,,,,,,4846,9931,2836,1354 -,,,,,,,,4847,9213,2631,1256 -,,,,,,,,4848,8419,2404,1147 -,,,,,,,,4849,7742,2211,1055 -,,,,,,,,4850,7307,2087,996 -,,,,,,,,4851,7033,2008,959 -,,,,,,,,4852,6863,1960,935 -,,,,,,,,4853,6795,1941,926 -,,,,,,,,4854,6728,1922,917 -,,,,,,,,4855,6934,1980,945 -,,,,,,,,4856,7554,2158,1030 -,,,,,,,,4857,8403,2400,1146 -,,,,,,,,4858,9173,2620,1251 -,,,,,,,,4859,9807,2800,1337 -,,,,,,,,4860,10319,2947,1407 -,,,,,,,,4861,10683,3051,1456 -,,,,,,,,4862,10892,3111,1485 -,,,,,,,,4863,11086,3166,1511 -,,,,,,,,4864,11282,3222,1538 -,,,,,,,,4865,11542,3296,1574 -,,,,,,,,4866,11705,3343,1595 -,,,,,,,,4867,11579,3307,1579 -,,,,,,,,4868,11269,3219,1536 -,,,,,,,,4869,11276,3221,1537 -,,,,,,,,4870,10993,3140,1499 -,,,,,,,,4871,10136,2895,1382 -,,,,,,,,4872,9204,2629,1255 -,,,,,,,,4873,8503,2429,1159 -,,,,,,,,4874,8049,2299,1097 -,,,,,,,,4875,7789,2224,1062 -,,,,,,,,4876,7698,2199,1050 -,,,,,,,,4877,7855,2244,1070 -,,,,,,,,4878,8355,2386,1139 -,,,,,,,,4879,9252,2643,1262 -,,,,,,,,4880,10317,2946,1407 -,,,,,,,,4881,11097,3170,1513 -,,,,,,,,4882,11679,3336,1592 -,,,,,,,,4883,12225,3492,1666 -,,,,,,,,4884,12661,3616,1727 -,,,,,,,,4885,12965,3703,1767 -,,,,,,,,4886,13402,3828,1827 -,,,,,,,,4887,13743,3925,1873 -,,,,,,,,4888,13994,3997,1908 -,,,,,,,,4889,14146,4040,1929 -,,,,,,,,4890,14089,4024,1921 -,,,,,,,,4891,13759,3930,1876 -,,,,,,,,4892,13411,3830,1828 -,,,,,,,,4893,13436,3837,1832 -,,,,,,,,4894,12935,3694,1763 -,,,,,,,,4895,11812,3373,1611 -,,,,,,,,4896,10659,3044,1453 -,,,,,,,,4897,9823,2805,1339 -,,,,,,,,4898,9304,2657,1268 -,,,,,,,,4899,8976,2564,1224 -,,,,,,,,4900,8828,2521,1203 -,,,,,,,,4901,8898,2541,1213 -,,,,,,,,4902,9294,2655,1267 -,,,,,,,,4903,10147,2898,1383 -,,,,,,,,4904,11312,3231,1542 -,,,,,,,,4905,12317,3518,1679 -,,,,,,,,4906,13142,3754,1792 -,,,,,,,,4907,13876,3963,1892 -,,,,,,,,4908,14352,4099,1957 -,,,,,,,,4909,14766,4217,2014 -,,,,,,,,4910,15124,4319,2062 -,,,,,,,,4911,15260,4358,2080 -,,,,,,,,4912,15127,4320,2062 -,,,,,,,,4913,14868,4247,2027 -,,,,,,,,4914,14538,4152,1982 -,,,,,,,,4915,14018,4003,1911 -,,,,,,,,4916,13486,3852,1839 -,,,,,,,,4917,13252,3785,1807 -,,,,,,,,4918,12536,3581,1709 -,,,,,,,,4919,11223,3205,1530 -,,,,,,,,4920,9950,2842,1357 -,,,,,,,,4921,8983,2565,1225 -,,,,,,,,4922,8359,2387,1140 -,,,,,,,,4923,7973,2277,1087 -,,,,,,,,4924,7747,2213,1056 -,,,,,,,,4925,7777,2221,1060 -,,,,,,,,4926,8117,2319,1106 -,,,,,,,,4927,8937,2553,1218 -,,,,,,,,4928,9991,2854,1362 -,,,,,,,,4929,10734,3065,1464 -,,,,,,,,4930,11242,3211,1533 -,,,,,,,,4931,11641,3325,1587 -,,,,,,,,4932,11899,3398,1622 -,,,,,,,,4933,12074,3449,1646 -,,,,,,,,4934,12324,3520,1681 -,,,,,,,,4935,12535,3580,1709 -,,,,,,,,4936,12728,3635,1735 -,,,,,,,,4937,12896,3683,1758 -,,,,,,,,4938,12889,3681,1757 -,,,,,,,,4939,12544,3582,1711 -,,,,,,,,4940,12095,3455,1649 -,,,,,,,,4941,12113,3460,1651 -,,,,,,,,4942,11651,3327,1589 -,,,,,,,,4943,10594,3025,1444 -,,,,,,,,4944,9510,2716,1297 -,,,,,,,,4945,8759,2502,1194 -,,,,,,,,4946,8264,2360,1126 -,,,,,,,,4947,7967,2275,1086 -,,,,,,,,4948,7849,2242,1070 -,,,,,,,,4949,7954,2272,1085 -,,,,,,,,4950,8455,2415,1152 -,,,,,,,,4951,9376,2678,1278 -,,,,,,,,4952,10378,2964,1415 -,,,,,,,,4953,11047,3156,1506 -,,,,,,,,4954,11506,3286,1569 -,,,,,,,,4955,11849,3384,1615 -,,,,,,,,4956,12046,3441,1642 -,,,,,,,,4957,12214,3489,1666 -,,,,,,,,4958,12573,3592,1714 -,,,,,,,,4959,12889,3682,1757 -,,,,,,,,4960,13180,3765,1797 -,,,,,,,,4961,13473,3848,1837 -,,,,,,,,4962,13632,3893,1858 -,,,,,,,,4963,13487,3852,1839 -,,,,,,,,4964,13286,3795,1812 -,,,,,,,,4965,13151,3756,1793 -,,,,,,,,4966,12499,3570,1704 -,,,,,,,,4967,11417,3260,1556 -,,,,,,,,4968,10339,2953,1409 -,,,,,,,,4969,9548,2727,1302 -,,,,,,,,4970,9013,2574,1229 -,,,,,,,,4971,8661,2474,1181 -,,,,,,,,4972,8485,2424,1156 -,,,,,,,,4973,8561,2445,1167 -,,,,,,,,4974,9043,2583,1233 -,,,,,,,,4975,9888,2825,1348 -,,,,,,,,4976,10867,3104,1481 -,,,,,,,,4977,11565,3303,1577 -,,,,,,,,4978,12137,3466,1655 -,,,,,,,,4979,12638,3610,1723 -,,,,,,,,4980,13000,3713,1772 -,,,,,,,,4981,13226,3777,1803 -,,,,,,,,4982,13377,3821,1824 -,,,,,,,,4983,13376,3821,1823 -,,,,,,,,4984,13308,3801,1814 -,,,,,,,,4985,13228,3778,1803 -,,,,,,,,4986,13113,3746,1788 -,,,,,,,,4987,12794,3654,1744 -,,,,,,,,4988,12404,3543,1691 -,,,,,,,,4989,12263,3502,1672 -,,,,,,,,4990,11882,3394,1620 -,,,,,,,,4991,10973,3134,1496 -,,,,,,,,4992,9977,2850,1360 -,,,,,,,,4993,9158,2615,1248 -,,,,,,,,4994,8580,2450,1170 -,,,,,,,,4995,8199,2342,1118 -,,,,,,,,4996,7968,2276,1086 -,,,,,,,,4997,7916,2261,1079 -,,,,,,,,4998,7986,2281,1089 -,,,,,,,,4999,8292,2369,1130 -,,,,,,,,5000,9026,2578,1231 -,,,,,,,,5001,9953,2843,1357 -,,,,,,,,5002,10782,3080,1470 -,,,,,,,,5003,11373,3248,1550 -,,,,,,,,5004,11686,3337,1593 -,,,,,,,,5005,11806,3371,1610 -,,,,,,,,5006,11814,3374,1611 -,,,,,,,,5007,11721,3347,1598 -,,,,,,,,5008,11451,3271,1561 -,,,,,,,,5009,11217,3204,1530 -,,,,,,,,5010,11106,3172,1515 -,,,,,,,,5011,10936,3123,1491 -,,,,,,,,5012,10791,3081,1471 -,,,,,,,,5013,10794,3083,1472 -,,,,,,,,5014,10410,2973,1419 -,,,,,,,,5015,9728,2778,1326 -,,,,,,,,5016,8964,2560,1222 -,,,,,,,,5017,8300,2370,1131 -,,,,,,,,5018,7867,2247,1072 -,,,,,,,,5019,7584,2166,1034 -,,,,,,,,5020,7420,2119,1011 -,,,,,,,,5021,7381,2108,1006 -,,,,,,,,5022,7439,2124,1014 -,,,,,,,,5023,7568,2161,1031 -,,,,,,,,5024,8060,2302,1099 -,,,,,,,,5025,8761,2502,1195 -,,,,,,,,5026,9390,2682,1280 -,,,,,,,,5027,9825,2806,1339 -,,,,,,,,5028,10151,2899,1384 -,,,,,,,,5029,10348,2955,1411 -,,,,,,,,5030,10372,2962,1414 -,,,,,,,,5031,10339,2953,1409 -,,,,,,,,5032,10290,2939,1403 -,,,,,,,,5033,10390,2968,1417 -,,,,,,,,5034,10534,3009,1436 -,,,,,,,,5035,10475,2991,1428 -,,,,,,,,5036,10325,2949,1408 -,,,,,,,,5037,10438,2981,1423 -,,,,,,,,5038,10130,2893,1381 -,,,,,,,,5039,9363,2675,1277 -,,,,,,,,5040,8531,2436,1163 -,,,,,,,,5041,7873,2249,1073 -,,,,,,,,5042,7464,2132,1017 -,,,,,,,,5043,7232,2065,986 -,,,,,,,,5044,7138,2038,973 -,,,,,,,,5045,7286,2081,993 -,,,,,,,,5046,7725,2207,1053 -,,,,,,,,5047,8581,2451,1170 -,,,,,,,,5048,9682,2765,1320 -,,,,,,,,5049,10527,3006,1435 -,,,,,,,,5050,11156,3186,1521 -,,,,,,,,5051,11706,3343,1596 -,,,,,,,,5052,12107,3458,1651 -,,,,,,,,5053,12409,3544,1691 -,,,,,,,,5054,12741,3639,1737 -,,,,,,,,5055,12957,3701,1767 -,,,,,,,,5056,13076,3735,1783 -,,,,,,,,5057,13178,3764,1797 -,,,,,,,,5058,13105,3742,1787 -,,,,,,,,5059,12754,3642,1739 -,,,,,,,,5060,12278,3506,1674 -,,,,,,,,5061,12165,3475,1659 -,,,,,,,,5062,11609,3316,1583 -,,,,,,,,5063,10468,2990,1427 -,,,,,,,,5064,9345,2669,1274 -,,,,,,,,5065,8529,2436,1163 -,,,,,,,,5066,8022,2291,1094 -,,,,,,,,5067,7722,2205,1053 -,,,,,,,,5068,7572,2163,1032 -,,,,,,,,5069,7662,2189,1045 -,,,,,,,,5070,8086,2309,1102 -,,,,,,,,5071,8924,2549,1216 -,,,,,,,,5072,9968,2847,1359 -,,,,,,,,5073,10714,3060,1460 -,,,,,,,,5074,11246,3212,1534 -,,,,,,,,5075,11707,3344,1596 -,,,,,,,,5076,11990,3425,1635 -,,,,,,,,5077,12154,3471,1657 -,,,,,,,,5078,12338,3524,1682 -,,,,,,,,5079,12340,3525,1682 -,,,,,,,,5080,12210,3487,1665 -,,,,,,,,5081,12083,3451,1647 -,,,,,,,,5082,11950,3413,1629 -,,,,,,,,5083,11731,3351,1600 -,,,,,,,,5084,11567,3304,1577 -,,,,,,,,5085,11642,3325,1587 -,,,,,,,,5086,11121,3176,1516 -,,,,,,,,5087,10149,2899,1383 -,,,,,,,,5088,9201,2628,1254 -,,,,,,,,5089,8486,2424,1156 -,,,,,,,,5090,8036,2295,1095 -,,,,,,,,5091,7762,2217,1058 -,,,,,,,,5092,7648,2184,1043 -,,,,,,,,5093,7767,2219,1059 -,,,,,,,,5094,8252,2357,1125 -,,,,,,,,5095,9124,2606,1244 -,,,,,,,,5096,10202,2914,1391 -,,,,,,,,5097,11001,3142,1500 -,,,,,,,,5098,11664,3331,1590 -,,,,,,,,5099,12249,3499,1670 -,,,,,,,,5100,12679,3621,1728 -,,,,,,,,5101,13002,3713,1772 -,,,,,,,,5102,13287,3795,1812 -,,,,,,,,5103,13384,3822,1825 -,,,,,,,,5104,13258,3787,1807 -,,,,,,,,5105,13148,3756,1793 -,,,,,,,,5106,12990,3710,1771 -,,,,,,,,5107,12693,3625,1731 -,,,,,,,,5108,12415,3546,1693 -,,,,,,,,5109,12435,3551,1696 -,,,,,,,,5110,11945,3411,1629 -,,,,,,,,5111,10873,3105,1482 -,,,,,,,,5112,9809,2801,1338 -,,,,,,,,5113,9046,2584,1233 -,,,,,,,,5114,8557,2444,1166 -,,,,,,,,5115,8247,2355,1124 -,,,,,,,,5116,8143,2325,1110 -,,,,,,,,5117,8247,2355,1124 -,,,,,,,,5118,8732,2494,1191 -,,,,,,,,5119,9618,2747,1311 -,,,,,,,,5120,10744,3069,1464 -,,,,,,,,5121,11659,3330,1590 -,,,,,,,,5122,12476,3563,1701 -,,,,,,,,5123,13248,3784,1807 -,,,,,,,,5124,13850,3956,1888 -,,,,,,,,5125,14264,4074,1945 -,,,,,,,,5126,14667,4189,1999 -,,,,,,,,5127,14912,4259,2033 -,,,,,,,,5128,15064,4303,2054 -,,,,,,,,5129,15137,4323,2064 -,,,,,,,,5130,15065,4303,2054 -,,,,,,,,5131,14727,4206,2008 -,,,,,,,,5132,14260,4072,1944 -,,,,,,,,5133,14146,4040,1929 -,,,,,,,,5134,13542,3867,1847 -,,,,,,,,5135,12298,3512,1676 -,,,,,,,,5136,11092,3168,1512 -,,,,,,,,5137,10127,2892,1381 -,,,,,,,,5138,9512,2716,1297 -,,,,,,,,5139,9087,2595,1239 -,,,,,,,,5140,8869,2533,1209 -,,,,,,,,5141,8912,2545,1215 -,,,,,,,,5142,9341,2668,1273 -,,,,,,,,5143,10202,2914,1391 -,,,,,,,,5144,11330,3236,1545 -,,,,,,,,5145,12349,3527,1684 -,,,,,,,,5146,13260,3787,1808 -,,,,,,,,5147,14141,4039,1929 -,,,,,,,,5148,14796,4226,2017 -,,,,,,,,5149,15246,4354,2079 -,,,,,,,,5150,15635,4466,2132 -,,,,,,,,5151,15895,4540,2167 -,,,,,,,,5152,15988,4566,2180 -,,,,,,,,5153,15980,4563,2179 -,,,,,,,,5154,15768,4503,2150 -,,,,,,,,5155,15259,4358,2080 -,,,,,,,,5156,14744,4211,2010 -,,,,,,,,5157,14623,4176,1994 -,,,,,,,,5158,14068,4017,1918 -,,,,,,,,5159,12939,3695,1764 -,,,,,,,,5160,11753,3356,1602 -,,,,,,,,5161,10709,3058,1460 -,,,,,,,,5162,10050,2870,1370 -,,,,,,,,5163,9566,2732,1304 -,,,,,,,,5164,9257,2644,1262 -,,,,,,,,5165,9121,2605,1243 -,,,,,,,,5166,9160,2616,1249 -,,,,,,,,5167,9476,2706,1292 -,,,,,,,,5168,10334,2951,1408 -,,,,,,,,5169,11458,3272,1562 -,,,,,,,,5170,12492,3568,1703 -,,,,,,,,5171,13398,3827,1827 -,,,,,,,,5172,14068,4017,1918 -,,,,,,,,5173,14484,4137,1974 -,,,,,,,,5174,14729,4207,2009 -,,,,,,,,5175,14868,4247,2027 -,,,,,,,,5176,14882,4250,2029 -,,,,,,,,5177,14754,4213,2012 -,,,,,,,,5178,14477,4135,1974 -,,,,,,,,5179,13989,3995,1908 -,,,,,,,,5180,13512,3859,1843 -,,,,,,,,5181,13453,3842,1834 -,,,,,,,,5182,12956,3700,1767 -,,,,,,,,5183,12051,3441,1643 -,,,,,,,,5184,11074,3163,1509 -,,,,,,,,5185,10275,2935,1401 -,,,,,,,,5186,9702,2771,1322 -,,,,,,,,5187,9332,2665,1272 -,,,,,,,,5188,9095,2598,1240 -,,,,,,,,5189,9011,2574,1228 -,,,,,,,,5190,9042,2583,1232 -,,,,,,,,5191,9233,2637,1259 -,,,,,,,,5192,9911,2831,1351 -,,,,,,,,5193,10890,3111,1484 -,,,,,,,,5194,11930,3407,1626 -,,,,,,,,5195,12790,3653,1744 -,,,,,,,,5196,13493,3854,1840 -,,,,,,,,5197,14017,4003,1911 -,,,,,,,,5198,14261,4073,1944 -,,,,,,,,5199,14332,4093,1954 -,,,,,,,,5200,14338,4095,1955 -,,,,,,,,5201,14244,4068,1942 -,,,,,,,,5202,13952,3985,1902 -,,,,,,,,5203,13664,3902,1863 -,,,,,,,,5204,13451,3842,1834 -,,,,,,,,5205,13376,3820,1823 -,,,,,,,,5206,12834,3665,1750 -,,,,,,,,5207,11899,3398,1622 -,,,,,,,,5208,10905,3115,1487 -,,,,,,,,5209,10097,2884,1377 -,,,,,,,,5210,9596,2740,1308 -,,,,,,,,5211,9296,2655,1267 -,,,,,,,,5212,9149,2613,1247 -,,,,,,,,5213,9264,2646,1263 -,,,,,,,,5214,9738,2781,1328 -,,,,,,,,5215,10574,3020,1442 -,,,,,,,,5216,11733,3351,1600 -,,,,,,,,5217,12655,3614,1726 -,,,,,,,,5218,13304,3800,1814 -,,,,,,,,5219,13680,3907,1865 -,,,,,,,,5220,13970,3990,1904 -,,,,,,,,5221,14152,4042,1929 -,,,,,,,,5222,14325,4092,1954 -,,,,,,,,5223,14394,4111,1963 -,,,,,,,,5224,14423,4119,1967 -,,,,,,,,5225,14360,4102,1958 -,,,,,,,,5226,14119,4032,1925 -,,,,,,,,5227,13579,3878,1852 -,,,,,,,,5228,13008,3715,1773 -,,,,,,,,5229,12860,3672,1753 -,,,,,,,,5230,12148,3469,1656 -,,,,,,,,5231,10890,3110,1484 -,,,,,,,,5232,9729,2778,1326 -,,,,,,,,5233,8841,2525,1206 -,,,,,,,,5234,8290,2368,1130 -,,,,,,,,5235,7940,2268,1082 -,,,,,,,,5236,7780,2222,1060 -,,,,,,,,5237,7842,2240,1069 -,,,,,,,,5238,8243,2354,1124 -,,,,,,,,5239,9050,2584,1234 -,,,,,,,,5240,10120,2890,1380 -,,,,,,,,5241,10886,3109,1484 -,,,,,,,,5242,11513,3288,1570 -,,,,,,,,5243,12082,3451,1647 -,,,,,,,,5244,12519,3576,1707 -,,,,,,,,5245,12823,3662,1748 -,,,,,,,,5246,13148,3755,1793 -,,,,,,,,5247,13329,3807,1817 -,,,,,,,,5248,13448,3841,1833 -,,,,,,,,5249,13506,3857,1842 -,,,,,,,,5250,13365,3817,1823 -,,,,,,,,5251,12977,3706,1769 -,,,,,,,,5252,12581,3593,1716 -,,,,,,,,5253,12628,3606,1721 -,,,,,,,,5254,12040,3439,1641 -,,,,,,,,5255,10917,3118,1489 -,,,,,,,,5256,9815,2803,1338 -,,,,,,,,5257,8987,2567,1225 -,,,,,,,,5258,8439,2410,1151 -,,,,,,,,5259,8082,2308,1101 -,,,,,,,,5260,7904,2258,1077 -,,,,,,,,5261,7989,2282,1089 -,,,,,,,,5262,8431,2408,1150 -,,,,,,,,5263,9267,2647,1263 -,,,,,,,,5264,10384,2965,1416 -,,,,,,,,5265,11330,3236,1545 -,,,,,,,,5266,12128,3464,1654 -,,,,,,,,5267,12897,3683,1758 -,,,,,,,,5268,13475,3848,1837 -,,,,,,,,5269,13885,3966,1893 -,,,,,,,,5270,14265,4074,1945 -,,,,,,,,5271,14470,4132,1973 -,,,,,,,,5272,14565,4160,1986 -,,,,,,,,5273,14527,4149,1981 -,,,,,,,,5274,14322,4091,1953 -,,,,,,,,5275,13926,3977,1898 -,,,,,,,,5276,13589,3881,1853 -,,,,,,,,5277,13634,3894,1859 -,,,,,,,,5278,12975,3706,1769 -,,,,,,,,5279,11796,3369,1608 -,,,,,,,,5280,10595,3026,1444 -,,,,,,,,5281,9672,2762,1318 -,,,,,,,,5282,9147,2613,1247 -,,,,,,,,5283,8794,2512,1199 -,,,,,,,,5284,8631,2465,1176 -,,,,,,,,5285,8713,2489,1188 -,,,,,,,,5286,9214,2632,1256 -,,,,,,,,5287,10065,2875,1372 -,,,,,,,,5288,11176,3192,1524 -,,,,,,,,5289,12139,3467,1655 -,,,,,,,,5290,13013,3716,1774 -,,,,,,,,5291,13854,3957,1889 -,,,,,,,,5292,14496,4140,1976 -,,,,,,,,5293,14926,4262,2035 -,,,,,,,,5294,15280,4364,2084 -,,,,,,,,5295,15412,4402,2101 -,,,,,,,,5296,15428,4407,2104 -,,,,,,,,5297,15336,4379,2091 -,,,,,,,,5298,15060,4301,2053 -,,,,,,,,5299,14544,4153,1983 -,,,,,,,,5300,14187,4052,1934 -,,,,,,,,5301,14168,4046,1932 -,,,,,,,,5302,13459,3844,1835 -,,,,,,,,5303,12278,3506,1674 -,,,,,,,,5304,11108,3172,1515 -,,,,,,,,5305,10240,2925,1396 -,,,,,,,,5306,9706,2772,1323 -,,,,,,,,5307,9356,2672,1276 -,,,,,,,,5308,9200,2628,1254 -,,,,,,,,5309,9282,2651,1266 -,,,,,,,,5310,9783,2794,1333 -,,,,,,,,5311,10645,3040,1451 -,,,,,,,,5312,11749,3356,1602 -,,,,,,,,5313,12660,3616,1726 -,,,,,,,,5314,13396,3826,1827 -,,,,,,,,5315,13980,3992,1906 -,,,,,,,,5316,14370,4104,1959 -,,,,,,,,5317,14459,4129,1971 -,,,,,,,,5318,14379,4107,1960 -,,,,,,,,5319,14083,4022,1920 -,,,,,,,,5320,13676,3906,1865 -,,,,,,,,5321,13431,3836,1832 -,,,,,,,,5322,13155,3757,1793 -,,,,,,,,5323,12789,3652,1744 -,,,,,,,,5324,12523,3576,1707 -,,,,,,,,5325,12521,3576,1707 -,,,,,,,,5326,12052,3442,1643 -,,,,,,,,5327,11210,3201,1529 -,,,,,,,,5328,10273,2934,1401 -,,,,,,,,5329,9510,2715,1297 -,,,,,,,,5330,9001,2571,1227 -,,,,,,,,5331,8664,2474,1181 -,,,,,,,,5332,8475,2420,1156 -,,,,,,,,5333,8417,2404,1147 -,,,,,,,,5334,8517,2432,1161 -,,,,,,,,5335,8800,2514,1200 -,,,,,,,,5336,9531,2722,1299 -,,,,,,,,5337,10434,2980,1423 -,,,,,,,,5338,11266,3217,1536 -,,,,,,,,5339,11964,3416,1631 -,,,,,,,,5340,12382,3536,1688 -,,,,,,,,5341,12626,3606,1721 -,,,,,,,,5342,12774,3648,1741 -,,,,,,,,5343,12855,3671,1752 -,,,,,,,,5344,12918,3689,1762 -,,,,,,,,5345,12970,3704,1768 -,,,,,,,,5346,12947,3697,1765 -,,,,,,,,5347,12741,3639,1737 -,,,,,,,,5348,12530,3579,1708 -,,,,,,,,5349,12605,3600,1718 -,,,,,,,,5350,12141,3467,1656 -,,,,,,,,5351,11342,3239,1546 -,,,,,,,,5352,10448,2984,1424 -,,,,,,,,5353,9687,2766,1321 -,,,,,,,,5354,9169,2619,1250 -,,,,,,,,5355,8803,2514,1200 -,,,,,,,,5356,8602,2456,1172 -,,,,,,,,5357,8528,2435,1162 -,,,,,,,,5358,8596,2454,1171 -,,,,,,,,5359,8740,2496,1191 -,,,,,,,,5360,9186,2624,1252 -,,,,,,,,5361,9951,2842,1357 -,,,,,,,,5362,10741,3067,1464 -,,,,,,,,5363,11425,3263,1558 -,,,,,,,,5364,11959,3415,1631 -,,,,,,,,5365,12364,3531,1686 -,,,,,,,,5366,12618,3604,1721 -,,,,,,,,5367,12858,3672,1753 -,,,,,,,,5368,13072,3733,1782 -,,,,,,,,5369,13228,3778,1803 -,,,,,,,,5370,13260,3787,1808 -,,,,,,,,5371,13057,3728,1780 -,,,,,,,,5372,12766,3646,1741 -,,,,,,,,5373,12822,3661,1748 -,,,,,,,,5374,12217,3489,1666 -,,,,,,,,5375,11179,3192,1525 -,,,,,,,,5376,10117,2890,1379 -,,,,,,,,5377,9301,2656,1268 -,,,,,,,,5378,8763,2503,1195 -,,,,,,,,5379,8423,2405,1148 -,,,,,,,,5380,8247,2355,1124 -,,,,,,,,5381,8316,2375,1134 -,,,,,,,,5382,8758,2501,1194 -,,,,,,,,5383,9515,2718,1298 -,,,,,,,,5384,10599,3027,1445 -,,,,,,,,5385,11508,3286,1569 -,,,,,,,,5386,12270,3504,1673 -,,,,,,,,5387,12933,3693,1763 -,,,,,,,,5388,13400,3827,1827 -,,,,,,,,5389,13702,3913,1868 -,,,,,,,,5390,13977,3992,1906 -,,,,,,,,5391,14161,4044,1931 -,,,,,,,,5392,14240,4067,1942 -,,,,,,,,5393,14309,4087,1951 -,,,,,,,,5394,14209,4057,1937 -,,,,,,,,5395,13768,3932,1878 -,,,,,,,,5396,13349,3812,1820 -,,,,,,,,5397,13305,3800,1814 -,,,,,,,,5398,12499,3570,1704 -,,,,,,,,5399,11273,3220,1537 -,,,,,,,,5400,10098,2884,1377 -,,,,,,,,5401,9228,2635,1258 -,,,,,,,,5402,8653,2471,1180 -,,,,,,,,5403,8280,2364,1129 -,,,,,,,,5404,8098,2313,1104 -,,,,,,,,5405,8157,2329,1112 -,,,,,,,,5406,8628,2464,1176 -,,,,,,,,5407,9412,2688,1283 -,,,,,,,,5408,10495,2997,1431 -,,,,,,,,5409,11344,3240,1547 -,,,,,,,,5410,12073,3448,1646 -,,,,,,,,5411,12680,3621,1729 -,,,,,,,,5412,13090,3738,1785 -,,,,,,,,5413,13324,3806,1817 -,,,,,,,,5414,13491,3853,1839 -,,,,,,,,5415,13537,3866,1846 -,,,,,,,,5416,13487,3852,1839 -,,,,,,,,5417,13460,3844,1835 -,,,,,,,,5418,13310,3802,1815 -,,,,,,,,5419,12983,3707,1770 -,,,,,,,,5420,12775,3648,1741 -,,,,,,,,5421,12873,3677,1755 -,,,,,,,,5422,12195,3483,1663 -,,,,,,,,5423,11095,3169,1513 -,,,,,,,,5424,10017,2861,1366 -,,,,,,,,5425,9264,2645,1263 -,,,,,,,,5426,8769,2504,1196 -,,,,,,,,5427,8464,2417,1154 -,,,,,,,,5428,8336,2381,1136 -,,,,,,,,5429,8434,2409,1150 -,,,,,,,,5430,8961,2559,1222 -,,,,,,,,5431,9857,2815,1344 -,,,,,,,,5432,10746,3069,1465 -,,,,,,,,5433,11306,3229,1541 -,,,,,,,,5434,11716,3346,1597 -,,,,,,,,5435,12249,3498,1670 -,,,,,,,,5436,12779,3650,1742 -,,,,,,,,5437,13177,3763,1797 -,,,,,,,,5438,13545,3868,1847 -,,,,,,,,5439,13728,3921,1872 -,,,,,,,,5440,13802,3942,1882 -,,,,,,,,5441,13741,3924,1873 -,,,,,,,,5442,13524,3862,1844 -,,,,,,,,5443,13168,3761,1796 -,,,,,,,,5444,13022,3719,1776 -,,,,,,,,5445,12984,3707,1770 -,,,,,,,,5446,12263,3502,1672 -,,,,,,,,5447,11138,3181,1519 -,,,,,,,,5448,10030,2865,1368 -,,,,,,,,5449,9170,2619,1250 -,,,,,,,,5450,8622,2462,1176 -,,,,,,,,5451,8290,2368,1130 -,,,,,,,,5452,8144,2326,1110 -,,,,,,,,5453,8212,2345,1120 -,,,,,,,,5454,8709,2488,1187 -,,,,,,,,5455,9555,2729,1302 -,,,,,,,,5456,10478,2992,1428 -,,,,,,,,5457,11231,3208,1531 -,,,,,,,,5458,11915,3403,1625 -,,,,,,,,5459,12542,3582,1710 -,,,,,,,,5460,13007,3715,1773 -,,,,,,,,5461,13307,3801,1814 -,,,,,,,,5462,13570,3876,1850 -,,,,,,,,5463,13718,3917,1870 -,,,,,,,,5464,13779,3935,1878 -,,,,,,,,5465,13802,3942,1882 -,,,,,,,,5466,13658,3901,1863 -,,,,,,,,5467,13204,3771,1800 -,,,,,,,,5468,12794,3654,1744 -,,,,,,,,5469,12758,3643,1739 -,,,,,,,,5470,12019,3432,1639 -,,,,,,,,5471,10886,3109,1484 -,,,,,,,,5472,9742,2782,1328 -,,,,,,,,5473,8905,2544,1214 -,,,,,,,,5474,8347,2384,1138 -,,,,,,,,5475,7998,2284,1090 -,,,,,,,,5476,7822,2234,1066 -,,,,,,,,5477,7877,2250,1074 -,,,,,,,,5478,8298,2370,1131 -,,,,,,,,5479,9032,2580,1232 -,,,,,,,,5480,10023,2863,1367 -,,,,,,,,5481,10930,3121,1490 -,,,,,,,,5482,11698,3341,1595 -,,,,,,,,5483,12415,3546,1692 -,,,,,,,,5484,12962,3702,1767 -,,,,,,,,5485,13411,3831,1828 -,,,,,,,,5486,13832,3950,1886 -,,,,,,,,5487,14093,4025,1921 -,,,,,,,,5488,14180,4050,1933 -,,,,,,,,5489,14170,4047,1932 -,,,,,,,,5490,13925,3977,1898 -,,,,,,,,5491,13400,3827,1827 -,,,,,,,,5492,13094,3739,1785 -,,,,,,,,5493,13026,3720,1776 -,,,,,,,,5494,12323,3520,1681 -,,,,,,,,5495,11265,3217,1536 -,,,,,,,,5496,10211,2916,1392 -,,,,,,,,5497,9341,2668,1273 -,,,,,,,,5498,8754,2500,1193 -,,,,,,,,5499,8361,2388,1140 -,,,,,,,,5500,8106,2314,1105 -,,,,,,,,5501,8011,2288,1092 -,,,,,,,,5502,8106,2315,1105 -,,,,,,,,5503,8309,2373,1133 -,,,,,,,,5504,8809,2516,1201 -,,,,,,,,5505,9466,2704,1291 -,,,,,,,,5506,9985,2852,1361 -,,,,,,,,5507,10317,2946,1407 -,,,,,,,,5508,10518,3004,1434 -,,,,,,,,5509,10550,3013,1439 -,,,,,,,,5510,10520,3005,1434 -,,,,,,,,5511,10480,2993,1428 -,,,,,,,,5512,10443,2982,1424 -,,,,,,,,5513,10474,2991,1428 -,,,,,,,,5514,10471,2991,1428 -,,,,,,,,5515,10335,2951,1409 -,,,,,,,,5516,10196,2912,1390 -,,,,,,,,5517,10317,2946,1407 -,,,,,,,,5518,9840,2810,1342 -,,,,,,,,5519,9106,2600,1242 -,,,,,,,,5520,8307,2373,1132 -,,,,,,,,5521,7659,2188,1045 -,,,,,,,,5522,7206,2058,982 -,,,,,,,,5523,6894,1969,939 -,,,,,,,,5524,6733,1923,918 -,,,,,,,,5525,6663,1903,909 -,,,,,,,,5526,6708,1916,914 -,,,,,,,,5527,6779,1936,924 -,,,,,,,,5528,7275,2078,992 -,,,,,,,,5529,8022,2291,1094 -,,,,,,,,5530,8686,2480,1184 -,,,,,,,,5531,9142,2611,1247 -,,,,,,,,5532,9418,2690,1284 -,,,,,,,,5533,9574,2734,1305 -,,,,,,,,5534,9588,2738,1307 -,,,,,,,,5535,9596,2740,1308 -,,,,,,,,5536,9651,2756,1316 -,,,,,,,,5537,9811,2802,1338 -,,,,,,,,5538,9928,2835,1353 -,,,,,,,,5539,9906,2829,1351 -,,,,,,,,5540,9953,2843,1357 -,,,,,,,,5541,10173,2905,1387 -,,,,,,,,5542,9682,2765,1320 -,,,,,,,,5543,8890,2539,1212 -,,,,,,,,5544,8121,2319,1107 -,,,,,,,,5545,7551,2156,1030 -,,,,,,,,5546,7196,2055,981 -,,,,,,,,5547,6987,1995,953 -,,,,,,,,5548,6915,1975,943 -,,,,,,,,5549,7055,2015,962 -,,,,,,,,5550,7532,2151,1027 -,,,,,,,,5551,8326,2378,1135 -,,,,,,,,5552,9238,2639,1259 -,,,,,,,,5553,9968,2847,1359 -,,,,,,,,5554,10584,3023,1443 -,,,,,,,,5555,11101,3170,1514 -,,,,,,,,5556,11465,3274,1563 -,,,,,,,,5557,11684,3337,1593 -,,,,,,,,5558,11845,3383,1615 -,,,,,,,,5559,11878,3392,1620 -,,,,,,,,5560,11856,3386,1616 -,,,,,,,,5561,11874,3391,1619 -,,,,,,,,5562,11835,3380,1614 -,,,,,,,,5563,11522,3291,1571 -,,,,,,,,5564,11361,3245,1549 -,,,,,,,,5565,11462,3273,1563 -,,,,,,,,5566,10755,3071,1466 -,,,,,,,,5567,9727,2778,1326 -,,,,,,,,5568,8750,2499,1193 -,,,,,,,,5569,8051,2299,1098 -,,,,,,,,5570,7659,2188,1044 -,,,,,,,,5571,7406,2115,1010 -,,,,,,,,5572,7306,2086,996 -,,,,,,,,5573,7445,2126,1014 -,,,,,,,,5574,7989,2282,1089 -,,,,,,,,5575,8862,2531,1208 -,,,,,,,,5576,9775,2792,1332 -,,,,,,,,5577,10469,2990,1428 -,,,,,,,,5578,11051,3156,1507 -,,,,,,,,5579,11567,3303,1577 -,,,,,,,,5580,11911,3401,1624 -,,,,,,,,5581,12144,3468,1656 -,,,,,,,,5582,12378,3536,1688 -,,,,,,,,5583,12505,3571,1705 -,,,,,,,,5584,12545,3583,1711 -,,,,,,,,5585,12547,3583,1711 -,,,,,,,,5586,12342,3525,1683 -,,,,,,,,5587,11929,3406,1626 -,,,,,,,,5588,11695,3340,1595 -,,,,,,,,5589,11749,3356,1602 -,,,,,,,,5590,11022,3148,1503 -,,,,,,,,5591,9937,2838,1355 -,,,,,,,,5592,8909,2545,1215 -,,,,,,,,5593,8173,2334,1114 -,,,,,,,,5594,7720,2204,1052 -,,,,,,,,5595,7431,2122,1013 -,,,,,,,,5596,7280,2079,993 -,,,,,,,,5597,7365,2103,1004 -,,,,,,,,5598,7847,2241,1070 -,,,,,,,,5599,8598,2455,1172 -,,,,,,,,5600,9591,2740,1308 -,,,,,,,,5601,10349,2955,1411 -,,,,,,,,5602,10998,3141,1499 -,,,,,,,,5603,11566,3303,1577 -,,,,,,,,5604,11972,3419,1632 -,,,,,,,,5605,12218,3490,1666 -,,,,,,,,5606,12483,3565,1701 -,,,,,,,,5607,12644,3612,1724 -,,,,,,,,5608,12688,3624,1730 -,,,,,,,,5609,12716,3631,1734 -,,,,,,,,5610,12561,3587,1712 -,,,,,,,,5611,12173,3476,1660 -,,,,,,,,5612,11900,3399,1622 -,,,,,,,,5613,11963,3416,1631 -,,,,,,,,5614,11249,3213,1534 -,,,,,,,,5615,10154,2900,1384 -,,,,,,,,5616,9124,2606,1244 -,,,,,,,,5617,8372,2391,1141 -,,,,,,,,5618,7903,2257,1077 -,,,,,,,,5619,7589,2167,1035 -,,,,,,,,5620,7467,2133,1018 -,,,,,,,,5621,7548,2155,1029 -,,,,,,,,5622,8066,2304,1100 -,,,,,,,,5623,8853,2529,1206 -,,,,,,,,5624,9886,2824,1348 -,,,,,,,,5625,10738,3067,1464 -,,,,,,,,5626,11425,3263,1558 -,,,,,,,,5627,12013,3431,1638 -,,,,,,,,5628,12485,3566,1702 -,,,,,,,,5629,12852,3671,1752 -,,,,,,,,5630,13219,3776,1803 -,,,,,,,,5631,13393,3825,1826 -,,,,,,,,5632,13476,3849,1837 -,,,,,,,,5633,13499,3856,1841 -,,,,,,,,5634,13344,3811,1819 -,,,,,,,,5635,12938,3695,1764 -,,,,,,,,5636,12645,3612,1724 -,,,,,,,,5637,12667,3617,1727 -,,,,,,,,5638,11923,3405,1625 -,,,,,,,,5639,10795,3083,1472 -,,,,,,,,5640,9707,2772,1323 -,,,,,,,,5641,8924,2549,1216 -,,,,,,,,5642,8391,2396,1144 -,,,,,,,,5643,8047,2298,1097 -,,,,,,,,5644,7863,2246,1072 -,,,,,,,,5645,7926,2264,1080 -,,,,,,,,5646,8389,2396,1144 -,,,,,,,,5647,9131,2608,1245 -,,,,,,,,5648,10105,2886,1378 -,,,,,,,,5649,10944,3126,1492 -,,,,,,,,5650,11657,3329,1590 -,,,,,,,,5651,12300,3513,1677 -,,,,,,,,5652,12775,3648,1741 -,,,,,,,,5653,13085,3737,1784 -,,,,,,,,5654,13387,3823,1825 -,,,,,,,,5655,13514,3860,1843 -,,,,,,,,5656,13481,3851,1838 -,,,,,,,,5657,13421,3833,1830 -,,,,,,,,5658,13153,3757,1793 -,,,,,,,,5659,12657,3615,1726 -,,,,,,,,5660,12393,3540,1690 -,,,,,,,,5661,12326,3521,1681 -,,,,,,,,5662,11637,3323,1586 -,,,,,,,,5663,10661,3045,1454 -,,,,,,,,5664,9649,2755,1315 -,,,,,,,,5665,8831,2522,1204 -,,,,,,,,5666,8319,2376,1134 -,,,,,,,,5667,7971,2277,1086 -,,,,,,,,5668,7771,2219,1060 -,,,,,,,,5669,7740,2210,1055 -,,,,,,,,5670,7903,2257,1077 -,,,,,,,,5671,8195,2340,1117 -,,,,,,,,5672,8851,2528,1206 -,,,,,,,,5673,9711,2773,1324 -,,,,,,,,5674,10476,2992,1428 -,,,,,,,,5675,11040,3153,1505 -,,,,,,,,5676,11402,3256,1555 -,,,,,,,,5677,11628,3321,1585 -,,,,,,,,5678,11767,3361,1604 -,,,,,,,,5679,11836,3381,1614 -,,,,,,,,5680,11812,3373,1611 -,,,,,,,,5681,11747,3355,1601 -,,,,,,,,5682,11578,3306,1579 -,,,,,,,,5683,11236,3209,1532 -,,,,,,,,5684,11082,3166,1511 -,,,,,,,,5685,11053,3157,1507 -,,,,,,,,5686,10498,2998,1431 -,,,,,,,,5687,9703,2771,1322 -,,,,,,,,5688,8853,2529,1206 -,,,,,,,,5689,8179,2336,1115 -,,,,,,,,5690,7700,2199,1050 -,,,,,,,,5691,7398,2113,1009 -,,,,,,,,5692,7203,2057,982 -,,,,,,,,5693,7142,2039,974 -,,,,,,,,5694,7214,2060,984 -,,,,,,,,5695,7301,2085,995 -,,,,,,,,5696,7843,2240,1070 -,,,,,,,,5697,8673,2477,1182 -,,,,,,,,5698,9447,2698,1288 -,,,,,,,,5699,10041,2868,1369 -,,,,,,,,5700,10502,3000,1432 -,,,,,,,,5701,10865,3103,1481 -,,,,,,,,5702,11064,3160,1509 -,,,,,,,,5703,11245,3212,1533 -,,,,,,,,5704,11428,3264,1558 -,,,,,,,,5705,11611,3316,1583 -,,,,,,,,5706,11704,3342,1595 -,,,,,,,,5707,11491,3281,1566 -,,,,,,,,5708,11357,3244,1549 -,,,,,,,,5709,11389,3253,1553 -,,,,,,,,5710,10685,3051,1457 -,,,,,,,,5711,9703,2771,1322 -,,,,,,,,5712,8820,2519,1202 -,,,,,,,,5713,8120,2319,1107 -,,,,,,,,5714,7697,2199,1050 -,,,,,,,,5715,7446,2127,1015 -,,,,,,,,5716,7334,2094,999 -,,,,,,,,5717,7461,2131,1017 -,,,,,,,,5718,8007,2287,1091 -,,,,,,,,5719,8846,2527,1206 -,,,,,,,,5720,9844,2811,1342 -,,,,,,,,5721,10678,3050,1456 -,,,,,,,,5722,11367,3246,1550 -,,,,,,,,5723,11966,3417,1631 -,,,,,,,,5724,12465,3560,1700 -,,,,,,,,5725,12840,3667,1751 -,,,,,,,,5726,13232,3779,1804 -,,,,,,,,5727,13424,3834,1830 -,,,,,,,,5728,13450,3842,1834 -,,,,,,,,5729,13416,3832,1829 -,,,,,,,,5730,13242,3782,1806 -,,,,,,,,5731,12911,3687,1760 -,,,,,,,,5732,12922,3691,1762 -,,,,,,,,5733,12906,3686,1760 -,,,,,,,,5734,12173,3476,1660 -,,,,,,,,5735,11104,3171,1514 -,,,,,,,,5736,10108,2887,1378 -,,,,,,,,5737,9408,2687,1282 -,,,,,,,,5738,8963,2559,1222 -,,,,,,,,5739,8697,2484,1186 -,,,,,,,,5740,8595,2454,1171 -,,,,,,,,5741,8748,2499,1192 -,,,,,,,,5742,9399,2684,1282 -,,,,,,,,5743,10515,3003,1434 -,,,,,,,,5744,11457,3272,1562 -,,,,,,,,5745,11999,3427,1636 -,,,,,,,,5746,12342,3525,1682 -,,,,,,,,5747,12680,3621,1729 -,,,,,,,,5748,13070,3733,1782 -,,,,,,,,5749,13404,3828,1827 -,,,,,,,,5750,13783,3937,1879 -,,,,,,,,5751,14024,4005,1912 -,,,,,,,,5752,14106,4028,1923 -,,,,,,,,5753,14132,4036,1927 -,,,,,,,,5754,13934,3979,1900 -,,,,,,,,5755,13389,3824,1826 -,,,,,,,,5756,13155,3757,1793 -,,,,,,,,5757,12985,3708,1771 -,,,,,,,,5758,12030,3436,1641 -,,,,,,,,5759,10758,3072,1467 -,,,,,,,,5760,9594,2740,1308 -,,,,,,,,5761,8689,2481,1185 -,,,,,,,,5762,8135,2324,1109 -,,,,,,,,5763,7751,2214,1056 -,,,,,,,,5764,7548,2155,1029 -,,,,,,,,5765,7569,2162,1032 -,,,,,,,,5766,8077,2307,1101 -,,,,,,,,5767,8928,2550,1217 -,,,,,,,,5768,9764,2789,1331 -,,,,,,,,5769,10284,2937,1402 -,,,,,,,,5770,10659,3044,1453 -,,,,,,,,5771,10971,3133,1496 -,,,,,,,,5772,11163,3188,1522 -,,,,,,,,5773,11293,3226,1540 -,,,,,,,,5774,11461,3273,1563 -,,,,,,,,5775,11563,3302,1576 -,,,,,,,,5776,11628,3321,1585 -,,,,,,,,5777,11704,3342,1595 -,,,,,,,,5778,11646,3326,1588 -,,,,,,,,5779,11319,3233,1543 -,,,,,,,,5780,11209,3201,1528 -,,,,,,,,5781,11142,3182,1519 -,,,,,,,,5782,10343,2954,1410 -,,,,,,,,5783,9262,2645,1262 -,,,,,,,,5784,8261,2359,1126 -,,,,,,,,5785,7589,2168,1035 -,,,,,,,,5786,7177,2049,979 -,,,,,,,,5787,6931,1979,944 -,,,,,,,,5788,6834,1952,932 -,,,,,,,,5789,6949,1984,947 -,,,,,,,,5790,7507,2144,1023 -,,,,,,,,5791,8437,2409,1151 -,,,,,,,,5792,9308,2659,1269 -,,,,,,,,5793,9933,2837,1354 -,,,,,,,,5794,10443,2983,1424 -,,,,,,,,5795,10894,3111,1485 -,,,,,,,,5796,11181,3194,1525 -,,,,,,,,5797,11371,3247,1550 -,,,,,,,,5798,11619,3318,1584 -,,,,,,,,5799,11758,3358,1603 -,,,,,,,,5800,11851,3385,1615 -,,,,,,,,5801,11920,3405,1625 -,,,,,,,,5802,11794,3368,1608 -,,,,,,,,5803,11447,3269,1560 -,,,,,,,,5804,11463,3274,1563 -,,,,,,,,5805,11445,3269,1560 -,,,,,,,,5806,10697,3055,1459 -,,,,,,,,5807,9656,2758,1317 -,,,,,,,,5808,8719,2490,1188 -,,,,,,,,5809,8020,2290,1093 -,,,,,,,,5810,7558,2158,1030 -,,,,,,,,5811,7296,2083,994 -,,,,,,,,5812,7181,2051,979 -,,,,,,,,5813,7285,2081,993 -,,,,,,,,5814,7830,2236,1067 -,,,,,,,,5815,8688,2481,1184 -,,,,,,,,5816,9589,2739,1308 -,,,,,,,,5817,10348,2955,1411 -,,,,,,,,5818,10986,3138,1498 -,,,,,,,,5819,11555,3301,1575 -,,,,,,,,5820,12029,3436,1640 -,,,,,,,,5821,12365,3531,1686 -,,,,,,,,5822,12763,3646,1740 -,,,,,,,,5823,12988,3710,1771 -,,,,,,,,5824,13109,3744,1787 -,,,,,,,,5825,13134,3751,1791 -,,,,,,,,5826,13017,3717,1775 -,,,,,,,,5827,12609,3602,1719 -,,,,,,,,5828,12453,3556,1698 -,,,,,,,,5829,12353,3528,1684 -,,,,,,,,5830,11688,3338,1594 -,,,,,,,,5831,10787,3081,1470 -,,,,,,,,5832,9800,2799,1336 -,,,,,,,,5833,8900,2542,1213 -,,,,,,,,5834,8470,2419,1155 -,,,,,,,,5835,8173,2334,1114 -,,,,,,,,5836,7967,2275,1086 -,,,,,,,,5837,7870,2248,1073 -,,,,,,,,5838,7990,2282,1089 -,,,,,,,,5839,8198,2341,1117 -,,,,,,,,5840,8827,2521,1203 -,,,,,,,,5841,9760,2788,1331 -,,,,,,,,5842,10560,3016,1439 -,,,,,,,,5843,11105,3171,1514 -,,,,,,,,5844,11474,3277,1565 -,,,,,,,,5845,11661,3331,1590 -,,,,,,,,5846,11684,3337,1593 -,,,,,,,,5847,11646,3326,1588 -,,,,,,,,5848,11548,3298,1575 -,,,,,,,,5849,11476,3278,1565 -,,,,,,,,5850,11284,3223,1539 -,,,,,,,,5851,10909,3116,1488 -,,,,,,,,5852,10830,3093,1476 -,,,,,,,,5853,10726,3063,1462 -,,,,,,,,5854,10169,2905,1387 -,,,,,,,,5855,9406,2686,1282 -,,,,,,,,5856,8594,2454,1171 -,,,,,,,,5857,7934,2266,1081 -,,,,,,,,5858,7502,2143,1023 -,,,,,,,,5859,7216,2061,984 -,,,,,,,,5860,7063,2018,963 -,,,,,,,,5861,7000,1999,954 -,,,,,,,,5862,7071,2019,964 -,,,,,,,,5863,7168,2048,977 -,,,,,,,,5864,7634,2180,1040 -,,,,,,,,5865,8385,2394,1143 -,,,,,,,,5866,9027,2578,1231 -,,,,,,,,5867,9466,2704,1291 -,,,,,,,,5868,9769,2790,1332 -,,,,,,,,5869,10015,2860,1365 -,,,,,,,,5870,10116,2890,1379 -,,,,,,,,5871,10172,2905,1387 -,,,,,,,,5872,10191,2910,1389 -,,,,,,,,5873,10210,2916,1392 -,,,,,,,,5874,10225,2920,1394 -,,,,,,,,5875,10078,2879,1374 -,,,,,,,,5876,10127,2893,1381 -,,,,,,,,5877,10072,2877,1373 -,,,,,,,,5878,9582,2736,1307 -,,,,,,,,5879,8888,2539,1212 -,,,,,,,,5880,8142,2325,1110 -,,,,,,,,5881,7547,2155,1029 -,,,,,,,,5882,7150,2042,974 -,,,,,,,,5883,6905,1973,941 -,,,,,,,,5884,6784,1938,924 -,,,,,,,,5885,6794,1941,926 -,,,,,,,,5886,6988,1996,953 -,,,,,,,,5887,7209,2058,983 -,,,,,,,,5888,7658,2187,1044 -,,,,,,,,5889,8383,2394,1143 -,,,,,,,,5890,9091,2596,1239 -,,,,,,,,5891,9592,2740,1308 -,,,,,,,,5892,9917,2832,1352 -,,,,,,,,5893,10094,2883,1376 -,,,,,,,,5894,10204,2915,1391 -,,,,,,,,5895,10277,2935,1401 -,,,,,,,,5896,10346,2955,1410 -,,,,,,,,5897,10475,2991,1428 -,,,,,,,,5898,10566,3018,1440 -,,,,,,,,5899,10476,2992,1428 -,,,,,,,,5900,10695,3055,1458 -,,,,,,,,5901,10650,3041,1452 -,,,,,,,,5902,9894,2826,1349 -,,,,,,,,5903,8919,2548,1216 -,,,,,,,,5904,8067,2304,1100 -,,,,,,,,5905,7512,2145,1024 -,,,,,,,,5906,7187,2053,979 -,,,,,,,,5907,7036,2009,959 -,,,,,,,,5908,7009,2002,955 -,,,,,,,,5909,7187,2053,979 -,,,,,,,,5910,7883,2252,1075 -,,,,,,,,5911,9145,2612,1247 -,,,,,,,,5912,10061,2874,1372 -,,,,,,,,5913,10562,3016,1440 -,,,,,,,,5914,10966,3132,1495 -,,,,,,,,5915,11295,3226,1540 -,,,,,,,,5916,11462,3274,1563 -,,,,,,,,5917,11531,3294,1572 -,,,,,,,,5918,11610,3316,1583 -,,,,,,,,5919,11591,3311,1580 -,,,,,,,,5920,11637,3324,1586 -,,,,,,,,5921,11741,3353,1600 -,,,,,,,,5922,11872,3391,1619 -,,,,,,,,5923,11910,3401,1624 -,,,,,,,,5924,12123,3462,1653 -,,,,,,,,5925,11950,3413,1629 -,,,,,,,,5926,11234,3209,1531 -,,,,,,,,5927,10226,2920,1394 -,,,,,,,,5928,9316,2660,1270 -,,,,,,,,5929,8698,2484,1186 -,,,,,,,,5930,8348,2384,1138 -,,,,,,,,5931,8179,2336,1115 -,,,,,,,,5932,8142,2325,1110 -,,,,,,,,5933,8349,2384,1138 -,,,,,,,,5934,9085,2594,1238 -,,,,,,,,5935,10443,2983,1424 -,,,,,,,,5936,11421,3262,1557 -,,,,,,,,5937,11958,3415,1631 -,,,,,,,,5938,12381,3536,1688 -,,,,,,,,5939,12594,3597,1717 -,,,,,,,,5940,12653,3614,1725 -,,,,,,,,5941,12640,3610,1723 -,,,,,,,,5942,12733,3637,1736 -,,,,,,,,5943,12829,3664,1749 -,,,,,,,,5944,12874,3677,1755 -,,,,,,,,5945,12987,3709,1771 -,,,,,,,,5946,12971,3704,1768 -,,,,,,,,5947,12738,3638,1737 -,,,,,,,,5948,12792,3653,1744 -,,,,,,,,5949,12541,3581,1710 -,,,,,,,,5950,11639,3324,1587 -,,,,,,,,5951,10435,2980,1423 -,,,,,,,,5952,9353,2671,1275 -,,,,,,,,5953,8552,2442,1166 -,,,,,,,,5954,8057,2301,1098 -,,,,,,,,5955,7773,2220,1060 -,,,,,,,,5956,7652,2185,1043 -,,,,,,,,5957,7768,2219,1059 -,,,,,,,,5958,8389,2396,1144 -,,,,,,,,5959,9517,2718,1298 -,,,,,,,,5960,10359,2959,1412 -,,,,,,,,5961,10851,3099,1479 -,,,,,,,,5962,11262,3216,1535 -,,,,,,,,5963,11646,3326,1588 -,,,,,,,,5964,11875,3391,1619 -,,,,,,,,5965,11983,3422,1634 -,,,,,,,,5966,12241,3496,1669 -,,,,,,,,5967,12441,3553,1696 -,,,,,,,,5968,12539,3581,1710 -,,,,,,,,5969,12547,3584,1711 -,,,,,,,,5970,12386,3537,1689 -,,,,,,,,5971,12149,3470,1656 -,,,,,,,,5972,12379,3536,1688 -,,,,,,,,5973,12210,3487,1665 -,,,,,,,,5974,11389,3253,1553 -,,,,,,,,5975,10267,2932,1400 -,,,,,,,,5976,9241,2639,1260 -,,,,,,,,5977,8530,2436,1163 -,,,,,,,,5978,8091,2311,1103 -,,,,,,,,5979,7826,2235,1067 -,,,,,,,,5980,7696,2199,1050 -,,,,,,,,5981,7832,2237,1068 -,,,,,,,,5982,8472,2419,1155 -,,,,,,,,5983,9618,2747,1311 -,,,,,,,,5984,10499,2999,1431 -,,,,,,,,5985,11114,3174,1515 -,,,,,,,,5986,11695,3341,1595 -,,,,,,,,5987,12264,3503,1672 -,,,,,,,,5988,12797,3655,1745 -,,,,,,,,5989,13170,3761,1796 -,,,,,,,,5990,13503,3857,1841 -,,,,,,,,5991,13742,3925,1873 -,,,,,,,,5992,13848,3955,1888 -,,,,,,,,5993,13844,3954,1888 -,,,,,,,,5994,13545,3868,1847 -,,,,,,,,5995,13090,3738,1785 -,,,,,,,,5996,13095,3740,1786 -,,,,,,,,5997,12818,3661,1747 -,,,,,,,,5998,12044,3440,1642 -,,,,,,,,5999,11020,3147,1503 -,,,,,,,,6000,9981,2850,1361 -,,,,,,,,6001,9195,2626,1253 -,,,,,,,,6002,8670,2476,1182 -,,,,,,,,6003,8355,2386,1139 -,,,,,,,,6004,8180,2336,1116 -,,,,,,,,6005,8151,2328,1111 -,,,,,,,,6006,8389,2396,1144 -,,,,,,,,6007,8754,2500,1193 -,,,,,,,,6008,9371,2676,1277 -,,,,,,,,6009,10278,2935,1401 -,,,,,,,,6010,11036,3152,1504 -,,,,,,,,6011,11592,3311,1580 -,,,,,,,,6012,11897,3397,1622 -,,,,,,,,6013,12052,3442,1643 -,,,,,,,,6014,12081,3451,1647 -,,,,,,,,6015,12057,3443,1644 -,,,,,,,,6016,12023,3433,1639 -,,,,,,,,6017,12015,3431,1638 -,,,,,,,,6018,12007,3429,1637 -,,,,,,,,6019,12024,3434,1640 -,,,,,,,,6020,12093,3453,1649 -,,,,,,,,6021,11730,3350,1600 -,,,,,,,,6022,11030,3150,1504 -,,,,,,,,6023,10037,2866,1368 -,,,,,,,,6024,9011,2574,1228 -,,,,,,,,6025,8254,2357,1126 -,,,,,,,,6026,7746,2212,1056 -,,,,,,,,6027,7383,2109,1006 -,,,,,,,,6028,7171,2048,978 -,,,,,,,,6029,7078,2021,964 -,,,,,,,,6030,7146,2041,974 -,,,,,,,,6031,7318,2090,998 -,,,,,,,,6032,7673,2191,1046 -,,,,,,,,6033,8297,2369,1131 -,,,,,,,,6034,8843,2525,1206 -,,,,,,,,6035,9180,2622,1252 -,,,,,,,,6036,9402,2685,1282 -,,,,,,,,6037,9572,2734,1305 -,,,,,,,,6038,9583,2737,1307 -,,,,,,,,6039,9638,2752,1314 -,,,,,,,,6040,9729,2779,1327 -,,,,,,,,6041,9908,2830,1351 -,,,,,,,,6042,10054,2871,1371 -,,,,,,,,6043,10017,2861,1366 -,,,,,,,,6044,10275,2935,1401 -,,,,,,,,6045,10090,2881,1376 -,,,,,,,,6046,9364,2675,1277 -,,,,,,,,6047,8473,2419,1155 -,,,,,,,,6048,7662,2189,1045 -,,,,,,,,6049,7105,2029,969 -,,,,,,,,6050,6773,1934,923 -,,,,,,,,6051,6591,1883,899 -,,,,,,,,6052,6544,1869,892 -,,,,,,,,6053,6712,1917,915 -,,,,,,,,6054,7351,2099,1002 -,,,,,,,,6055,8428,2407,1149 -,,,,,,,,6056,9177,2621,1251 -,,,,,,,,6057,9611,2745,1310 -,,,,,,,,6058,9949,2842,1357 -,,,,,,,,6059,10231,2922,1395 -,,,,,,,,6060,10363,2960,1413 -,,,,,,,,6061,10354,2957,1412 -,,,,,,,,6062,10352,2956,1411 -,,,,,,,,6063,10256,2929,1398 -,,,,,,,,6064,10153,2900,1384 -,,,,,,,,6065,10137,2895,1382 -,,,,,,,,6066,10121,2890,1380 -,,,,,,,,6067,10033,2865,1368 -,,,,,,,,6068,10293,2940,1403 -,,,,,,,,6069,10027,2864,1367 -,,,,,,,,6070,9245,2640,1261 -,,,,,,,,6071,8259,2359,1126 -,,,,,,,,6072,7385,2109,1007 -,,,,,,,,6073,6833,1952,931 -,,,,,,,,6074,6505,1858,887 -,,,,,,,,6075,6326,1807,863 -,,,,,,,,6076,6285,1795,857 -,,,,,,,,6077,6447,1841,878 -,,,,,,,,6078,7087,2024,966 -,,,,,,,,6079,8159,2330,1112 -,,,,,,,,6080,8886,2538,1212 -,,,,,,,,6081,9243,2639,1260 -,,,,,,,,6082,9537,2724,1300 -,,,,,,,,6083,9788,2795,1334 -,,,,,,,,6084,9951,2842,1357 -,,,,,,,,6085,10028,2864,1367 -,,,,,,,,6086,10152,2900,1384 -,,,,,,,,6087,10168,2904,1386 -,,,,,,,,6088,10174,2906,1387 -,,,,,,,,6089,10216,2918,1393 -,,,,,,,,6090,10216,2918,1393 -,,,,,,,,6091,10112,2888,1378 -,,,,,,,,6092,10407,2972,1418 -,,,,,,,,6093,10156,2900,1384 -,,,,,,,,6094,9358,2673,1276 -,,,,,,,,6095,8353,2385,1139 -,,,,,,,,6096,7474,2134,1019 -,,,,,,,,6097,6884,1966,939 -,,,,,,,,6098,6554,1872,893 -,,,,,,,,6099,6386,1823,870 -,,,,,,,,6100,6338,1810,864 -,,,,,,,,6101,6488,1853,884 -,,,,,,,,6102,7116,2033,970 -,,,,,,,,6103,8236,2352,1123 -,,,,,,,,6104,8979,2564,1224 -,,,,,,,,6105,9336,2666,1272 -,,,,,,,,6106,9676,2764,1319 -,,,,,,,,6107,10036,2866,1368 -,,,,,,,,6108,10290,2939,1403 -,,,,,,,,6109,10425,2977,1421 -,,,,,,,,6110,10605,3029,1446 -,,,,,,,,6111,10656,3043,1453 -,,,,,,,,6112,10692,3054,1458 -,,,,,,,,6113,10735,3065,1464 -,,,,,,,,6114,10694,3054,1458 -,,,,,,,,6115,10534,3009,1436 -,,,,,,,,6116,10838,3095,1478 -,,,,,,,,6117,10562,3016,1440 -,,,,,,,,6118,9763,2788,1331 -,,,,,,,,6119,8754,2500,1193 -,,,,,,,,6120,7826,2235,1067 -,,,,,,,,6121,7215,2060,984 -,,,,,,,,6122,6861,1959,935 -,,,,,,,,6123,6677,1907,910 -,,,,,,,,6124,6607,1887,901 -,,,,,,,,6125,6751,1928,920 -,,,,,,,,6126,7369,2104,1004 -,,,,,,,,6127,8492,2425,1157 -,,,,,,,,6128,9257,2644,1262 -,,,,,,,,6129,9757,2786,1330 -,,,,,,,,6130,10184,2909,1388 -,,,,,,,,6131,10600,3027,1445 -,,,,,,,,6132,10917,3118,1489 -,,,,,,,,6133,11116,3175,1515 -,,,,,,,,6134,11355,3243,1548 -,,,,,,,,6135,11460,3273,1562 -,,,,,,,,6136,11536,3295,1573 -,,,,,,,,6137,11582,3308,1579 -,,,,,,,,6138,11458,3272,1562 -,,,,,,,,6139,11216,3203,1530 -,,,,,,,,6140,11466,3275,1563 -,,,,,,,,6141,11167,3190,1523 -,,,,,,,,6142,10329,2950,1408 -,,,,,,,,6143,9259,2645,1262 -,,,,,,,,6144,8286,2366,1130 -,,,,,,,,6145,7606,2172,1037 -,,,,,,,,6146,7205,2058,982 -,,,,,,,,6147,6969,1990,950 -,,,,,,,,6148,6882,1965,938 -,,,,,,,,6149,7002,2000,954 -,,,,,,,,6150,7605,2172,1036 -,,,,,,,,6151,8704,2486,1186 -,,,,,,,,6152,9477,2707,1292 -,,,,,,,,6153,10008,2859,1364 -,,,,,,,,6154,10485,2995,1429 -,,,,,,,,6155,10927,3120,1489 -,,,,,,,,6156,11260,3216,1535 -,,,,,,,,6157,11476,3277,1565 -,,,,,,,,6158,11715,3346,1597 -,,,,,,,,6159,11803,3371,1609 -,,,,,,,,6160,11789,3366,1607 -,,,,,,,,6161,11697,3341,1595 -,,,,,,,,6162,11374,3248,1550 -,,,,,,,,6163,11025,3149,1503 -,,,,,,,,6164,11167,3190,1523 -,,,,,,,,6165,10839,3095,1478 -,,,,,,,,6166,10183,2908,1388 -,,,,,,,,6167,9304,2657,1268 -,,,,,,,,6168,8418,2404,1147 -,,,,,,,,6169,7742,2211,1055 -,,,,,,,,6170,7327,2093,999 -,,,,,,,,6171,7086,2023,966 -,,,,,,,,6172,6954,1986,948 -,,,,,,,,6173,6956,1987,949 -,,,,,,,,6174,7174,2048,978 -,,,,,,,,6175,7518,2147,1025 -,,,,,,,,6176,8043,2297,1096 -,,,,,,,,6177,8721,2490,1189 -,,,,,,,,6178,9179,2621,1252 -,,,,,,,,6179,9396,2684,1281 -,,,,,,,,6180,9462,2702,1290 -,,,,,,,,6181,9456,2700,1289 -,,,,,,,,6182,9389,2681,1280 -,,,,,,,,6183,9310,2659,1269 -,,,,,,,,6184,9271,2648,1264 -,,,,,,,,6185,9292,2654,1267 -,,,,,,,,6186,9294,2655,1267 -,,,,,,,,6187,9244,2640,1260 -,,,,,,,,6188,9502,2714,1295 -,,,,,,,,6189,9270,2648,1264 -,,,,,,,,6190,8736,2494,1191 -,,,,,,,,6191,8058,2301,1099 -,,,,,,,,6192,7346,2098,1001 -,,,,,,,,6193,6803,1943,928 -,,,,,,,,6194,6456,1843,880 -,,,,,,,,6195,6238,1782,850 -,,,,,,,,6196,6116,1747,833 -,,,,,,,,6197,6107,1744,833 -,,,,,,,,6198,6236,1781,850 -,,,,,,,,6199,6434,1838,877 -,,,,,,,,6200,6883,1966,939 -,,,,,,,,6201,7581,2165,1034 -,,,,,,,,6202,8111,2317,1106 -,,,,,,,,6203,8427,2407,1149 -,,,,,,,,6204,8605,2457,1173 -,,,,,,,,6205,8728,2492,1190 -,,,,,,,,6206,8723,2491,1189 -,,,,,,,,6207,8721,2491,1189 -,,,,,,,,6208,8771,2504,1196 -,,,,,,,,6209,8918,2547,1216 -,,,,,,,,6210,9142,2611,1247 -,,,,,,,,6211,9235,2637,1259 -,,,,,,,,6212,9620,2747,1312 -,,,,,,,,6213,9322,2662,1271 -,,,,,,,,6214,8617,2461,1175 -,,,,,,,,6215,7793,2225,1062 -,,,,,,,,6216,7060,2016,963 -,,,,,,,,6217,6581,1879,897 -,,,,,,,,6218,6311,1803,860 -,,,,,,,,6219,6167,1761,841 -,,,,,,,,6220,6156,1758,839 -,,,,,,,,6221,6337,1810,863 -,,,,,,,,6222,6990,1997,953 -,,,,,,,,6223,8084,2309,1102 -,,,,,,,,6224,8823,2520,1203 -,,,,,,,,6225,9243,2639,1260 -,,,,,,,,6226,9578,2735,1306 -,,,,,,,,6227,9896,2826,1349 -,,,,,,,,6228,10088,2881,1375 -,,,,,,,,6229,10186,2910,1388 -,,,,,,,,6230,10324,2949,1408 -,,,,,,,,6231,10363,2960,1413 -,,,,,,,,6232,10374,2963,1414 -,,,,,,,,6233,10401,2970,1418 -,,,,,,,,6234,10419,2975,1420 -,,,,,,,,6235,10397,2970,1418 -,,,,,,,,6236,10738,3066,1464 -,,,,,,,,6237,10335,2951,1409 -,,,,,,,,6238,9517,2718,1298 -,,,,,,,,6239,8510,2430,1160 -,,,,,,,,6240,7628,2179,1040 -,,,,,,,,6241,7060,2017,963 -,,,,,,,,6242,6715,1918,915 -,,,,,,,,6243,6531,1865,890 -,,,,,,,,6244,6496,1855,885 -,,,,,,,,6245,6675,1907,910 -,,,,,,,,6246,7353,2100,1002 -,,,,,,,,6247,8559,2444,1166 -,,,,,,,,6248,9377,2678,1278 -,,,,,,,,6249,9834,2809,1341 -,,,,,,,,6250,10178,2907,1388 -,,,,,,,,6251,10492,2996,1430 -,,,,,,,,6252,10660,3045,1454 -,,,,,,,,6253,10721,3062,1462 -,,,,,,,,6254,10822,3091,1475 -,,,,,,,,6255,10789,3081,1471 -,,,,,,,,6256,10771,3076,1469 -,,,,,,,,6257,10897,3112,1485 -,,,,,,,,6258,11077,3164,1510 -,,,,,,,,6259,11211,3202,1529 -,,,,,,,,6260,11322,3234,1544 -,,,,,,,,6261,10907,3115,1487 -,,,,,,,,6262,10121,2890,1380 -,,,,,,,,6263,9136,2609,1246 -,,,,,,,,6264,8290,2368,1130 -,,,,,,,,6265,7701,2199,1050 -,,,,,,,,6266,7349,2099,1002 -,,,,,,,,6267,7136,2038,973 -,,,,,,,,6268,7048,2013,961 -,,,,,,,,6269,7146,2041,974 -,,,,,,,,6270,7725,2207,1053 -,,,,,,,,6271,8858,2530,1207 -,,,,,,,,6272,9564,2731,1304 -,,,,,,,,6273,9817,2804,1338 -,,,,,,,,6274,9991,2854,1363 -,,,,,,,,6275,10172,2905,1387 -,,,,,,,,6276,10290,2939,1403 -,,,,,,,,6277,10319,2947,1407 -,,,,,,,,6278,10390,2967,1417 -,,,,,,,,6279,10345,2955,1410 -,,,,,,,,6280,10288,2938,1403 -,,,,,,,,6281,10273,2934,1401 -,,,,,,,,6282,10190,2910,1389 -,,,,,,,,6283,10114,2889,1379 -,,,,,,,,6284,10460,2987,1426 -,,,,,,,,6285,10098,2884,1377 -,,,,,,,,6286,9324,2663,1271 -,,,,,,,,6287,8311,2374,1133 -,,,,,,,,6288,7446,2127,1015 -,,,,,,,,6289,6852,1957,934 -,,,,,,,,6290,6528,1864,890 -,,,,,,,,6291,6352,1813,866 -,,,,,,,,6292,6300,1799,858 -,,,,,,,,6293,6464,1846,881 -,,,,,,,,6294,7103,2028,969 -,,,,,,,,6295,8272,2363,1128 -,,,,,,,,6296,8961,2559,1222 -,,,,,,,,6297,9270,2647,1264 -,,,,,,,,6298,9497,2712,1295 -,,,,,,,,6299,9725,2777,1326 -,,,,,,,,6300,9828,2807,1340 -,,,,,,,,6301,9828,2807,1340 -,,,,,,,,6302,9897,2827,1349 -,,,,,,,,6303,9850,2813,1343 -,,,,,,,,6304,9775,2791,1332 -,,,,,,,,6305,9759,2787,1330 -,,,,,,,,6306,9755,2785,1330 -,,,,,,,,6307,9821,2805,1338 -,,,,,,,,6308,10216,2918,1393 -,,,,,,,,6309,9899,2827,1349 -,,,,,,,,6310,9176,2620,1251 -,,,,,,,,6311,8219,2347,1120 -,,,,,,,,6312,7353,2100,1002 -,,,,,,,,6313,6784,1938,924 -,,,,,,,,6314,6472,1848,882 -,,,,,,,,6315,6306,1801,859 -,,,,,,,,6316,6263,1788,853 -,,,,,,,,6317,6421,1833,875 -,,,,,,,,6318,7043,2012,960 -,,,,,,,,6319,8240,2354,1123 -,,,,,,,,6320,8962,2559,1222 -,,,,,,,,6321,9291,2654,1267 -,,,,,,,,6322,9519,2719,1298 -,,,,,,,,6323,9705,2772,1323 -,,,,,,,,6324,9764,2789,1331 -,,,,,,,,6325,9780,2793,1333 -,,,,,,,,6326,9797,2798,1336 -,,,,,,,,6327,9753,2785,1329 -,,,,,,,,6328,9693,2768,1322 -,,,,,,,,6329,9664,2760,1318 -,,,,,,,,6330,9594,2740,1308 -,,,,,,,,6331,9614,2745,1311 -,,,,,,,,6332,9900,2828,1350 -,,,,,,,,6333,9584,2737,1307 -,,,,,,,,6334,8975,2563,1223 -,,,,,,,,6335,8193,2339,1117 -,,,,,,,,6336,7395,2112,1008 -,,,,,,,,6337,6817,1947,929 -,,,,,,,,6338,6472,1848,882 -,,,,,,,,6339,6275,1792,855 -,,,,,,,,6340,6205,1772,846 -,,,,,,,,6341,6224,1778,848 -,,,,,,,,6342,6446,1841,878 -,,,,,,,,6343,6869,1962,936 -,,,,,,,,6344,7419,2119,1011 -,,,,,,,,6345,8119,2319,1107 -,,,,,,,,6346,8605,2458,1173 -,,,,,,,,6347,8856,2529,1207 -,,,,,,,,6348,8928,2550,1217 -,,,,,,,,6349,8926,2549,1217 -,,,,,,,,6350,8861,2531,1208 -,,,,,,,,6351,8833,2523,1204 -,,,,,,,,6352,8831,2522,1204 -,,,,,,,,6353,8917,2547,1216 -,,,,,,,,6354,9046,2584,1233 -,,,,,,,,6355,9261,2645,1262 -,,,,,,,,6356,9555,2729,1302 -,,,,,,,,6357,9280,2650,1265 -,,,,,,,,6358,8816,2518,1202 -,,,,,,,,6359,8170,2333,1114 -,,,,,,,,6360,7473,2134,1019 -,,,,,,,,6361,6985,1995,952 -,,,,,,,,6362,6616,1889,902 -,,,,,,,,6363,6403,1828,873 -,,,,,,,,6364,6295,1798,858 -,,,,,,,,6365,6265,1789,854 -,,,,,,,,6366,6390,1825,871 -,,,,,,,,6367,6614,1889,902 -,,,,,,,,6368,7001,1999,954 -,,,,,,,,6369,7656,2187,1044 -,,,,,,,,6370,8168,2333,1114 -,,,,,,,,6371,8466,2418,1154 -,,,,,,,,6372,8621,2462,1175 -,,,,,,,,6373,8680,2479,1183 -,,,,,,,,6374,8645,2469,1179 -,,,,,,,,6375,8623,2463,1176 -,,,,,,,,6376,8654,2471,1180 -,,,,,,,,6377,8782,2508,1197 -,,,,,,,,6378,9006,2572,1227 -,,,,,,,,6379,9215,2632,1257 -,,,,,,,,6380,9599,2741,1308 -,,,,,,,,6381,9233,2637,1259 -,,,,,,,,6382,8526,2435,1162 -,,,,,,,,6383,7755,2215,1057 -,,,,,,,,6384,7018,2004,957 -,,,,,,,,6385,6482,1851,883 -,,,,,,,,6386,6173,1763,842 -,,,,,,,,6387,6027,1721,822 -,,,,,,,,6388,6010,1716,819 -,,,,,,,,6389,6194,1769,844 -,,,,,,,,6390,6870,1962,936 -,,,,,,,,6391,8095,2312,1104 -,,,,,,,,6392,8847,2527,1206 -,,,,,,,,6393,9186,2624,1252 -,,,,,,,,6394,9431,2694,1286 -,,,,,,,,6395,9638,2753,1314 -,,,,,,,,6396,9755,2786,1330 -,,,,,,,,6397,9773,2791,1332 -,,,,,,,,6398,9809,2801,1338 -,,,,,,,,6399,9733,2780,1327 -,,,,,,,,6400,9658,2758,1317 -,,,,,,,,6401,9665,2760,1318 -,,,,,,,,6402,9762,2788,1331 -,,,,,,,,6403,9948,2841,1356 -,,,,,,,,6404,10290,2939,1403 -,,,,,,,,6405,9840,2810,1342 -,,,,,,,,6406,9050,2584,1234 -,,,,,,,,6407,8079,2307,1101 -,,,,,,,,6408,7235,2066,986 -,,,,,,,,6409,6687,1910,912 -,,,,,,,,6410,6397,1827,872 -,,,,,,,,6411,6238,1782,850 -,,,,,,,,6412,6213,1774,847 -,,,,,,,,6413,6384,1823,870 -,,,,,,,,6414,7054,2014,962 -,,,,,,,,6415,8306,2372,1132 -,,,,,,,,6416,9023,2577,1230 -,,,,,,,,6417,9284,2651,1266 -,,,,,,,,6418,9473,2705,1292 -,,,,,,,,6419,9685,2766,1320 -,,,,,,,,6420,9773,2791,1332 -,,,,,,,,6421,9791,2796,1335 -,,,,,,,,6422,9850,2813,1343 -,,,,,,,,6423,9823,2805,1339 -,,,,,,,,6424,9786,2795,1334 -,,,,,,,,6425,9834,2809,1341 -,,,,,,,,6426,9877,2821,1347 -,,,,,,,,6427,10061,2874,1372 -,,,,,,,,6428,10383,2965,1416 -,,,,,,,,6429,9939,2839,1355 -,,,,,,,,6430,9197,2626,1254 -,,,,,,,,6431,8227,2349,1121 -,,,,,,,,6432,7399,2113,1009 -,,,,,,,,6433,6841,1953,933 -,,,,,,,,6434,6540,1868,892 -,,,,,,,,6435,6390,1825,871 -,,,,,,,,6436,6355,1815,866 -,,,,,,,,6437,6550,1871,893 -,,,,,,,,6438,7208,2058,983 -,,,,,,,,6439,8429,2407,1149 -,,,,,,,,6440,9201,2628,1254 -,,,,,,,,6441,9612,2745,1310 -,,,,,,,,6442,9927,2835,1353 -,,,,,,,,6443,10206,2915,1391 -,,,,,,,,6444,10325,2949,1408 -,,,,,,,,6445,10347,2955,1411 -,,,,,,,,6446,10380,2965,1415 -,,,,,,,,6447,10316,2946,1407 -,,,,,,,,6448,10218,2919,1393 -,,,,,,,,6449,10280,2936,1402 -,,,,,,,,6450,10446,2983,1424 -,,,,,,,,6451,10670,3047,1454 -,,,,,,,,6452,10774,3077,1469 -,,,,,,,,6453,10328,2950,1408 -,,,,,,,,6454,9580,2736,1306 -,,,,,,,,6455,8611,2459,1174 -,,,,,,,,6456,7745,2212,1055 -,,,,,,,,6457,7157,2044,975 -,,,,,,,,6458,6828,1950,931 -,,,,,,,,6459,6623,1892,903 -,,,,,,,,6460,6565,1875,895 -,,,,,,,,6461,6716,1918,915 -,,,,,,,,6462,7404,2114,1010 -,,,,,,,,6463,8655,2472,1180 -,,,,,,,,6464,9363,2675,1277 -,,,,,,,,6465,9676,2763,1319 -,,,,,,,,6466,9885,2824,1348 -,,,,,,,,6467,10067,2875,1373 -,,,,,,,,6468,10162,2902,1385 -,,,,,,,,6469,10169,2905,1387 -,,,,,,,,6470,10193,2911,1389 -,,,,,,,,6471,10130,2893,1381 -,,,,,,,,6472,10056,2872,1371 -,,,,,,,,6473,10027,2864,1367 -,,,,,,,,6474,9979,2850,1361 -,,,,,,,,6475,10143,2897,1383 -,,,,,,,,6476,10425,2977,1421 -,,,,,,,,6477,10008,2858,1364 -,,,,,,,,6478,9269,2647,1263 -,,,,,,,,6479,8323,2377,1135 -,,,,,,,,6480,7457,2129,1016 -,,,,,,,,6481,6870,1962,937 -,,,,,,,,6482,6531,1865,890 -,,,,,,,,6483,6348,1813,865 -,,,,,,,,6484,6304,1800,859 -,,,,,,,,6485,6460,1845,880 -,,,,,,,,6486,7072,2020,964 -,,,,,,,,6487,8317,2375,1134 -,,,,,,,,6488,9111,2602,1242 -,,,,,,,,6489,9483,2709,1292 -,,,,,,,,6490,9702,2770,1322 -,,,,,,,,6491,9868,2819,1345 -,,,,,,,,6492,9943,2840,1356 -,,,,,,,,6493,9924,2835,1353 -,,,,,,,,6494,9925,2835,1353 -,,,,,,,,6495,9825,2806,1339 -,,,,,,,,6496,9772,2790,1332 -,,,,,,,,6497,9811,2802,1338 -,,,,,,,,6498,9906,2830,1351 -,,,,,,,,6499,10059,2873,1372 -,,,,,,,,6500,10014,2860,1365 -,,,,,,,,6501,9580,2736,1306 -,,,,,,,,6502,8999,2570,1226 -,,,,,,,,6503,8249,2356,1125 -,,,,,,,,6504,7472,2134,1019 -,,,,,,,,6505,6874,1963,937 -,,,,,,,,6506,6522,1863,889 -,,,,,,,,6507,6319,1804,861 -,,,,,,,,6508,6221,1777,848 -,,,,,,,,6509,6240,1782,851 -,,,,,,,,6510,6485,1852,883 -,,,,,,,,6511,6945,1983,947 -,,,,,,,,6512,7528,2150,1026 -,,,,,,,,6513,8221,2348,1120 -,,,,,,,,6514,8709,2487,1187 -,,,,,,,,6515,8956,2558,1221 -,,,,,,,,6516,9003,2571,1227 -,,,,,,,,6517,8944,2555,1219 -,,,,,,,,6518,8800,2514,1200 -,,,,,,,,6519,8686,2480,1184 -,,,,,,,,6520,8619,2461,1175 -,,,,,,,,6521,8700,2484,1186 -,,,,,,,,6522,8897,2541,1213 -,,,,,,,,6523,9191,2625,1253 -,,,,,,,,6524,9270,2648,1264 -,,,,,,,,6525,8960,2559,1222 -,,,,,,,,6526,8493,2425,1158 -,,,,,,,,6527,7869,2247,1073 -,,,,,,,,6528,7184,2052,979 -,,,,,,,,6529,6650,1899,907 -,,,,,,,,6530,6310,1802,860 -,,,,,,,,6531,6116,1747,833 -,,,,,,,,6532,6015,1718,820 -,,,,,,,,6533,6017,1718,820 -,,,,,,,,6534,6164,1760,840 -,,,,,,,,6535,6484,1852,883 -,,,,,,,,6536,6919,1976,944 -,,,,,,,,6537,7611,2174,1038 -,,,,,,,,6538,8217,2347,1120 -,,,,,,,,6539,8598,2455,1172 -,,,,,,,,6540,8807,2515,1201 -,,,,,,,,6541,8901,2542,1213 -,,,,,,,,6542,8810,2516,1202 -,,,,,,,,6543,8748,2498,1192 -,,,,,,,,6544,8693,2483,1185 -,,,,,,,,6545,8816,2518,1202 -,,,,,,,,6546,9005,2572,1227 -,,,,,,,,6547,9370,2676,1277 -,,,,,,,,6548,9588,2738,1308 -,,,,,,,,6549,9206,2629,1255 -,,,,,,,,6550,8514,2431,1161 -,,,,,,,,6551,7732,2209,1054 -,,,,,,,,6552,7004,2000,954 -,,,,,,,,6553,6483,1852,883 -,,,,,,,,6554,6200,1771,845 -,,,,,,,,6555,6081,1737,829 -,,,,,,,,6556,6059,1730,826 -,,,,,,,,6557,6262,1788,853 -,,,,,,,,6558,6965,1989,949 -,,,,,,,,6559,8239,2353,1123 -,,,,,,,,6560,8967,2561,1222 -,,,,,,,,6561,9263,2645,1262 -,,,,,,,,6562,9483,2708,1292 -,,,,,,,,6563,9682,2765,1320 -,,,,,,,,6564,9771,2790,1332 -,,,,,,,,6565,9779,2793,1333 -,,,,,,,,6566,9784,2795,1334 -,,,,,,,,6567,9722,2776,1325 -,,,,,,,,6568,9661,2759,1317 -,,,,,,,,6569,9691,2767,1321 -,,,,,,,,6570,9852,2814,1343 -,,,,,,,,6571,10221,2919,1393 -,,,,,,,,6572,10419,2975,1420 -,,,,,,,,6573,9967,2846,1359 -,,,,,,,,6574,9184,2623,1252 -,,,,,,,,6575,8212,2345,1120 -,,,,,,,,6576,7338,2096,1000 -,,,,,,,,6577,6757,1929,921 -,,,,,,,,6578,6447,1841,878 -,,,,,,,,6579,6292,1797,858 -,,,,,,,,6580,6262,1788,853 -,,,,,,,,6581,6442,1840,878 -,,,,,,,,6582,7086,2023,966 -,,,,,,,,6583,8373,2391,1141 -,,,,,,,,6584,9087,2595,1239 -,,,,,,,,6585,9391,2682,1280 -,,,,,,,,6586,9616,2746,1311 -,,,,,,,,6587,9844,2811,1342 -,,,,,,,,6588,9981,2850,1361 -,,,,,,,,6589,9998,2855,1363 -,,,,,,,,6590,10029,2865,1368 -,,,,,,,,6591,9955,2843,1358 -,,,,,,,,6592,9902,2828,1350 -,,,,,,,,6593,9965,2846,1358 -,,,,,,,,6594,10180,2907,1388 -,,,,,,,,6595,10513,3002,1434 -,,,,,,,,6596,10524,3005,1435 -,,,,,,,,6597,10055,2871,1371 -,,,,,,,,6598,9314,2660,1270 -,,,,,,,,6599,8351,2385,1138 -,,,,,,,,6600,7497,2141,1022 -,,,,,,,,6601,6914,1974,943 -,,,,,,,,6602,6605,1887,900 -,,,,,,,,6603,6463,1846,881 -,,,,,,,,6604,6437,1838,878 -,,,,,,,,6605,6610,1888,901 -,,,,,,,,6606,7272,2077,991 -,,,,,,,,6607,8580,2450,1170 -,,,,,,,,6608,9413,2688,1283 -,,,,,,,,6609,9709,2773,1323 -,,,,,,,,6610,9944,2840,1356 -,,,,,,,,6611,10152,2900,1384 -,,,,,,,,6612,10248,2927,1397 -,,,,,,,,6613,10226,2920,1394 -,,,,,,,,6614,10244,2925,1397 -,,,,,,,,6615,10178,2907,1388 -,,,,,,,,6616,10136,2895,1382 -,,,,,,,,6617,10202,2914,1391 -,,,,,,,,6618,10409,2973,1419 -,,,,,,,,6619,10739,3067,1464 -,,,,,,,,6620,10724,3063,1462 -,,,,,,,,6621,10321,2948,1407 -,,,,,,,,6622,9539,2725,1301 -,,,,,,,,6623,8633,2465,1176 -,,,,,,,,6624,7762,2217,1058 -,,,,,,,,6625,7119,2033,970 -,,,,,,,,6626,6770,1933,923 -,,,,,,,,6627,6596,1884,899 -,,,,,,,,6628,6550,1871,893 -,,,,,,,,6629,6707,1916,914 -,,,,,,,,6630,7365,2103,1004 -,,,,,,,,6631,8690,2482,1185 -,,,,,,,,6632,9534,2723,1300 -,,,,,,,,6633,9858,2815,1344 -,,,,,,,,6634,10090,2882,1376 -,,,,,,,,6635,10284,2937,1402 -,,,,,,,,6636,10372,2962,1414 -,,,,,,,,6637,10346,2955,1410 -,,,,,,,,6638,10327,2950,1408 -,,,,,,,,6639,10220,2919,1393 -,,,,,,,,6640,10143,2897,1383 -,,,,,,,,6641,10201,2914,1391 -,,,,,,,,6642,10396,2969,1418 -,,,,,,,,6643,10709,3058,1460 -,,,,,,,,6644,10670,3047,1454 -,,,,,,,,6645,10245,2926,1397 -,,,,,,,,6646,9538,2724,1300 -,,,,,,,,6647,8614,2459,1174 -,,,,,,,,6648,7718,2204,1052 -,,,,,,,,6649,7112,2031,969 -,,,,,,,,6650,6763,1932,922 -,,,,,,,,6651,6565,1875,895 -,,,,,,,,6652,6513,1860,888 -,,,,,,,,6653,6665,1903,909 -,,,,,,,,6654,7258,2073,989 -,,,,,,,,6655,8475,2420,1156 -,,,,,,,,6656,9224,2635,1257 -,,,,,,,,6657,9576,2735,1306 -,,,,,,,,6658,9892,2825,1348 -,,,,,,,,6659,10180,2908,1388 -,,,,,,,,6660,10334,2951,1408 -,,,,,,,,6661,10361,2959,1413 -,,,,,,,,6662,10405,2971,1418 -,,,,,,,,6663,10361,2959,1413 -,,,,,,,,6664,10294,2940,1403 -,,,,,,,,6665,10214,2917,1393 -,,,,,,,,6666,10085,2880,1375 -,,,,,,,,6667,10302,2942,1404 -,,,,,,,,6668,10387,2966,1416 -,,,,,,,,6669,9970,2847,1359 -,,,,,,,,6670,9376,2678,1278 -,,,,,,,,6671,8601,2456,1172 -,,,,,,,,6672,7793,2225,1062 -,,,,,,,,6673,7165,2046,977 -,,,,,,,,6674,6760,1931,922 -,,,,,,,,6675,6530,1865,890 -,,,,,,,,6676,6427,1835,876 -,,,,,,,,6677,6430,1837,877 -,,,,,,,,6678,6633,1894,904 -,,,,,,,,6679,7079,2022,965 -,,,,,,,,6680,7591,2168,1035 -,,,,,,,,6681,8309,2373,1133 -,,,,,,,,6682,8834,2523,1204 -,,,,,,,,6683,9125,2606,1244 -,,,,,,,,6684,9270,2648,1264 -,,,,,,,,6685,9282,2651,1266 -,,,,,,,,6686,9212,2631,1256 -,,,,,,,,6687,9149,2613,1247 -,,,,,,,,6688,9114,2603,1242 -,,,,,,,,6689,9193,2625,1253 -,,,,,,,,6690,9369,2675,1277 -,,,,,,,,6691,9554,2729,1302 -,,,,,,,,6692,9457,2700,1289 -,,,,,,,,6693,9063,2588,1236 -,,,,,,,,6694,8574,2449,1169 -,,,,,,,,6695,7900,2256,1077 -,,,,,,,,6696,7209,2058,983 -,,,,,,,,6697,6656,1901,908 -,,,,,,,,6698,6311,1803,860 -,,,,,,,,6699,6115,1746,833 -,,,,,,,,6700,6027,1721,822 -,,,,,,,,6701,6028,1722,822 -,,,,,,,,6702,6158,1758,839 -,,,,,,,,6703,6450,1842,879 -,,,,,,,,6704,6856,1958,934 -,,,,,,,,6705,7512,2145,1024 -,,,,,,,,6706,7980,2279,1088 -,,,,,,,,6707,8235,2352,1122 -,,,,,,,,6708,8363,2389,1140 -,,,,,,,,6709,8453,2414,1152 -,,,,,,,,6710,8448,2413,1151 -,,,,,,,,6711,8450,2413,1152 -,,,,,,,,6712,8488,2424,1157 -,,,,,,,,6713,8644,2469,1178 -,,,,,,,,6714,8863,2531,1208 -,,,,,,,,6715,9321,2662,1271 -,,,,,,,,6716,9296,2655,1267 -,,,,,,,,6717,8942,2554,1219 -,,,,,,,,6718,8377,2392,1142 -,,,,,,,,6719,7701,2199,1050 -,,,,,,,,6720,7033,2008,959 -,,,,,,,,6721,6528,1864,890 -,,,,,,,,6722,6230,1779,849 -,,,,,,,,6723,6090,1739,830 -,,,,,,,,6724,6072,1734,827 -,,,,,,,,6725,6225,1778,848 -,,,,,,,,6726,6689,1910,912 -,,,,,,,,6727,7495,2140,1022 -,,,,,,,,6728,8192,2339,1117 -,,,,,,,,6729,8756,2501,1194 -,,,,,,,,6730,9137,2610,1246 -,,,,,,,,6731,9358,2673,1276 -,,,,,,,,6732,9429,2693,1286 -,,,,,,,,6733,9370,2676,1277 -,,,,,,,,6734,9324,2663,1271 -,,,,,,,,6735,9261,2645,1262 -,,,,,,,,6736,9202,2628,1254 -,,,,,,,,6737,9323,2663,1271 -,,,,,,,,6738,9661,2760,1318 -,,,,,,,,6739,10218,2918,1393 -,,,,,,,,6740,10256,2929,1398 -,,,,,,,,6741,9802,2799,1336 -,,,,,,,,6742,9048,2584,1233 -,,,,,,,,6743,8118,2319,1106 -,,,,,,,,6744,7289,2082,994 -,,,,,,,,6745,6718,1918,916 -,,,,,,,,6746,6412,1831,874 -,,,,,,,,6747,6271,1791,855 -,,,,,,,,6748,6251,1785,852 -,,,,,,,,6749,6441,1839,878 -,,,,,,,,6750,7129,2036,972 -,,,,,,,,6751,8475,2420,1156 -,,,,,,,,6752,9271,2648,1264 -,,,,,,,,6753,9514,2717,1297 -,,,,,,,,6754,9664,2760,1318 -,,,,,,,,6755,9782,2794,1333 -,,,,,,,,6756,9832,2808,1340 -,,,,,,,,6757,9795,2797,1335 -,,,,,,,,6758,9784,2795,1334 -,,,,,,,,6759,9695,2769,1322 -,,,,,,,,6760,9635,2751,1313 -,,,,,,,,6761,9721,2776,1325 -,,,,,,,,6762,10006,2858,1364 -,,,,,,,,6763,10501,2999,1432 -,,,,,,,,6764,10482,2994,1429 -,,,,,,,,6765,10012,2860,1365 -,,,,,,,,6766,9232,2636,1258 -,,,,,,,,6767,8251,2356,1125 -,,,,,,,,6768,7381,2108,1006 -,,,,,,,,6769,6823,1948,930 -,,,,,,,,6770,6517,1861,888 -,,,,,,,,6771,6367,1818,868 -,,,,,,,,6772,6331,1808,863 -,,,,,,,,6773,6506,1858,887 -,,,,,,,,6774,7168,2048,977 -,,,,,,,,6775,8501,2428,1159 -,,,,,,,,6776,9336,2666,1272 -,,,,,,,,6777,9573,2734,1305 -,,,,,,,,6778,9726,2778,1326 -,,,,,,,,6779,9869,2819,1345 -,,,,,,,,6780,9935,2838,1354 -,,,,,,,,6781,9920,2833,1353 -,,,,,,,,6782,9921,2834,1353 -,,,,,,,,6783,9864,2817,1345 -,,,,,,,,6784,9830,2807,1340 -,,,,,,,,6785,9937,2838,1355 -,,,,,,,,6786,10163,2902,1386 -,,,,,,,,6787,10544,3011,1438 -,,,,,,,,6788,10513,3002,1434 -,,,,,,,,6789,10044,2869,1369 -,,,,,,,,6790,9283,2651,1266 -,,,,,,,,6791,8311,2374,1133 -,,,,,,,,6792,7430,2122,1013 -,,,,,,,,6793,6848,1956,934 -,,,,,,,,6794,6538,1867,891 -,,,,,,,,6795,6368,1818,868 -,,,,,,,,6796,6352,1814,866 -,,,,,,,,6797,6540,1868,892 -,,,,,,,,6798,7214,2060,984 -,,,,,,,,6799,8543,2440,1165 -,,,,,,,,6800,9247,2641,1261 -,,,,,,,,6801,9440,2696,1287 -,,,,,,,,6802,9530,2722,1299 -,,,,,,,,6803,9579,2735,1306 -,,,,,,,,6804,9570,2733,1305 -,,,,,,,,6805,9509,2715,1297 -,,,,,,,,6806,9486,2710,1293 -,,,,,,,,6807,9369,2675,1277 -,,,,,,,,6808,9297,2655,1267 -,,,,,,,,6809,9332,2665,1272 -,,,,,,,,6810,9543,2725,1301 -,,,,,,,,6811,10152,2900,1384 -,,,,,,,,6812,10323,2948,1408 -,,,,,,,,6813,9955,2843,1358 -,,,,,,,,6814,9241,2639,1260 -,,,,,,,,6815,8372,2391,1141 -,,,,,,,,6816,7532,2151,1027 -,,,,,,,,6817,6919,1976,944 -,,,,,,,,6818,6601,1885,900 -,,,,,,,,6819,6439,1839,878 -,,,,,,,,6820,6409,1830,873 -,,,,,,,,6821,6575,1878,896 -,,,,,,,,6822,7244,2069,988 -,,,,,,,,6823,8549,2441,1166 -,,,,,,,,6824,9279,2650,1265 -,,,,,,,,6825,9495,2711,1294 -,,,,,,,,6826,9685,2766,1320 -,,,,,,,,6827,9844,2811,1342 -,,,,,,,,6828,9877,2820,1347 -,,,,,,,,6829,9785,2795,1334 -,,,,,,,,6830,9703,2771,1322 -,,,,,,,,6831,9504,2715,1296 -,,,,,,,,6832,9356,2672,1276 -,,,,,,,,6833,9370,2676,1277 -,,,,,,,,6834,9575,2735,1305 -,,,,,,,,6835,10105,2886,1378 -,,,,,,,,6836,10165,2903,1386 -,,,,,,,,6837,9821,2805,1339 -,,,,,,,,6838,9297,2655,1267 -,,,,,,,,6839,8541,2439,1165 -,,,,,,,,6840,7776,2221,1060 -,,,,,,,,6841,7191,2054,980 -,,,,,,,,6842,6879,1965,938 -,,,,,,,,6843,6724,1920,917 -,,,,,,,,6844,6666,1903,909 -,,,,,,,,6845,6748,1927,920 -,,,,,,,,6846,7044,2012,960 -,,,,,,,,6847,7571,2162,1032 -,,,,,,,,6848,8141,2325,1110 -,,,,,,,,6849,8734,2494,1191 -,,,,,,,,6850,9001,2571,1227 -,,,,,,,,6851,9039,2582,1232 -,,,,,,,,6852,8917,2546,1216 -,,,,,,,,6853,8728,2493,1190 -,,,,,,,,6854,8523,2434,1162 -,,,,,,,,6855,8361,2388,1140 -,,,,,,,,6856,8316,2375,1134 -,,,,,,,,6857,8454,2414,1152 -,,,,,,,,6858,8810,2516,1202 -,,,,,,,,6859,9471,2704,1291 -,,,,,,,,6860,9488,2710,1293 -,,,,,,,,6861,9205,2629,1255 -,,,,,,,,6862,8742,2497,1191 -,,,,,,,,6863,8115,2318,1106 -,,,,,,,,6864,7452,2128,1016 -,,,,,,,,6865,6914,1974,943 -,,,,,,,,6866,6548,1870,893 -,,,,,,,,6867,6368,1818,868 -,,,,,,,,6868,6271,1791,855 -,,,,,,,,6869,6272,1791,855 -,,,,,,,,6870,6432,1837,877 -,,,,,,,,6871,6777,1936,923 -,,,,,,,,6872,7254,2072,989 -,,,,,,,,6873,7927,2264,1080 -,,,,,,,,6874,8483,2423,1156 -,,,,,,,,6875,8799,2513,1200 -,,,,,,,,6876,8974,2563,1223 -,,,,,,,,6877,9012,2574,1229 -,,,,,,,,6878,8904,2543,1214 -,,,,,,,,6879,8763,2503,1195 -,,,,,,,,6880,8696,2484,1186 -,,,,,,,,6881,8809,2516,1201 -,,,,,,,,6882,9089,2596,1239 -,,,,,,,,6883,9668,2761,1318 -,,,,,,,,6884,9709,2773,1323 -,,,,,,,,6885,9332,2665,1272 -,,,,,,,,6886,8614,2459,1174 -,,,,,,,,6887,7822,2234,1066 -,,,,,,,,6888,7108,2030,969 -,,,,,,,,6889,6609,1888,901 -,,,,,,,,6890,6360,1816,867 -,,,,,,,,6891,6251,1785,852 -,,,,,,,,6892,6247,1784,852 -,,,,,,,,6893,6447,1841,878 -,,,,,,,,6894,7148,2042,974 -,,,,,,,,6895,8479,2421,1156 -,,,,,,,,6896,9252,2642,1262 -,,,,,,,,6897,9501,2714,1295 -,,,,,,,,6898,9791,2796,1335 -,,,,,,,,6899,9989,2853,1362 -,,,,,,,,6900,10073,2877,1373 -,,,,,,,,6901,10059,2873,1372 -,,,,,,,,6902,10071,2876,1373 -,,,,,,,,6903,9979,2850,1360 -,,,,,,,,6904,9909,2830,1351 -,,,,,,,,6905,9971,2848,1359 -,,,,,,,,6906,10271,2934,1400 -,,,,,,,,6907,10775,3077,1469 -,,,,,,,,6908,10623,3034,1449 -,,,,,,,,6909,10107,2886,1378 -,,,,,,,,6910,9318,2661,1270 -,,,,,,,,6911,8351,2385,1138 -,,,,,,,,6912,7509,2144,1024 -,,,,,,,,6913,6933,1980,945 -,,,,,,,,6914,6601,1885,900 -,,,,,,,,6915,6414,1832,874 -,,,,,,,,6916,6340,1810,864 -,,,,,,,,6917,6463,1846,881 -,,,,,,,,6918,7074,2020,964 -,,,,,,,,6919,8360,2388,1140 -,,,,,,,,6920,9155,2614,1248 -,,,,,,,,6921,9305,2658,1268 -,,,,,,,,6922,9414,2689,1283 -,,,,,,,,6923,9547,2726,1302 -,,,,,,,,6924,9579,2735,1306 -,,,,,,,,6925,9511,2716,1297 -,,,,,,,,6926,9483,2708,1292 -,,,,,,,,6927,9361,2674,1277 -,,,,,,,,6928,9284,2651,1266 -,,,,,,,,6929,9371,2676,1277 -,,,,,,,,6930,9662,2760,1318 -,,,,,,,,6931,10331,2950,1408 -,,,,,,,,6932,10346,2955,1410 -,,,,,,,,6933,9935,2837,1354 -,,,,,,,,6934,9175,2620,1251 -,,,,,,,,6935,8327,2378,1136 -,,,,,,,,6936,7525,2149,1026 -,,,,,,,,6937,6909,1973,942 -,,,,,,,,6938,6616,1889,902 -,,,,,,,,6939,6489,1853,884 -,,,,,,,,6940,6478,1850,883 -,,,,,,,,6941,6687,1910,912 -,,,,,,,,6942,7393,2112,1008 -,,,,,,,,6943,8775,2506,1196 -,,,,,,,,6944,9497,2712,1295 -,,,,,,,,6945,9625,2749,1312 -,,,,,,,,6946,9630,2750,1312 -,,,,,,,,6947,9656,2758,1317 -,,,,,,,,6948,9617,2746,1311 -,,,,,,,,6949,9548,2727,1302 -,,,,,,,,6950,9525,2720,1298 -,,,,,,,,6951,9429,2693,1286 -,,,,,,,,6952,9358,2672,1276 -,,,,,,,,6953,9396,2684,1281 -,,,,,,,,6954,9674,2763,1319 -,,,,,,,,6955,10346,2955,1410 -,,,,,,,,6956,10339,2953,1409 -,,,,,,,,6957,9933,2837,1354 -,,,,,,,,6958,9213,2631,1256 -,,,,,,,,6959,8227,2349,1121 -,,,,,,,,6960,7412,2117,1010 -,,,,,,,,6961,6859,1958,935 -,,,,,,,,6962,6568,1876,895 -,,,,,,,,6963,6443,1840,878 -,,,,,,,,6964,6412,1831,874 -,,,,,,,,6965,6613,1888,902 -,,,,,,,,6966,7306,2087,996 -,,,,,,,,6967,8690,2482,1185 -,,,,,,,,6968,9437,2695,1287 -,,,,,,,,6969,9564,2731,1304 -,,,,,,,,6970,9616,2746,1311 -,,,,,,,,6971,9682,2765,1320 -,,,,,,,,6972,9234,2637,1259 -,,,,,,,,6973,9414,2689,1283 -,,,,,,,,6974,9407,2686,1282 -,,,,,,,,6975,9652,2756,1316 -,,,,,,,,6976,9064,2589,1236 -,,,,,,,,6977,9471,2704,1291 -,,,,,,,,6978,9694,2769,1322 -,,,,,,,,6979,10310,2945,1405 -,,,,,,,,6980,10305,2943,1405 -,,,,,,,,6981,9887,2824,1348 -,,,,,,,,6982,9182,2622,1252 -,,,,,,,,6983,8257,2358,1126 -,,,,,,,,6984,7406,2115,1010 -,,,,,,,,6985,6826,1949,930 -,,,,,,,,6986,6511,1859,888 -,,,,,,,,6987,6362,1817,867 -,,,,,,,,6988,6328,1807,863 -,,,,,,,,6989,6498,1856,886 -,,,,,,,,6990,7137,2038,973 -,,,,,,,,6991,8435,2409,1150 -,,,,,,,,6992,9309,2659,1269 -,,,,,,,,6993,9616,2746,1311 -,,,,,,,,6994,9834,2809,1341 -,,,,,,,,6995,10014,2860,1365 -,,,,,,,,6996,10062,2874,1372 -,,,,,,,,6997,10008,2858,1364 -,,,,,,,,6998,9997,2855,1363 -,,,,,,,,6999,9912,2831,1352 -,,,,,,,,7000,9856,2815,1343 -,,,,,,,,7001,9933,2837,1354 -,,,,,,,,7002,10180,2907,1388 -,,,,,,,,7003,10417,2975,1420 -,,,,,,,,7004,10163,2902,1386 -,,,,,,,,7005,9758,2787,1330 -,,,,,,,,7006,9185,2623,1252 -,,,,,,,,7007,8418,2404,1147 -,,,,,,,,7008,7613,2174,1038 -,,,,,,,,7009,7009,2002,955 -,,,,,,,,7010,6662,1903,909 -,,,,,,,,7011,6459,1844,880 -,,,,,,,,7012,6370,1819,868 -,,,,,,,,7013,6396,1827,872 -,,,,,,,,7014,6609,1888,901 -,,,,,,,,7015,7102,2028,968 -,,,,,,,,7016,7683,2194,1047 -,,,,,,,,7017,8347,2384,1138 -,,,,,,,,7018,8861,2530,1208 -,,,,,,,,7019,9116,2604,1243 -,,,,,,,,7020,9184,2623,1252 -,,,,,,,,7021,9113,2602,1242 -,,,,,,,,7022,8963,2559,1222 -,,,,,,,,7023,8783,2509,1197 -,,,,,,,,7024,8671,2476,1182 -,,,,,,,,7025,8696,2484,1186 -,,,,,,,,7026,8882,2537,1211 -,,,,,,,,7027,9420,2690,1284 -,,,,,,,,7028,9299,2655,1267 -,,,,,,,,7029,8961,2559,1222 -,,,,,,,,7030,8474,2420,1156 -,,,,,,,,7031,7835,2238,1068 -,,,,,,,,7032,7168,2047,977 -,,,,,,,,7033,6619,1890,903 -,,,,,,,,7034,6264,1788,853 -,,,,,,,,7035,6074,1735,827 -,,,,,,,,7036,5972,1706,814 -,,,,,,,,7037,5979,1708,815 -,,,,,,,,7038,6124,1749,835 -,,,,,,,,7039,6467,1847,882 -,,,,,,,,7040,6865,1960,936 -,,,,,,,,7041,7490,2139,1021 -,,,,,,,,7042,7979,2279,1088 -,,,,,,,,7043,8216,2346,1120 -,,,,,,,,7044,8342,2382,1137 -,,,,,,,,7045,8387,2395,1143 -,,,,,,,,7046,8333,2379,1136 -,,,,,,,,7047,8291,2368,1130 -,,,,,,,,7048,8314,2374,1133 -,,,,,,,,7049,8518,2433,1161 -,,,,,,,,7050,8915,2546,1216 -,,,,,,,,7051,9605,2743,1309 -,,,,,,,,7052,9438,2695,1287 -,,,,,,,,7053,9109,2601,1242 -,,,,,,,,7054,8429,2407,1149 -,,,,,,,,7055,7631,2179,1040 -,,,,,,,,7056,6913,1974,943 -,,,,,,,,7057,6413,1831,874 -,,,,,,,,7058,6160,1759,839 -,,,,,,,,7059,6057,1730,826 -,,,,,,,,7060,6063,1732,827 -,,,,,,,,7061,6264,1789,853 -,,,,,,,,7062,6969,1990,950 -,,,,,,,,7063,8336,2380,1136 -,,,,,,,,7064,9080,2594,1238 -,,,,,,,,7065,9266,2646,1263 -,,,,,,,,7066,9442,2696,1288 -,,,,,,,,7067,9596,2740,1308 -,,,,,,,,7068,9652,2756,1316 -,,,,,,,,7069,9608,2744,1310 -,,,,,,,,7070,9596,2740,1308 -,,,,,,,,7071,9499,2713,1295 -,,,,,,,,7072,9425,2692,1285 -,,,,,,,,7073,9486,2710,1293 -,,,,,,,,7074,9786,2795,1334 -,,,,,,,,7075,10450,2985,1424 -,,,,,,,,7076,10337,2952,1409 -,,,,,,,,7077,9823,2805,1339 -,,,,,,,,7078,9061,2588,1235 -,,,,,,,,7079,8155,2329,1111 -,,,,,,,,7080,7324,2092,999 -,,,,,,,,7081,6715,1918,915 -,,,,,,,,7082,6397,1827,872 -,,,,,,,,7083,6239,1782,850 -,,,,,,,,7084,6222,1777,848 -,,,,,,,,7085,6384,1823,870 -,,,,,,,,7086,7096,2027,967 -,,,,,,,,7087,8464,2417,1154 -,,,,,,,,7088,9188,2625,1252 -,,,,,,,,7089,9333,2665,1272 -,,,,,,,,7090,9428,2693,1285 -,,,,,,,,7091,9535,2723,1300 -,,,,,,,,7092,9581,2736,1306 -,,,,,,,,7093,9551,2728,1302 -,,,,,,,,7094,9564,2731,1304 -,,,,,,,,7095,9473,2705,1292 -,,,,,,,,7096,9411,2688,1283 -,,,,,,,,7097,9500,2714,1295 -,,,,,,,,7098,9880,2822,1347 -,,,,,,,,7099,10506,3000,1432 -,,,,,,,,7100,10330,2950,1408 -,,,,,,,,7101,9846,2812,1343 -,,,,,,,,7102,9109,2601,1242 -,,,,,,,,7103,8148,2327,1110 -,,,,,,,,7104,7310,2088,996 -,,,,,,,,7105,6766,1933,923 -,,,,,,,,7106,6471,1848,882 -,,,,,,,,7107,6318,1804,861 -,,,,,,,,7108,6281,1793,856 -,,,,,,,,7109,6460,1845,880 -,,,,,,,,7110,7134,2038,973 -,,,,,,,,7111,8524,2434,1162 -,,,,,,,,7112,9310,2659,1269 -,,,,,,,,7113,9468,2704,1291 -,,,,,,,,7114,9576,2735,1306 -,,,,,,,,7115,9653,2757,1316 -,,,,,,,,7116,9661,2759,1317 -,,,,,,,,7117,9627,2749,1312 -,,,,,,,,7118,9607,2744,1310 -,,,,,,,,7119,9503,2714,1296 -,,,,,,,,7120,9431,2694,1286 -,,,,,,,,7121,9538,2724,1300 -,,,,,,,,7122,9943,2840,1356 -,,,,,,,,7123,10492,2996,1430 -,,,,,,,,7124,10331,2950,1408 -,,,,,,,,7125,9879,2821,1347 -,,,,,,,,7126,9173,2620,1251 -,,,,,,,,7127,8195,2340,1117 -,,,,,,,,7128,7368,2104,1004 -,,,,,,,,7129,6806,1943,928 -,,,,,,,,7130,6511,1859,888 -,,,,,,,,7131,6370,1819,868 -,,,,,,,,7132,6352,1814,866 -,,,,,,,,7133,6528,1864,890 -,,,,,,,,7134,7225,2063,985 -,,,,,,,,7135,8600,2456,1172 -,,,,,,,,7136,9328,2665,1272 -,,,,,,,,7137,9431,2694,1286 -,,,,,,,,7138,9530,2721,1299 -,,,,,,,,7139,9618,2746,1311 -,,,,,,,,7140,9627,2749,1312 -,,,,,,,,7141,9564,2731,1304 -,,,,,,,,7142,9540,2725,1301 -,,,,,,,,7143,9430,2693,1286 -,,,,,,,,7144,9350,2670,1275 -,,,,,,,,7145,9411,2688,1283 -,,,,,,,,7146,9752,2785,1329 -,,,,,,,,7147,10385,2965,1416 -,,,,,,,,7148,10276,2935,1401 -,,,,,,,,7149,9867,2818,1345 -,,,,,,,,7150,9179,2621,1252 -,,,,,,,,7151,8248,2355,1125 -,,,,,,,,7152,7401,2114,1009 -,,,,,,,,7153,6835,1952,932 -,,,,,,,,7154,6513,1860,888 -,,,,,,,,7155,6361,1817,867 -,,,,,,,,7156,6338,1810,864 -,,,,,,,,7157,6503,1857,886 -,,,,,,,,7158,7168,2047,977 -,,,,,,,,7159,8481,2422,1156 -,,,,,,,,7160,9241,2639,1260 -,,,,,,,,7161,9414,2689,1283 -,,,,,,,,7162,9566,2732,1304 -,,,,,,,,7163,9676,2763,1319 -,,,,,,,,7164,9685,2765,1320 -,,,,,,,,7165,9607,2744,1310 -,,,,,,,,7166,9553,2728,1302 -,,,,,,,,7167,9443,2697,1288 -,,,,,,,,7168,9344,2669,1274 -,,,,,,,,7169,9334,2665,1272 -,,,,,,,,7170,9565,2732,1304 -,,,,,,,,7171,10029,2865,1368 -,,,,,,,,7172,9811,2802,1338 -,,,,,,,,7173,9424,2691,1285 -,,,,,,,,7174,8864,2532,1208 -,,,,,,,,7175,8111,2316,1106 -,,,,,,,,7176,7336,2095,1000 -,,,,,,,,7177,6759,1930,921 -,,,,,,,,7178,6417,1833,875 -,,,,,,,,7179,6229,1779,849 -,,,,,,,,7180,6139,1753,837 -,,,,,,,,7181,6177,1764,842 -,,,,,,,,7182,6432,1837,877 -,,,,,,,,7183,6962,1989,949 -,,,,,,,,7184,7531,2150,1026 -,,,,,,,,7185,8163,2331,1113 -,,,,,,,,7186,8594,2454,1171 -,,,,,,,,7187,8787,2509,1198 -,,,,,,,,7188,8790,2510,1198 -,,,,,,,,7189,8729,2493,1190 -,,,,,,,,7190,8608,2459,1173 -,,,,,,,,7191,8475,2420,1156 -,,,,,,,,7192,8413,2403,1147 -,,,,,,,,7193,8502,2428,1159 -,,,,,,,,7194,8917,2547,1216 -,,,,,,,,7195,9479,2707,1292 -,,,,,,,,7196,9271,2648,1264 -,,,,,,,,7197,8926,2549,1216 -,,,,,,,,7198,8445,2412,1151 -,,,,,,,,7199,7838,2239,1069 -,,,,,,,,7200,7185,2052,979 -,,,,,,,,7201,6664,1903,909 -,,,,,,,,7202,6321,1805,862 -,,,,,,,,7203,6114,1746,833 -,,,,,,,,7204,6015,1718,820 -,,,,,,,,7205,6013,1718,819 -,,,,,,,,7206,6167,1761,841 -,,,,,,,,7207,6531,1865,890 -,,,,,,,,7208,7035,2009,959 -,,,,,,,,7209,7696,2199,1050 -,,,,,,,,7210,8286,2366,1130 -,,,,,,,,7211,8626,2464,1176 -,,,,,,,,7212,8831,2522,1204 -,,,,,,,,7213,8955,2558,1221 -,,,,,,,,7214,8937,2553,1218 -,,,,,,,,7215,8906,2544,1214 -,,,,,,,,7216,8922,2548,1216 -,,,,,,,,7217,9164,2617,1249 -,,,,,,,,7218,9690,2767,1321 -,,,,,,,,7219,10129,2893,1381 -,,,,,,,,7220,9903,2828,1350 -,,,,,,,,7221,9435,2694,1287 -,,,,,,,,7222,8793,2511,1199 -,,,,,,,,7223,8056,2301,1098 -,,,,,,,,7224,7343,2097,1001 -,,,,,,,,7225,6750,1928,920 -,,,,,,,,7226,6410,1831,873 -,,,,,,,,7227,6232,1780,849 -,,,,,,,,7228,6190,1768,843 -,,,,,,,,7229,6339,1810,864 -,,,,,,,,7230,6905,1972,941 -,,,,,,,,7231,7872,2249,1073 -,,,,,,,,7232,8655,2472,1180 -,,,,,,,,7233,9215,2632,1257 -,,,,,,,,7234,9691,2767,1321 -,,,,,,,,7235,9958,2844,1358 -,,,,,,,,7236,10027,2864,1367 -,,,,,,,,7237,9900,2828,1350 -,,,,,,,,7238,9694,2768,1322 -,,,,,,,,7239,9270,2647,1264 -,,,,,,,,7240,8829,2521,1204 -,,,,,,,,7241,8607,2458,1173 -,,,,,,,,7242,8629,2464,1176 -,,,,,,,,7243,8384,2394,1143 -,,,,,,,,7244,7789,2224,1062 -,,,,,,,,7245,7274,2078,992 -,,,,,,,,7246,6786,1938,925 -,,,,,,,,7247,6243,1783,851 -,,,,,,,,7248,5745,1641,783 -,,,,,,,,7249,5396,1541,736 -,,,,,,,,7250,5207,1487,710 -,,,,,,,,7251,5105,1457,696 -,,,,,,,,7252,5098,1456,695 -,,,,,,,,7253,5246,1498,715 -,,,,,,,,7254,5692,1626,776 -,,,,,,,,7255,6529,1864,890 -,,,,,,,,7256,7244,2068,988 -,,,,,,,,7257,7692,2197,1049 -,,,,,,,,7258,8046,2298,1097 -,,,,,,,,7259,8334,2379,1136 -,,,,,,,,7260,8479,2421,1156 -,,,,,,,,7261,8558,2444,1166 -,,,,,,,,7262,8583,2451,1170 -,,,,,,,,7263,8515,2432,1161 -,,,,,,,,7264,8522,2434,1161 -,,,,,,,,7265,8707,2486,1187 -,,,,,,,,7266,9186,2624,1252 -,,,,,,,,7267,9486,2709,1293 -,,,,,,,,7268,9235,2637,1259 -,,,,,,,,7269,8834,2523,1205 -,,,,,,,,7270,8155,2329,1111 -,,,,,,,,7271,7406,2115,1010 -,,,,,,,,7272,6727,1921,917 -,,,,,,,,7273,6274,1792,855 -,,,,,,,,7274,6017,1718,820 -,,,,,,,,7275,5876,1678,801 -,,,,,,,,7276,5849,1670,797 -,,,,,,,,7277,6002,1714,818 -,,,,,,,,7278,6592,1883,899 -,,,,,,,,7279,7764,2218,1059 -,,,,,,,,7280,8532,2436,1163 -,,,,,,,,7281,8721,2490,1189 -,,,,,,,,7282,8900,2542,1213 -,,,,,,,,7283,9050,2584,1234 -,,,,,,,,7284,9105,2600,1242 -,,,,,,,,7285,9076,2592,1237 -,,,,,,,,7286,9058,2587,1235 -,,,,,,,,7287,8983,2565,1225 -,,,,,,,,7288,8949,2555,1220 -,,,,,,,,7289,9055,2586,1235 -,,,,,,,,7290,9309,2659,1269 -,,,,,,,,7291,9488,2710,1293 -,,,,,,,,7292,9292,2654,1267 -,,,,,,,,7293,9063,2589,1236 -,,,,,,,,7294,8543,2439,1165 -,,,,,,,,7295,7755,2214,1057 -,,,,,,,,7296,7018,2004,957 -,,,,,,,,7297,6536,1867,891 -,,,,,,,,7298,6281,1793,856 -,,,,,,,,7299,6141,1753,837 -,,,,,,,,7300,6110,1745,833 -,,,,,,,,7301,6288,1795,857 -,,,,,,,,7302,6921,1977,944 -,,,,,,,,7303,8159,2330,1112 -,,,,,,,,7304,8917,2547,1216 -,,,,,,,,7305,9048,2584,1233 -,,,,,,,,7306,9160,2616,1249 -,,,,,,,,7307,9242,2639,1260 -,,,,,,,,7308,9238,2638,1259 -,,,,,,,,7309,9182,2622,1252 -,,,,,,,,7310,9152,2614,1247 -,,,,,,,,7311,9066,2589,1236 -,,,,,,,,7312,9037,2581,1232 -,,,,,,,,7313,9198,2627,1254 -,,,,,,,,7314,9718,2775,1325 -,,,,,,,,7315,10165,2903,1386 -,,,,,,,,7316,9996,2855,1363 -,,,,,,,,7317,9595,2740,1308 -,,,,,,,,7318,8941,2553,1219 -,,,,,,,,7319,8071,2304,1100 -,,,,,,,,7320,7293,2083,994 -,,,,,,,,7321,6751,1928,920 -,,,,,,,,7322,6452,1843,879 -,,,,,,,,7323,6288,1796,857 -,,,,,,,,7324,6255,1786,853 -,,,,,,,,7325,6423,1834,875 -,,,,,,,,7326,7062,2017,963 -,,,,,,,,7327,8312,2374,1133 -,,,,,,,,7328,9124,2605,1244 -,,,,,,,,7329,9279,2649,1265 -,,,,,,,,7330,9383,2680,1279 -,,,,,,,,7331,9459,2701,1289 -,,,,,,,,7332,9385,2680,1279 -,,,,,,,,7333,9305,2657,1268 -,,,,,,,,7334,9291,2654,1267 -,,,,,,,,7335,9200,2627,1254 -,,,,,,,,7336,9147,2612,1247 -,,,,,,,,7337,9297,2655,1267 -,,,,,,,,7338,9724,2777,1326 -,,,,,,,,7339,10063,2874,1372 -,,,,,,,,7340,9823,2805,1339 -,,,,,,,,7341,9456,2700,1289 -,,,,,,,,7342,8934,2551,1218 -,,,,,,,,7343,8225,2349,1121 -,,,,,,,,7344,7491,2139,1021 -,,,,,,,,7345,6933,1980,945 -,,,,,,,,7346,6589,1882,899 -,,,,,,,,7347,6424,1834,876 -,,,,,,,,7348,6346,1813,865 -,,,,,,,,7349,6398,1827,872 -,,,,,,,,7350,6647,1898,906 -,,,,,,,,7351,7168,2047,977 -,,,,,,,,7352,7730,2208,1054 -,,,,,,,,7353,8280,2364,1129 -,,,,,,,,7354,8666,2474,1181 -,,,,,,,,7355,8792,2511,1199 -,,,,,,,,7356,8748,2498,1192 -,,,,,,,,7357,8634,2466,1177 -,,,,,,,,7358,8481,2422,1156 -,,,,,,,,7359,8362,2388,1140 -,,,,,,,,7360,8316,2374,1134 -,,,,,,,,7361,8517,2432,1161 -,,,,,,,,7362,9069,2590,1236 -,,,,,,,,7363,9568,2732,1304 -,,,,,,,,7364,9365,2675,1277 -,,,,,,,,7365,9078,2593,1237 -,,,,,,,,7366,8656,2472,1180 -,,,,,,,,7367,8089,2310,1103 -,,,,,,,,7368,7494,2140,1021 -,,,,,,,,7369,6949,1984,947 -,,,,,,,,7370,6507,1858,887 -,,,,,,,,7371,6314,1803,861 -,,,,,,,,7372,6304,1800,859 -,,,,,,,,7373,6414,1832,874 -,,,,,,,,7374,6687,1910,912 -,,,,,,,,7375,7075,2020,964 -,,,,,,,,7376,7640,2182,1041 -,,,,,,,,7377,8202,2342,1118 -,,,,,,,,7378,8477,2420,1156 -,,,,,,,,7379,8510,2430,1160 -,,,,,,,,7380,8481,2422,1156 -,,,,,,,,7381,8428,2407,1149 -,,,,,,,,7382,8366,2389,1140 -,,,,,,,,7383,8342,2383,1137 -,,,,,,,,7384,8492,2425,1157 -,,,,,,,,7385,9285,2651,1266 -,,,,,,,,7386,9997,2855,1363 -,,,,,,,,7387,10020,2861,1366 -,,,,,,,,7388,9713,2774,1324 -,,,,,,,,7389,9387,2680,1280 -,,,,,,,,7390,8555,2443,1166 -,,,,,,,,7391,7755,2215,1057 -,,,,,,,,7392,7082,2023,965 -,,,,,,,,7393,6782,1937,924 -,,,,,,,,7394,6581,1879,897 -,,,,,,,,7395,6505,1858,887 -,,,,,,,,7396,6550,1870,893 -,,,,,,,,7397,6827,1950,931 -,,,,,,,,7398,7644,2183,1042 -,,,,,,,,7399,8992,2568,1226 -,,,,,,,,7400,9716,2775,1324 -,,,,,,,,7401,9891,2825,1348 -,,,,,,,,7402,9973,2849,1360 -,,,,,,,,7403,9995,2855,1363 -,,,,,,,,7404,9959,2845,1358 -,,,,,,,,7405,9875,2820,1346 -,,,,,,,,7406,9805,2800,1337 -,,,,,,,,7407,9639,2753,1314 -,,,,,,,,7408,9717,2775,1325 -,,,,,,,,7409,10430,2979,1422 -,,,,,,,,7410,11293,3225,1540 -,,,,,,,,7411,11238,3210,1532 -,,,,,,,,7412,10930,3121,1490 -,,,,,,,,7413,10459,2987,1426 -,,,,,,,,7414,9726,2778,1326 -,,,,,,,,7415,8839,2525,1205 -,,,,,,,,7416,8038,2295,1095 -,,,,,,,,7417,7549,2156,1029 -,,,,,,,,7418,7310,2088,996 -,,,,,,,,7419,7228,2064,985 -,,,,,,,,7420,7262,2073,989 -,,,,,,,,7421,7519,2148,1025 -,,,,,,,,7422,8322,2376,1135 -,,,,,,,,7423,9464,2703,1290 -,,,,,,,,7424,10030,2865,1368 -,,,,,,,,7425,10132,2894,1382 -,,,,,,,,7426,10119,2890,1379 -,,,,,,,,7427,10087,2880,1375 -,,,,,,,,7428,10024,2863,1367 -,,,,,,,,7429,9907,2830,1351 -,,,,,,,,7430,9827,2806,1340 -,,,,,,,,7431,9742,2782,1328 -,,,,,,,,7432,9772,2790,1332 -,,,,,,,,7433,10374,2962,1414 -,,,,,,,,7434,11315,3231,1543 -,,,,,,,,7435,11326,3235,1545 -,,,,,,,,7436,11104,3171,1514 -,,,,,,,,7437,10657,3044,1453 -,,,,,,,,7438,9960,2845,1358 -,,,,,,,,7439,9088,2595,1239 -,,,,,,,,7440,8337,2381,1136 -,,,,,,,,7441,7946,2269,1083 -,,,,,,,,7442,7624,2177,1040 -,,,,,,,,7443,7412,2117,1010 -,,,,,,,,7444,7356,2101,1003 -,,,,,,,,7445,7642,2183,1042 -,,,,,,,,7446,8347,2384,1138 -,,,,,,,,7447,9626,2749,1312 -,,,,,,,,7448,10229,2921,1394 -,,,,,,,,7449,10463,2988,1427 -,,,,,,,,7450,10599,3027,1445 -,,,,,,,,7451,10700,3056,1459 -,,,,,,,,7452,10783,3080,1470 -,,,,,,,,7453,10782,3079,1470 -,,,,,,,,7454,10826,3091,1476 -,,,,,,,,7455,10864,3102,1481 -,,,,,,,,7456,11085,3166,1511 -,,,,,,,,7457,11609,3316,1583 -,,,,,,,,7458,12138,3466,1655 -,,,,,,,,7459,12100,3456,1650 -,,,,,,,,7460,11631,3321,1585 -,,,,,,,,7461,11198,3198,1527 -,,,,,,,,7462,10309,2944,1405 -,,,,,,,,7463,9301,2656,1268 -,,,,,,,,7464,8475,2420,1156 -,,,,,,,,7465,7891,2254,1075 -,,,,,,,,7466,7615,2175,1038 -,,,,,,,,7467,7474,2134,1019 -,,,,,,,,7468,7476,2134,1019 -,,,,,,,,7469,7696,2198,1050 -,,,,,,,,7470,8417,2404,1147 -,,,,,,,,7471,9576,2735,1306 -,,,,,,,,7472,10279,2935,1402 -,,,,,,,,7473,10586,3023,1444 -,,,,,,,,7474,10680,3050,1456 -,,,,,,,,7475,10774,3076,1469 -,,,,,,,,7476,10792,3082,1471 -,,,,,,,,7477,10698,3056,1459 -,,,,,,,,7478,10668,3046,1454 -,,,,,,,,7479,10575,3020,1442 -,,,,,,,,7480,10644,3040,1451 -,,,,,,,,7481,11210,3201,1529 -,,,,,,,,7482,11693,3340,1595 -,,,,,,,,7483,11538,3295,1573 -,,,,,,,,7484,11233,3208,1531 -,,,,,,,,7485,10756,3072,1466 -,,,,,,,,7486,9959,2844,1358 -,,,,,,,,7487,9011,2574,1228 -,,,,,,,,7488,8151,2328,1111 -,,,,,,,,7489,7636,2181,1041 -,,,,,,,,7490,7348,2099,1002 -,,,,,,,,7491,7194,2054,980 -,,,,,,,,7492,7183,2052,979 -,,,,,,,,7493,7412,2117,1010 -,,,,,,,,7494,8141,2325,1110 -,,,,,,,,7495,9330,2665,1272 -,,,,,,,,7496,9913,2831,1352 -,,,,,,,,7497,10016,2860,1366 -,,,,,,,,7498,10005,2857,1364 -,,,,,,,,7499,9988,2852,1362 -,,,,,,,,7500,9898,2827,1349 -,,,,,,,,7501,9723,2777,1326 -,,,,,,,,7502,9632,2750,1313 -,,,,,,,,7503,9524,2720,1298 -,,,,,,,,7504,9521,2719,1298 -,,,,,,,,7505,10054,2871,1371 -,,,,,,,,7506,10754,3071,1466 -,,,,,,,,7507,10612,3030,1447 -,,,,,,,,7508,10274,2935,1401 -,,,,,,,,7509,9885,2823,1348 -,,,,,,,,7510,9325,2663,1272 -,,,,,,,,7511,8600,2456,1172 -,,,,,,,,7512,7873,2249,1073 -,,,,,,,,7513,7311,2088,997 -,,,,,,,,7514,7015,2003,956 -,,,,,,,,7515,6844,1954,933 -,,,,,,,,7516,6783,1938,924 -,,,,,,,,7517,6872,1963,937 -,,,,,,,,7518,7168,2047,977 -,,,,,,,,7519,7632,2179,1040 -,,,,,,,,7520,8181,2336,1116 -,,,,,,,,7521,8726,2492,1190 -,,,,,,,,7522,8978,2564,1224 -,,,,,,,,7523,8996,2569,1226 -,,,,,,,,7524,8889,2539,1212 -,,,,,,,,7525,8728,2492,1190 -,,,,,,,,7526,8559,2444,1166 -,,,,,,,,7527,8459,2416,1153 -,,,,,,,,7528,8528,2435,1162 -,,,,,,,,7529,9199,2627,1254 -,,,,,,,,7530,9937,2838,1355 -,,,,,,,,7531,9805,2800,1337 -,,,,,,,,7532,9518,2718,1298 -,,,,,,,,7533,9193,2625,1253 -,,,,,,,,7534,8738,2495,1191 -,,,,,,,,7535,8149,2327,1110 -,,,,,,,,7536,7520,2148,1025 -,,,,,,,,7537,7043,2011,960 -,,,,,,,,7538,6729,1922,917 -,,,,,,,,7539,6554,1872,893 -,,,,,,,,7540,6477,1849,883 -,,,,,,,,7541,6517,1861,888 -,,,,,,,,7542,6693,1912,913 -,,,,,,,,7543,7009,2002,955 -,,,,,,,,7544,7476,2134,1019 -,,,,,,,,7545,8079,2307,1101 -,,,,,,,,7546,8429,2407,1149 -,,,,,,,,7547,8559,2444,1166 -,,,,,,,,7548,8593,2454,1171 -,,,,,,,,7549,8576,2449,1169 -,,,,,,,,7550,8462,2417,1154 -,,,,,,,,7551,8364,2389,1140 -,,,,,,,,7552,8398,2399,1145 -,,,,,,,,7553,9091,2596,1239 -,,,,,,,,7554,9896,2826,1349 -,,,,,,,,7555,9771,2790,1332 -,,,,,,,,7556,9445,2697,1288 -,,,,,,,,7557,9037,2581,1232 -,,,,,,,,7558,8453,2414,1152 -,,,,,,,,7559,7767,2219,1059 -,,,,,,,,7560,7130,2036,972 -,,,,,,,,7561,6683,1908,911 -,,,,,,,,7562,6430,1836,877 -,,,,,,,,7563,6310,1802,860 -,,,,,,,,7564,6315,1803,861 -,,,,,,,,7565,6511,1859,888 -,,,,,,,,7566,7110,2030,969 -,,,,,,,,7567,8009,2288,1092 -,,,,,,,,7568,8719,2490,1189 -,,,,,,,,7569,9184,2623,1252 -,,,,,,,,7570,9447,2698,1288 -,,,,,,,,7571,9603,2742,1309 -,,,,,,,,7572,9638,2753,1314 -,,,,,,,,7573,9594,2740,1308 -,,,,,,,,7574,9550,2727,1302 -,,,,,,,,7575,9478,2707,1292 -,,,,,,,,7576,9487,2710,1293 -,,,,,,,,7577,10163,2903,1386 -,,,,,,,,7578,10878,3106,1483 -,,,,,,,,7579,10702,3056,1459 -,,,,,,,,7580,10322,2948,1407 -,,,,,,,,7581,9805,2800,1337 -,,,,,,,,7582,9036,2580,1232 -,,,,,,,,7583,8126,2321,1108 -,,,,,,,,7584,7360,2102,1004 -,,,,,,,,7585,6825,1949,930 -,,,,,,,,7586,6525,1863,889 -,,,,,,,,7587,6366,1818,868 -,,,,,,,,7588,6353,1814,866 -,,,,,,,,7589,6544,1868,892 -,,,,,,,,7590,7251,2071,989 -,,,,,,,,7591,8516,2432,1161 -,,,,,,,,7592,9268,2647,1263 -,,,,,,,,7593,9477,2706,1292 -,,,,,,,,7594,9630,2750,1312 -,,,,,,,,7595,9780,2793,1333 -,,,,,,,,7596,9832,2808,1340 -,,,,,,,,7597,9815,2803,1338 -,,,,,,,,7598,9821,2805,1339 -,,,,,,,,7599,9773,2791,1332 -,,,,,,,,7600,9871,2819,1346 -,,,,,,,,7601,10449,2985,1424 -,,,,,,,,7602,11079,3165,1510 -,,,,,,,,7603,10981,3136,1497 -,,,,,,,,7604,10679,3050,1456 -,,,,,,,,7605,10229,2921,1394 -,,,,,,,,7606,9529,2721,1299 -,,,,,,,,7607,8609,2459,1174 -,,,,,,,,7608,7809,2230,1065 -,,,,,,,,7609,7299,2084,995 -,,,,,,,,7610,7024,2006,958 -,,,,,,,,7611,6910,1973,942 -,,,,,,,,7612,6923,1977,944 -,,,,,,,,7613,7172,2048,978 -,,,,,,,,7614,7956,2272,1085 -,,,,,,,,7615,9281,2650,1265 -,,,,,,,,7616,9915,2832,1352 -,,,,,,,,7617,9989,2853,1362 -,,,,,,,,7618,9955,2843,1358 -,,,,,,,,7619,9932,2836,1354 -,,,,,,,,7620,9850,2813,1343 -,,,,,,,,7621,9737,2780,1328 -,,,,,,,,7622,9660,2759,1317 -,,,,,,,,7623,9608,2744,1310 -,,,,,,,,7624,9711,2774,1324 -,,,,,,,,7625,10407,2972,1418 -,,,,,,,,7626,11254,3214,1535 -,,,,,,,,7627,11216,3203,1530 -,,,,,,,,7628,10959,3130,1494 -,,,,,,,,7629,10560,3016,1439 -,,,,,,,,7630,9865,2817,1345 -,,,,,,,,7631,8966,2560,1222 -,,,,,,,,7632,8145,2326,1110 -,,,,,,,,7633,7604,2172,1036 -,,,,,,,,7634,7334,2094,999 -,,,,,,,,7635,7209,2058,983 -,,,,,,,,7636,7240,2068,987 -,,,,,,,,7637,7477,2135,1020 -,,,,,,,,7638,8217,2347,1120 -,,,,,,,,7639,9528,2721,1299 -,,,,,,,,7640,10187,2910,1388 -,,,,,,,,7641,10291,2939,1403 -,,,,,,,,7642,10298,2941,1404 -,,,,,,,,7643,10272,2934,1400 -,,,,,,,,7644,10173,2905,1387 -,,,,,,,,7645,10035,2866,1368 -,,,,,,,,7646,9986,2852,1362 -,,,,,,,,7647,9905,2829,1350 -,,,,,,,,7648,10024,2863,1367 -,,,,,,,,7649,10758,3072,1467 -,,,,,,,,7650,11410,3259,1555 -,,,,,,,,7651,11345,3240,1547 -,,,,,,,,7652,11079,3164,1510 -,,,,,,,,7653,10654,3042,1453 -,,,,,,,,7654,9940,2839,1355 -,,,,,,,,7655,9032,2580,1232 -,,,,,,,,7656,8197,2341,1117 -,,,,,,,,7657,7669,2190,1045 -,,,,,,,,7658,7389,2110,1007 -,,,,,,,,7659,7243,2068,987 -,,,,,,,,7660,7254,2072,989 -,,,,,,,,7661,7472,2134,1019 -,,,,,,,,7662,8199,2341,1118 -,,,,,,,,7663,9450,2699,1288 -,,,,,,,,7664,10097,2884,1377 -,,,,,,,,7665,10220,2919,1393 -,,,,,,,,7666,10189,2910,1389 -,,,,,,,,7667,10148,2898,1383 -,,,,,,,,7668,10022,2862,1367 -,,,,,,,,7669,9891,2825,1348 -,,,,,,,,7670,9840,2810,1342 -,,,,,,,,7671,9760,2787,1331 -,,,,,,,,7672,9800,2799,1336 -,,,,,,,,7673,10442,2982,1424 -,,,,,,,,7674,11013,3146,1501 -,,,,,,,,7675,10864,3102,1481 -,,,,,,,,7676,10550,3013,1439 -,,,,,,,,7677,10198,2912,1390 -,,,,,,,,7678,9661,2760,1318 -,,,,,,,,7679,8967,2561,1222 -,,,,,,,,7680,8226,2349,1121 -,,,,,,,,7681,7654,2186,1044 -,,,,,,,,7682,7337,2095,1000 -,,,,,,,,7683,7190,2054,980 -,,,,,,,,7684,7152,2043,975 -,,,,,,,,7685,7232,2065,986 -,,,,,,,,7686,7545,2154,1029 -,,,,,,,,7687,8047,2299,1097 -,,,,,,,,7688,8588,2453,1171 -,,,,,,,,7689,9077,2592,1237 -,,,,,,,,7690,9312,2659,1269 -,,,,,,,,7691,9299,2656,1267 -,,,,,,,,7692,9181,2622,1252 -,,,,,,,,7693,9000,2570,1227 -,,,,,,,,7694,8811,2516,1202 -,,,,,,,,7695,8691,2482,1185 -,,,,,,,,7696,8794,2512,1199 -,,,,,,,,7697,9530,2721,1299 -,,,,,,,,7698,10269,2933,1400 -,,,,,,,,7699,10163,2902,1386 -,,,,,,,,7700,9887,2824,1348 -,,,,,,,,7701,9591,2739,1308 -,,,,,,,,7702,9155,2614,1248 -,,,,,,,,7703,8609,2459,1173 -,,,,,,,,7704,7998,2284,1090 -,,,,,,,,7705,7508,2144,1024 -,,,,,,,,7706,7225,2063,985 -,,,,,,,,7707,7088,2024,966 -,,,,,,,,7708,7040,2010,959 -,,,,,,,,7709,7101,2028,968 -,,,,,,,,7710,7334,2094,999 -,,,,,,,,7711,7705,2200,1050 -,,,,,,,,7712,8157,2329,1112 -,,,,,,,,7713,8671,2476,1182 -,,,,,,,,7714,8939,2553,1219 -,,,,,,,,7715,9005,2572,1227 -,,,,,,,,7716,8996,2569,1226 -,,,,,,,,7717,8922,2548,1216 -,,,,,,,,7718,8825,2520,1203 -,,,,,,,,7719,8781,2508,1197 -,,,,,,,,7720,8986,2566,1225 -,,,,,,,,7721,9858,2815,1344 -,,,,,,,,7722,10631,3036,1449 -,,,,,,,,7723,10584,3022,1443 -,,,,,,,,7724,10304,2943,1405 -,,,,,,,,7725,9937,2838,1355 -,,,,,,,,7726,9289,2653,1267 -,,,,,,,,7727,8529,2436,1163 -,,,,,,,,7728,7851,2242,1070 -,,,,,,,,7729,7406,2115,1010 -,,,,,,,,7730,7185,2052,979 -,,,,,,,,7731,7112,2031,969 -,,,,,,,,7732,7156,2044,975 -,,,,,,,,7733,7427,2121,1012 -,,,,,,,,7734,8204,2343,1119 -,,,,,,,,7735,9547,2726,1302 -,,,,,,,,7736,10229,2921,1394 -,,,,,,,,7737,10337,2952,1409 -,,,,,,,,7738,10290,2939,1403 -,,,,,,,,7739,10241,2925,1396 -,,,,,,,,7740,10140,2896,1383 -,,,,,,,,7741,9979,2850,1361 -,,,,,,,,7742,9891,2825,1348 -,,,,,,,,7743,9786,2795,1334 -,,,,,,,,7744,9860,2816,1344 -,,,,,,,,7745,10604,3029,1446 -,,,,,,,,7746,11377,3249,1551 -,,,,,,,,7747,11330,3236,1545 -,,,,,,,,7748,11072,3162,1509 -,,,,,,,,7749,10657,3044,1453 -,,,,,,,,7750,9929,2836,1353 -,,,,,,,,7751,9027,2578,1231 -,,,,,,,,7752,8183,2337,1116 -,,,,,,,,7753,7642,2183,1042 -,,,,,,,,7754,7364,2103,1004 -,,,,,,,,7755,7269,2076,991 -,,,,,,,,7756,7291,2082,994 -,,,,,,,,7757,7540,2153,1028 -,,,,,,,,7758,8324,2377,1135 -,,,,,,,,7759,9601,2742,1309 -,,,,,,,,7760,10207,2915,1392 -,,,,,,,,7761,10284,2937,1402 -,,,,,,,,7762,10220,2919,1393 -,,,,,,,,7763,10142,2896,1383 -,,,,,,,,7764,10032,2865,1368 -,,,,,,,,7765,9913,2831,1352 -,,,,,,,,7766,9838,2810,1342 -,,,,,,,,7767,9742,2782,1328 -,,,,,,,,7768,9819,2805,1338 -,,,,,,,,7769,10588,3024,1444 -,,,,,,,,7770,11242,3211,1533 -,,,,,,,,7771,11189,3195,1525 -,,,,,,,,7772,10925,3120,1489 -,,,,,,,,7773,10511,3002,1433 -,,,,,,,,7774,9860,2816,1344 -,,,,,,,,7775,8946,2555,1220 -,,,,,,,,7776,8094,2312,1103 -,,,,,,,,7777,7521,2148,1025 -,,,,,,,,7778,7214,2060,984 -,,,,,,,,7779,7066,2018,963 -,,,,,,,,7780,7049,2013,961 -,,,,,,,,7781,7264,2074,990 -,,,,,,,,7782,7949,2270,1084 -,,,,,,,,7783,9109,2601,1242 -,,,,,,,,7784,9815,2803,1338 -,,,,,,,,7785,10063,2874,1372 -,,,,,,,,7786,10162,2902,1385 -,,,,,,,,7787,10173,2905,1387 -,,,,,,,,7788,10100,2885,1377 -,,,,,,,,7789,9938,2839,1355 -,,,,,,,,7790,9864,2817,1345 -,,,,,,,,7791,9766,2789,1332 -,,,,,,,,7792,9736,2780,1328 -,,,,,,,,7793,10391,2967,1417 -,,,,,,,,7794,11042,3154,1505 -,,,,,,,,7795,10895,3111,1485 -,,,,,,,,7796,10584,3023,1443 -,,,,,,,,7797,10163,2903,1386 -,,,,,,,,7798,9558,2730,1303 -,,,,,,,,7799,8771,2504,1196 -,,,,,,,,7800,7955,2272,1085 -,,,,,,,,7801,7340,2096,1000 -,,,,,,,,7802,6984,1994,952 -,,,,,,,,7803,6782,1937,924 -,,,,,,,,7804,6711,1917,915 -,,,,,,,,7805,6782,1937,924 -,,,,,,,,7806,7105,2029,969 -,,,,,,,,7807,7588,2167,1035 -,,,,,,,,7808,8179,2335,1115 -,,,,,,,,7809,8835,2523,1205 -,,,,,,,,7810,9267,2646,1263 -,,,,,,,,7811,9453,2700,1288 -,,,,,,,,7812,9451,2699,1288 -,,,,,,,,7813,9125,2606,1244 -,,,,,,,,7814,8598,2455,1172 -,,,,,,,,7815,8129,2322,1108 -,,,,,,,,7816,7891,2254,1075 -,,,,,,,,7817,8192,2339,1116 -,,,,,,,,7818,8543,2439,1165 -,,,,,,,,7819,8548,2441,1166 -,,,,,,,,7820,8532,2436,1163 -,,,,,,,,7821,8492,2425,1157 -,,,,,,,,7822,8261,2359,1126 -,,,,,,,,7823,7903,2257,1077 -,,,,,,,,7824,7410,2116,1010 -,,,,,,,,7825,6969,1990,950 -,,,,,,,,7826,6729,1922,918 -,,,,,,,,7827,6640,1897,905 -,,,,,,,,7828,6630,1893,903 -,,,,,,,,7829,6787,1938,925 -,,,,,,,,7830,7187,2053,979 -,,,,,,,,7831,7711,2203,1051 -,,,,,,,,7832,8157,2329,1112 -,,,,,,,,7833,8591,2454,1171 -,,,,,,,,7834,8851,2528,1206 -,,,,,,,,7835,8933,2551,1218 -,,,,,,,,7836,8892,2539,1212 -,,,,,,,,7837,8760,2502,1194 -,,,,,,,,7838,8615,2460,1175 -,,,,,,,,7839,8537,2438,1164 -,,,,,,,,7840,8629,2464,1176 -,,,,,,,,7841,9420,2690,1284 -,,,,,,,,7842,10016,2860,1366 -,,,,,,,,7843,9855,2815,1343 -,,,,,,,,7844,9547,2726,1302 -,,,,,,,,7845,9193,2625,1253 -,,,,,,,,7846,8719,2490,1189 -,,,,,,,,7847,8094,2312,1103 -,,,,,,,,7848,7402,2114,1009 -,,,,,,,,7849,6872,1963,937 -,,,,,,,,7850,6544,1869,892 -,,,,,,,,7851,6377,1821,869 -,,,,,,,,7852,6310,1802,860 -,,,,,,,,7853,6372,1820,868 -,,,,,,,,7854,6634,1894,904 -,,,,,,,,7855,7101,2028,968 -,,,,,,,,7856,7634,2180,1040 -,,,,,,,,7857,8324,2377,1135 -,,,,,,,,7858,8796,2512,1199 -,,,,,,,,7859,8958,2559,1222 -,,,,,,,,7860,8986,2566,1225 -,,,,,,,,7861,8943,2554,1219 -,,,,,,,,7862,8836,2524,1205 -,,,,,,,,7863,8804,2514,1201 -,,,,,,,,7864,8959,2559,1222 -,,,,,,,,7865,9774,2791,1332 -,,,,,,,,7866,10390,2967,1417 -,,,,,,,,7867,10306,2944,1405 -,,,,,,,,7868,10063,2874,1372 -,,,,,,,,7869,9784,2795,1334 -,,,,,,,,7870,9359,2673,1276 -,,,,,,,,7871,8754,2500,1193 -,,,,,,,,7872,8104,2314,1105 -,,,,,,,,7873,7580,2164,1033 -,,,,,,,,7874,7256,2073,989 -,,,,,,,,7875,7093,2026,967 -,,,,,,,,7876,7037,2009,959 -,,,,,,,,7877,7101,2028,968 -,,,,,,,,7878,7309,2088,996 -,,,,,,,,7879,7638,2181,1041 -,,,,,,,,7880,8042,2297,1096 -,,,,,,,,7881,8689,2481,1185 -,,,,,,,,7882,9169,2619,1250 -,,,,,,,,7883,9458,2701,1289 -,,,,,,,,7884,9602,2742,1309 -,,,,,,,,7885,9614,2745,1311 -,,,,,,,,7886,9515,2717,1298 -,,,,,,,,7887,9508,2715,1297 -,,,,,,,,7888,9698,2770,1322 -,,,,,,,,7889,10569,3019,1441 -,,,,,,,,7890,11230,3207,1531 -,,,,,,,,7891,11144,3183,1519 -,,,,,,,,7892,10846,3097,1479 -,,,,,,,,7893,10479,2993,1428 -,,,,,,,,7894,9701,2770,1322 -,,,,,,,,7895,8857,2529,1207 -,,,,,,,,7896,8097,2312,1104 -,,,,,,,,7897,7591,2168,1035 -,,,,,,,,7898,7327,2093,999 -,,,,,,,,7899,7218,2061,984 -,,,,,,,,7900,7223,2063,984 -,,,,,,,,7901,7490,2138,1021 -,,,,,,,,7902,8250,2356,1125 -,,,,,,,,7903,9590,2739,1308 -,,,,,,,,7904,10268,2932,1400 -,,,,,,,,7905,10326,2949,1408 -,,,,,,,,7906,10344,2954,1410 -,,,,,,,,7907,10330,2950,1408 -,,,,,,,,7908,10270,2933,1400 -,,,,,,,,7909,10187,2910,1388 -,,,,,,,,7910,10113,2888,1378 -,,,,,,,,7911,10009,2859,1364 -,,,,,,,,7912,10116,2890,1379 -,,,,,,,,7913,10950,3127,1493 -,,,,,,,,7914,11774,3362,1605 -,,,,,,,,7915,11759,3358,1603 -,,,,,,,,7916,11508,3286,1569 -,,,,,,,,7917,11055,3157,1507 -,,,,,,,,7918,10308,2944,1405 -,,,,,,,,7919,9326,2664,1272 -,,,,,,,,7920,8445,2412,1151 -,,,,,,,,7921,7899,2256,1077 -,,,,,,,,7922,7613,2174,1038 -,,,,,,,,7923,7477,2135,1020 -,,,,,,,,7924,7470,2134,1018 -,,,,,,,,7925,7699,2199,1050 -,,,,,,,,7926,8428,2407,1149 -,,,,,,,,7927,9761,2787,1331 -,,,,,,,,7928,10471,2991,1428 -,,,,,,,,7929,10643,3040,1451 -,,,,,,,,7930,10719,3061,1461 -,,,,,,,,7931,10802,3085,1473 -,,,,,,,,7932,10835,3095,1477 -,,,,,,,,7933,10820,3090,1475 -,,,,,,,,7934,10811,3087,1474 -,,,,,,,,7935,10750,3070,1465 -,,,,,,,,7936,10888,3110,1484 -,,,,,,,,7937,11635,3323,1586 -,,,,,,,,7938,12129,3464,1654 -,,,,,,,,7939,12036,3437,1641 -,,,,,,,,7940,11714,3346,1597 -,,,,,,,,7941,11207,3201,1528 -,,,,,,,,7942,10396,2969,1418 -,,,,,,,,7943,9383,2680,1279 -,,,,,,,,7944,8476,2420,1156 -,,,,,,,,7945,7885,2252,1075 -,,,,,,,,7946,7571,2162,1032 -,,,,,,,,7947,7443,2125,1014 -,,,,,,,,7948,7441,2125,1014 -,,,,,,,,7949,7675,2192,1046 -,,,,,,,,7950,8416,2404,1147 -,,,,,,,,7951,9770,2790,1332 -,,,,,,,,7952,10485,2995,1429 -,,,,,,,,7953,10564,3017,1440 -,,,,,,,,7954,10582,3022,1443 -,,,,,,,,7955,10613,3030,1447 -,,,,,,,,7956,10530,3007,1435 -,,,,,,,,7957,10401,2970,1418 -,,,,,,,,7958,10370,2961,1414 -,,,,,,,,7959,10343,2954,1410 -,,,,,,,,7960,10495,2997,1431 -,,,,,,,,7961,11316,3231,1543 -,,,,,,,,7962,11972,3420,1632 -,,,,,,,,7963,11906,3400,1623 -,,,,,,,,7964,11643,3325,1587 -,,,,,,,,7965,11225,3205,1530 -,,,,,,,,7966,10509,3001,1433 -,,,,,,,,7967,9533,2722,1300 -,,,,,,,,7968,8640,2468,1178 -,,,,,,,,7969,8064,2303,1100 -,,,,,,,,7970,7777,2221,1060 -,,,,,,,,7971,7656,2187,1044 -,,,,,,,,7972,7656,2187,1044 -,,,,,,,,7973,7876,2249,1074 -,,,,,,,,7974,8638,2467,1177 -,,,,,,,,7975,10000,2856,1363 -,,,,,,,,7976,10639,3038,1450 -,,,,,,,,7977,10637,3038,1450 -,,,,,,,,7978,10562,3016,1440 -,,,,,,,,7979,10524,3005,1435 -,,,,,,,,7980,10445,2983,1424 -,,,,,,,,7981,10288,2938,1403 -,,,,,,,,7982,10236,2923,1395 -,,,,,,,,7983,10145,2897,1383 -,,,,,,,,7984,10265,2931,1399 -,,,,,,,,7985,11055,3157,1507 -,,,,,,,,7986,11768,3361,1605 -,,,,,,,,7987,11814,3374,1611 -,,,,,,,,7988,11582,3308,1579 -,,,,,,,,7989,11129,3179,1517 -,,,,,,,,7990,10395,2969,1417 -,,,,,,,,7991,9403,2685,1282 -,,,,,,,,7992,8491,2424,1157 -,,,,,,,,7993,7901,2257,1077 -,,,,,,,,7994,7603,2171,1036 -,,,,,,,,7995,7457,2129,1016 -,,,,,,,,7996,7466,2132,1018 -,,,,,,,,7997,7706,2201,1050 -,,,,,,,,7998,8471,2419,1155 -,,,,,,,,7999,9807,2800,1337 -,,,,,,,,8000,10487,2995,1429 -,,,,,,,,8001,10654,3043,1453 -,,,,,,,,8002,10702,3056,1459 -,,,,,,,,8003,10664,3046,1454 -,,,,,,,,8004,10581,3022,1443 -,,,,,,,,8005,10479,2993,1428 -,,,,,,,,8006,10449,2985,1424 -,,,,,,,,8007,10415,2975,1420 -,,,,,,,,8008,10576,3020,1442 -,,,,,,,,8009,11391,3253,1553 -,,,,,,,,8010,11822,3376,1611 -,,,,,,,,8011,11637,3323,1586 -,,,,,,,,8012,11339,3238,1546 -,,,,,,,,8013,10964,3131,1494 -,,,,,,,,8014,10392,2968,1417 -,,,,,,,,8015,9588,2738,1308 -,,,,,,,,8016,8754,2500,1193 -,,,,,,,,8017,8122,2319,1107 -,,,,,,,,8018,7753,2214,1057 -,,,,,,,,8019,7577,2164,1033 -,,,,,,,,8020,7518,2147,1025 -,,,,,,,,8021,7587,2167,1035 -,,,,,,,,8022,7872,2248,1073 -,,,,,,,,8023,8448,2413,1151 -,,,,,,,,8024,9091,2596,1239 -,,,,,,,,8025,9795,2797,1335 -,,,,,,,,8026,10257,2930,1398 -,,,,,,,,8027,10471,2991,1428 -,,,,,,,,8028,10496,2997,1431 -,,,,,,,,8029,10450,2985,1424 -,,,,,,,,8030,10350,2955,1411 -,,,,,,,,8031,10280,2936,1402 -,,,,,,,,8032,10408,2972,1419 -,,,,,,,,8033,11104,3171,1514 -,,,,,,,,8034,11406,3257,1555 -,,,,,,,,8035,11218,3204,1530 -,,,,,,,,8036,10853,3100,1479 -,,,,,,,,8037,10480,2993,1428 -,,,,,,,,8038,9965,2846,1358 -,,,,,,,,8039,9253,2643,1262 -,,,,,,,,8040,8473,2419,1155 -,,,,,,,,8041,7866,2246,1072 -,,,,,,,,8042,7485,2138,1020 -,,,,,,,,8043,7259,2073,989 -,,,,,,,,8044,7155,2044,975 -,,,,,,,,8045,7164,2046,977 -,,,,,,,,8046,7338,2095,1000 -,,,,,,,,8047,7708,2201,1050 -,,,,,,,,8048,8182,2337,1116 -,,,,,,,,8049,8826,2520,1203 -,,,,,,,,8050,9296,2655,1267 -,,,,,,,,8051,9508,2715,1297 -,,,,,,,,8052,9577,2735,1306 -,,,,,,,,8053,9583,2737,1307 -,,,,,,,,8054,9478,2707,1292 -,,,,,,,,8055,9384,2680,1279 -,,,,,,,,8056,9519,2719,1298 -,,,,,,,,8057,10454,2985,1425 -,,,,,,,,8058,11026,3149,1504 -,,,,,,,,8059,10901,3113,1486 -,,,,,,,,8060,10594,3025,1444 -,,,,,,,,8061,10134,2894,1382 -,,,,,,,,8062,9398,2684,1281 -,,,,,,,,8063,8490,2424,1157 -,,,,,,,,8064,7652,2185,1043 -,,,,,,,,8065,7095,2026,967 -,,,,,,,,8066,6796,1941,926 -,,,,,,,,8067,6642,1897,905 -,,,,,,,,8068,6656,1901,908 -,,,,,,,,8069,6908,1973,942 -,,,,,,,,8070,7675,2192,1046 -,,,,,,,,8071,9041,2582,1232 -,,,,,,,,8072,9692,2768,1322 -,,,,,,,,8073,9776,2792,1332 -,,,,,,,,8074,9819,2804,1338 -,,,,,,,,8075,9854,2815,1343 -,,,,,,,,8076,9809,2801,1338 -,,,,,,,,8077,9738,2781,1328 -,,,,,,,,8078,9686,2766,1321 -,,,,,,,,8079,9608,2744,1310 -,,,,,,,,8080,9689,2767,1321 -,,,,,,,,8081,10558,3015,1439 -,,,,,,,,8082,11379,3250,1551 -,,,,,,,,8083,11336,3237,1545 -,,,,,,,,8084,11070,3161,1509 -,,,,,,,,8085,10629,3035,1449 -,,,,,,,,8086,9895,2826,1349 -,,,,,,,,8087,8908,2545,1215 -,,,,,,,,8088,8018,2289,1093 -,,,,,,,,8089,7411,2116,1010 -,,,,,,,,8090,7115,2032,969 -,,,,,,,,8091,6998,1998,954 -,,,,,,,,8092,6986,1995,952 -,,,,,,,,8093,7230,2065,985 -,,,,,,,,8094,7992,2282,1090 -,,,,,,,,8095,9338,2666,1273 -,,,,,,,,8096,10070,2875,1373 -,,,,,,,,8097,10228,2921,1394 -,,,,,,,,8098,10312,2945,1406 -,,,,,,,,8099,10370,2961,1414 -,,,,,,,,8100,10367,2960,1414 -,,,,,,,,8101,10310,2945,1405 -,,,,,,,,8102,10261,2930,1399 -,,,,,,,,8103,10170,2905,1387 -,,,,,,,,8104,10262,2930,1399 -,,,,,,,,8105,11054,3157,1507 -,,,,,,,,8106,11595,3311,1580 -,,,,,,,,8107,11480,3279,1565 -,,,,,,,,8108,11132,3180,1518 -,,,,,,,,8109,10641,3039,1451 -,,,,,,,,8110,9863,2817,1345 -,,,,,,,,8111,8784,2509,1197 -,,,,,,,,8112,7825,2235,1067 -,,,,,,,,8113,7218,2061,984 -,,,,,,,,8114,6879,1964,938 -,,,,,,,,8115,6676,1907,910 -,,,,,,,,8116,6629,1893,903 -,,,,,,,,8117,6823,1948,930 -,,,,,,,,8118,7530,2150,1026 -,,,,,,,,8119,8866,2532,1209 -,,,,,,,,8120,9563,2731,1303 -,,,,,,,,8121,9674,2763,1319 -,,,,,,,,8122,9709,2773,1323 -,,,,,,,,8123,9749,2785,1329 -,,,,,,,,8124,9744,2783,1328 -,,,,,,,,8125,9708,2772,1323 -,,,,,,,,8126,9729,2779,1327 -,,,,,,,,8127,9712,2774,1324 -,,,,,,,,8128,9875,2820,1346 -,,,,,,,,8129,10821,3091,1475 -,,,,,,,,8130,11582,3308,1579 -,,,,,,,,8131,11583,3308,1579 -,,,,,,,,8132,11361,3245,1549 -,,,,,,,,8133,10976,3135,1496 -,,,,,,,,8134,10257,2930,1398 -,,,,,,,,8135,9281,2650,1265 -,,,,,,,,8136,8375,2392,1141 -,,,,,,,,8137,7823,2234,1066 -,,,,,,,,8138,7553,2157,1030 -,,,,,,,,8139,7437,2124,1014 -,,,,,,,,8140,7448,2127,1015 -,,,,,,,,8141,7720,2204,1052 -,,,,,,,,8142,8532,2436,1163 -,,,,,,,,8143,9931,2836,1354 -,,,,,,,,8144,10594,3025,1444 -,,,,,,,,8145,10631,3036,1449 -,,,,,,,,8146,10599,3027,1445 -,,,,,,,,8147,10549,3013,1439 -,,,,,,,,8148,10421,2976,1421 -,,,,,,,,8149,10276,2935,1401 -,,,,,,,,8150,10196,2912,1390 -,,,,,,,,8151,10123,2891,1380 -,,,,,,,,8152,10262,2930,1399 -,,,,,,,,8153,11259,3216,1535 -,,,,,,,,8154,12028,3436,1640 -,,,,,,,,8155,12032,3436,1641 -,,,,,,,,8156,11830,3378,1613 -,,,,,,,,8157,11449,3270,1561 -,,,,,,,,8158,10755,3071,1466 -,,,,,,,,8159,9753,2785,1329 -,,,,,,,,8160,8798,2513,1200 -,,,,,,,,8161,8191,2339,1116 -,,,,,,,,8162,7885,2252,1075 -,,,,,,,,8163,7728,2207,1054 -,,,,,,,,8164,7715,2203,1052 -,,,,,,,,8165,7937,2267,1082 -,,,,,,,,8166,8663,2474,1181 -,,,,,,,,8167,9990,2853,1362 -,,,,,,,,8168,10688,3052,1457 -,,,,,,,,8169,10802,3085,1473 -,,,,,,,,8170,10781,3079,1469 -,,,,,,,,8171,10752,3070,1466 -,,,,,,,,8172,10625,3035,1449 -,,,,,,,,8173,10465,2989,1427 -,,,,,,,,8174,10431,2979,1422 -,,,,,,,,8175,10378,2964,1415 -,,,,,,,,8176,10490,2995,1430 -,,,,,,,,8177,11272,3219,1537 -,,,,,,,,8178,11588,3310,1580 -,,,,,,,,8179,11383,3250,1552 -,,,,,,,,8180,11015,3146,1502 -,,,,,,,,8181,10590,3025,1444 -,,,,,,,,8182,10003,2857,1363 -,,,,,,,,8183,9166,2618,1250 -,,,,,,,,8184,8258,2359,1126 -,,,,,,,,8185,7590,2168,1035 -,,,,,,,,8186,7200,2056,981 -,,,,,,,,8187,6973,1992,950 -,,,,,,,,8188,6894,1969,939 -,,,,,,,,8189,6947,1984,947 -,,,,,,,,8190,7223,2063,984 -,,,,,,,,8191,7754,2214,1057 -,,,,,,,,8192,8397,2398,1145 -,,,,,,,,8193,9103,2600,1241 -,,,,,,,,8194,9578,2735,1306 -,,,,,,,,8195,9807,2800,1337 -,,,,,,,,8196,9821,2805,1339 -,,,,,,,,8197,9718,2775,1325 -,,,,,,,,8198,9577,2735,1306 -,,,,,,,,8199,9513,2717,1297 -,,,,,,,,8200,9627,2749,1312 -,,,,,,,,8201,10365,2960,1413 -,,,,,,,,8202,10760,3073,1467 -,,,,,,,,8203,10561,3016,1440 -,,,,,,,,8204,10215,2917,1393 -,,,,,,,,8205,9868,2819,1345 -,,,,,,,,8206,9384,2680,1279 -,,,,,,,,8207,8713,2489,1188 -,,,,,,,,8208,7936,2266,1082 -,,,,,,,,8209,7326,2092,999 -,,,,,,,,8210,6934,1980,945 -,,,,,,,,8211,6727,1922,917 -,,,,,,,,8212,6636,1895,904 -,,,,,,,,8213,6689,1910,912 -,,,,,,,,8214,6884,1966,939 -,,,,,,,,8215,7281,2079,993 -,,,,,,,,8216,7698,2199,1050 -,,,,,,,,8217,8329,2379,1136 -,,,,,,,,8218,8814,2517,1202 -,,,,,,,,8219,9069,2590,1236 -,,,,,,,,8220,9208,2629,1255 -,,,,,,,,8221,9258,2644,1262 -,,,,,,,,8222,9208,2629,1255 -,,,,,,,,8223,9157,2615,1248 -,,,,,,,,8224,9403,2685,1282 -,,,,,,,,8225,10502,2999,1432 -,,,,,,,,8226,11126,3178,1517 -,,,,,,,,8227,11064,3160,1509 -,,,,,,,,8228,10807,3086,1474 -,,,,,,,,8229,10387,2966,1416 -,,,,,,,,8230,9693,2768,1322 -,,,,,,,,8231,8769,2504,1196 -,,,,,,,,8232,7894,2254,1076 -,,,,,,,,8233,7318,2090,998 -,,,,,,,,8234,7026,2007,958 -,,,,,,,,8235,6896,1969,940 -,,,,,,,,8236,6881,1965,938 -,,,,,,,,8237,7124,2034,971 -,,,,,,,,8238,7859,2244,1071 -,,,,,,,,8239,9185,2623,1252 -,,,,,,,,8240,10055,2872,1371 -,,,,,,,,8241,10253,2928,1398 -,,,,,,,,8242,10390,2967,1417 -,,,,,,,,8243,10500,2999,1432 -,,,,,,,,8244,10516,3003,1434 -,,,,,,,,8245,10487,2995,1429 -,,,,,,,,8246,10473,2991,1428 -,,,,,,,,8247,10385,2966,1416 -,,,,,,,,8248,10549,3013,1439 -,,,,,,,,8249,11329,3236,1545 -,,,,,,,,8250,11796,3369,1608 -,,,,,,,,8251,11652,3328,1589 -,,,,,,,,8252,11302,3228,1541 -,,,,,,,,8253,10798,3084,1472 -,,,,,,,,8254,9997,2855,1363 -,,,,,,,,8255,9002,2571,1227 -,,,,,,,,8256,8009,2287,1092 -,,,,,,,,8257,7298,2084,994 -,,,,,,,,8258,6918,1976,943 -,,,,,,,,8259,6727,1921,917 -,,,,,,,,8260,6693,1912,913 -,,,,,,,,8261,6882,1965,938 -,,,,,,,,8262,7636,2181,1041 -,,,,,,,,8263,9017,2575,1229 -,,,,,,,,8264,9834,2809,1341 -,,,,,,,,8265,10010,2859,1365 -,,,,,,,,8266,10059,2873,1372 -,,,,,,,,8267,10057,2872,1371 -,,,,,,,,8268,10028,2864,1367 -,,,,,,,,8269,9935,2838,1354 -,,,,,,,,8270,9917,2832,1352 -,,,,,,,,8271,9880,2822,1347 -,,,,,,,,8272,10054,2871,1371 -,,,,,,,,8273,11028,3150,1504 -,,,,,,,,8274,11804,3371,1610 -,,,,,,,,8275,11798,3370,1609 -,,,,,,,,8276,11573,3306,1578 -,,,,,,,,8277,11174,3191,1524 -,,,,,,,,8278,10458,2986,1426 -,,,,,,,,8279,9424,2691,1285 -,,,,,,,,8280,8462,2417,1154 -,,,,,,,,8281,7859,2244,1071 -,,,,,,,,8282,7568,2161,1031 -,,,,,,,,8283,7438,2124,1014 -,,,,,,,,8284,7448,2127,1015 -,,,,,,,,8285,7712,2203,1051 -,,,,,,,,8286,8497,2426,1158 -,,,,,,,,8287,9905,2829,1350 -,,,,,,,,8288,10639,3038,1450 -,,,,,,,,8289,10681,3050,1456 -,,,,,,,,8290,10637,3038,1450 -,,,,,,,,8291,10586,3023,1444 -,,,,,,,,8292,10513,3002,1434 -,,,,,,,,8293,10385,2966,1416 -,,,,,,,,8294,10350,2955,1411 -,,,,,,,,8295,10273,2934,1400 -,,,,,,,,8296,10460,2987,1426 -,,,,,,,,8297,11452,3271,1561 -,,,,,,,,8298,12182,3479,1661 -,,,,,,,,8299,12133,3466,1655 -,,,,,,,,8300,11913,3402,1624 -,,,,,,,,8301,11507,3286,1569 -,,,,,,,,8302,10813,3088,1474 -,,,,,,,,8303,9780,2793,1333 -,,,,,,,,8304,8789,2510,1198 -,,,,,,,,8305,8123,2320,1107 -,,,,,,,,8306,7784,2223,1061 -,,,,,,,,8307,7644,2183,1042 -,,,,,,,,8308,7658,2187,1044 -,,,,,,,,8309,7891,2254,1075 -,,,,,,,,8310,8660,2473,1181 -,,,,,,,,8311,10048,2870,1370 -,,,,,,,,8312,10751,3070,1465 -,,,,,,,,8313,10787,3081,1470 -,,,,,,,,8314,10638,3038,1450 -,,,,,,,,8315,10499,2999,1431 -,,,,,,,,8316,10356,2957,1412 -,,,,,,,,8317,10201,2914,1391 -,,,,,,,,8318,10134,2895,1382 -,,,,,,,,8319,10061,2874,1372 -,,,,,,,,8320,10198,2912,1390 -,,,,,,,,8321,11142,3182,1519 -,,,,,,,,8322,12007,3429,1637 -,,,,,,,,8323,12019,3432,1639 -,,,,,,,,8324,11831,3379,1613 -,,,,,,,,8325,11463,3274,1563 -,,,,,,,,8326,10789,3081,1471 -,,,,,,,,8327,9777,2792,1332 -,,,,,,,,8328,8798,2513,1200 -,,,,,,,,8329,8150,2328,1111 -,,,,,,,,8330,7835,2238,1068 -,,,,,,,,8331,7694,2198,1049 -,,,,,,,,8332,7694,2198,1049 -,,,,,,,,8333,7926,2264,1080 -,,,,,,,,8334,8683,2479,1184 -,,,,,,,,8335,10038,2867,1368 -,,,,,,,,8336,10745,3069,1464 -,,,,,,,,8337,10774,3077,1469 -,,,,,,,,8338,10651,3042,1452 -,,,,,,,,8339,10540,3010,1437 -,,,,,,,,8340,10390,2967,1417 -,,,,,,,,8341,10184,2909,1388 -,,,,,,,,8342,10044,2869,1369 -,,,,,,,,8343,9969,2847,1359 -,,,,,,,,8344,10081,2879,1374 -,,,,,,,,8345,10996,3140,1499 -,,,,,,,,8346,11644,3326,1587 -,,,,,,,,8347,11501,3285,1568 -,,,,,,,,8348,11220,3205,1530 -,,,,,,,,8349,10866,3103,1481 -,,,,,,,,8350,10350,2956,1411 -,,,,,,,,8351,9535,2723,1300 -,,,,,,,,8352,8636,2466,1177 -,,,,,,,,8353,7956,2272,1085 -,,,,,,,,8354,7558,2158,1030 -,,,,,,,,8355,7385,2109,1007 -,,,,,,,,8356,7329,2093,999 -,,,,,,,,8357,7415,2118,1010 -,,,,,,,,8358,7730,2208,1054 -,,,,,,,,8359,8328,2379,1136 -,,,,,,,,8360,8937,2552,1218 -,,,,,,,,8361,9519,2719,1298 -,,,,,,,,8362,9813,2802,1338 -,,,,,,,,8363,9860,2816,1344 -,,,,,,,,8364,9753,2785,1329 -,,,,,,,,8365,9559,2730,1303 -,,,,,,,,8366,9368,2675,1277 -,,,,,,,,8367,9294,2655,1267 -,,,,,,,,8368,9456,2700,1289 -,,,,,,,,8369,10489,2995,1430 -,,,,,,,,8370,11189,3195,1525 -,,,,,,,,8371,11102,3170,1514 -,,,,,,,,8372,10833,3094,1477 -,,,,,,,,8373,10562,3016,1440 -,,,,,,,,8374,10115,2889,1379 -,,,,,,,,8375,9450,2699,1288 -,,,,,,,,8376,8654,2471,1180 -,,,,,,,,8377,8002,2285,1090 -,,,,,,,,8378,7604,2172,1036 -,,,,,,,,8379,7391,2111,1008 -,,,,,,,,8380,7298,2084,994 -,,,,,,,,8381,7324,2091,999 -,,,,,,,,8382,7515,2146,1025 -,,,,,,,,8383,7925,2264,1080 -,,,,,,,,8384,8447,2412,1151 -,,,,,,,,8385,9200,2627,1254 -,,,,,,,,8386,9807,2800,1337 -,,,,,,,,8387,10133,2894,1382 -,,,,,,,,8388,10329,2950,1408 -,,,,,,,,8389,10480,2993,1428 -,,,,,,,,8390,10529,3007,1435 -,,,,,,,,8391,10546,3011,1438 -,,,,,,,,8392,10778,3078,1469 -,,,,,,,,8393,11574,3306,1578 -,,,,,,,,8394,11976,3420,1633 -,,,,,,,,8395,11878,3392,1620 -,,,,,,,,8396,11551,3299,1575 -,,,,,,,,8397,11111,3173,1515 -,,,,,,,,8398,10487,2995,1429 -,,,,,,,,8399,9573,2734,1305 -,,,,,,,,8400,8649,2470,1179 -,,,,,,,,8401,7970,2276,1086 -,,,,,,,,8402,7576,2164,1033 -,,,,,,,,8403,7430,2122,1013 -,,,,,,,,8404,7412,2117,1010 -,,,,,,,,8405,7658,2187,1044 -,,,,,,,,8406,8378,2393,1142 -,,,,,,,,8407,9688,2766,1321 -,,,,,,,,8408,10594,3025,1444 -,,,,,,,,8409,10868,3104,1482 -,,,,,,,,8410,10975,3135,1496 -,,,,,,,,8411,11084,3166,1511 -,,,,,,,,8412,11101,3170,1514 -,,,,,,,,8413,11032,3150,1504 -,,,,,,,,8414,10988,3138,1498 -,,,,,,,,8415,10911,3115,1488 -,,,,,,,,8416,11057,3158,1508 -,,,,,,,,8417,11885,3394,1621 -,,,,,,,,8418,12358,3530,1685 -,,,,,,,,8419,12236,3495,1668 -,,,,,,,,8420,11929,3406,1626 -,,,,,,,,8421,11458,3272,1562 -,,,,,,,,8422,10660,3045,1454 -,,,,,,,,8423,9581,2736,1306 -,,,,,,,,8424,8551,2442,1166 -,,,,,,,,8425,7846,2241,1070 -,,,,,,,,8426,7499,2142,1022 -,,,,,,,,8427,7307,2087,996 -,,,,,,,,8428,7270,2076,991 -,,,,,,,,8429,7457,2129,1016 -,,,,,,,,8430,8157,2329,1112 -,,,,,,,,8431,9462,2702,1290 -,,,,,,,,8432,10299,2941,1404 -,,,,,,,,8433,10434,2980,1423 -,,,,,,,,8434,10482,2994,1429 -,,,,,,,,8435,10545,3011,1438 -,,,,,,,,8436,10526,3006,1435 -,,,,,,,,8437,10414,2975,1420 -,,,,,,,,8438,10366,2960,1414 -,,,,,,,,8439,10287,2938,1403 -,,,,,,,,8440,10414,2974,1419 -,,,,,,,,8441,11220,3205,1530 -,,,,,,,,8442,11815,3374,1611 -,,,,,,,,8443,11739,3352,1600 -,,,,,,,,8444,11469,3276,1564 -,,,,,,,,8445,11037,3152,1504 -,,,,,,,,8446,10308,2944,1405 -,,,,,,,,8447,9289,2653,1267 -,,,,,,,,8448,8287,2367,1130 -,,,,,,,,8449,7571,2162,1032 -,,,,,,,,8450,7214,2060,984 -,,,,,,,,8451,7066,2018,963 -,,,,,,,,8452,7064,2018,963 -,,,,,,,,8453,7305,2086,996 -,,,,,,,,8454,8040,2296,1096 -,,,,,,,,8455,9396,2683,1281 -,,,,,,,,8456,10188,2910,1389 -,,,,,,,,8457,10302,2942,1404 -,,,,,,,,8458,10320,2947,1407 -,,,,,,,,8459,10324,2949,1408 -,,,,,,,,8460,10273,2934,1400 -,,,,,,,,8461,10179,2907,1388 -,,,,,,,,8462,10191,2910,1389 -,,,,,,,,8463,10181,2908,1388 -,,,,,,,,8464,10321,2948,1407 -,,,,,,,,8465,11211,3202,1529 -,,,,,,,,8466,11925,3406,1625 -,,,,,,,,8467,11886,3394,1621 -,,,,,,,,8468,11642,3325,1587 -,,,,,,,,8469,11261,3216,1535 -,,,,,,,,8470,10572,3020,1441 -,,,,,,,,8471,9554,2729,1302 -,,,,,,,,8472,8528,2435,1162 -,,,,,,,,8473,7849,2242,1070 -,,,,,,,,8474,7476,2135,1019 -,,,,,,,,8475,7318,2090,998 -,,,,,,,,8476,7319,2090,998 -,,,,,,,,8477,7565,2160,1031 -,,,,,,,,8478,8336,2380,1136 -,,,,,,,,8479,9713,2774,1324 -,,,,,,,,8480,10423,2977,1421 -,,,,,,,,8481,10524,3005,1434 -,,,,,,,,8482,10487,2995,1429 -,,,,,,,,8483,10425,2977,1421 -,,,,,,,,8484,10316,2946,1407 -,,,,,,,,8485,10163,2903,1386 -,,,,,,,,8486,10143,2897,1383 -,,,,,,,,8487,10178,2907,1388 -,,,,,,,,8488,10405,2971,1418 -,,,,,,,,8489,11272,3219,1537 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+,,,,,,,,8660,3874.333333,3320,1585 +,,,,,,,,8661,3721.666667,3189,1522 +,,,,,,,,8662,3493.666667,2993,1428 +,,,,,,,,8663,3195.333333,2738,1307 +,,,,,,,,8664,2911.333333,2494,1191 +,,,,,,,,8665,2709,2321,1108 +,,,,,,,,8666,2603.333333,2231,1065 +,,,,,,,,8667,2552,2186,1044 +,,,,,,,,8668,2546.666667,2182,1041 +,,,,,,,,8669,2609.666667,2236,1067 +,,,,,,,,8670,2791.666667,2392,1141 +,,,,,,,,8671,3082.666667,2641,1261 +,,,,,,,,8672,3301,2828,1350 +,,,,,,,,8673,3449,2955,1411 +,,,,,,,,8674,3533,3027,1445 +,,,,,,,,8675,3560,3050,1456 +,,,,,,,,8676,3537.666667,3031,1447 +,,,,,,,,8677,3486.333333,2987,1426 +,,,,,,,,8678,3443,2950,1408 +,,,,,,,,8679,3406.333333,2919,1393 +,,,,,,,,8680,3416,2927,1397 +,,,,,,,,8681,3675.333333,3149,1504 +,,,,,,,,8682,3932.333333,3369,1608 +,,,,,,,,8683,3893.333333,3336,1592 +,,,,,,,,8684,3787.333333,3245,1549 +,,,,,,,,8685,3663,3139,1498 +,,,,,,,,8686,3473,2975,1420 +,,,,,,,,8687,3221.333333,2760,1318 +,,,,,,,,8688,2948,2526,1206 +,,,,,,,,8689,2747,2354,1123 +,,,,,,,,8690,2626.666667,2250,1075 +,,,,,,,,8691,2567.666667,2200,1050 +,,,,,,,,8692,2538.333333,2175,1038 +,,,,,,,,8693,2553.333333,2188,1045 +,,,,,,,,8694,2639,2261,1080 +,,,,,,,,8695,2791.666667,2392,1141 +,,,,,,,,8696,2961.666667,2538,1212 +,,,,,,,,8697,3170.333333,2716,1297 +,,,,,,,,8698,3335,2857,1364 +,,,,,,,,8699,3418.666667,2929,1398 +,,,,,,,,8700,3433,2941,1404 +,,,,,,,,8701,3434,2942,1404 +,,,,,,,,8702,3425.666667,2935,1401 +,,,,,,,,8703,3429.666667,2939,1403 +,,,,,,,,8704,3496.666667,2995,1430 +,,,,,,,,8705,3752.333333,3215,1535 +,,,,,,,,8706,3923.333333,3361,1605 +,,,,,,,,8707,3890,3333,1591 +,,,,,,,,8708,3770.333333,3231,1542 +,,,,,,,,8709,3624,3105,1482 +,,,,,,,,8710,3434.333333,2943,1404 +,,,,,,,,8711,3186,2730,1303 +,,,,,,,,8712,2929,2509,1198 +,,,,,,,,8713,2726.333333,2336,1115 +,,,,,,,,8714,2596,2224,1062 +,,,,,,,,8715,2534,2171,1036 +,,,,,,,,8716,2506.666667,2148,1025 +,,,,,,,,8717,2522.666667,2161,1031 +,,,,,,,,8718,2594.333333,2223,1061 +,,,,,,,,8719,2715,2326,1110 +,,,,,,,,8720,2838.333333,2432,1161 +,,,,,,,,8721,3024.666667,2591,1237 +,,,,,,,,8722,3185,2729,1302 +,,,,,,,,8723,3292.333333,2820,1347 +,,,,,,,,8724,3360.666667,2880,1374 +,,,,,,,,8725,3387,2902,1385 +,,,,,,,,8726,3361.666667,2880,1375 +,,,,,,,,8727,3334,2856,1363 +,,,,,,,,8728,3362,2880,1375 +,,,,,,,,8729,3665.333333,3140,1499 +,,,,,,,,8730,3939,3375,1611 +,,,,,,,,8731,3925.666667,3363,1605 +,,,,,,,,8732,3828.666667,3281,1566 +,,,,,,,,8733,3720.666667,3188,1522 +,,,,,,,,8734,3534.333333,3028,1445 +,,,,,,,,8735,3288.333333,2818,1345 +,,,,,,,,8736,3030,2596,1239 +,,,,,,,,8737,2838.666667,2432,1161 +,,,,,,,,8738,2731.333333,2340,1117 +,,,,,,,,8739,2676,2293,1095 +,,,,,,,,8740,2667.333333,2285,1090 +,,,,,,,,8741,2716,2327,1110 +,,,,,,,,8742,2863,2453,1171 +,,,,,,,,8743,3108.333333,2663,1272 +,,,,,,,,8744,3301.333333,2829,1350 +,,,,,,,,8745,3466.666667,2970,1418 +,,,,,,,,8746,3590.333333,3076,1469 +,,,,,,,,8747,3646,3124,1491 +,,,,,,,,8748,3635.666667,3115,1487 +,,,,,,,,8749,3576.666667,3064,1463 +,,,,,,,,8750,3516.666667,3013,1439 +,,,,,,,,8751,3479.333333,2981,1423 +,,,,,,,,8752,3489.666667,2990,1427 +,,,,,,,,8753,3742.666667,3206,1531 +,,,,,,,,8754,3969.333333,3401,1624 +,,,,,,,,8755,3854,3302,1576 +,,,,,,,,8756,3307.666667,3797,1339 +,,,,,,,,8757,3153.666667,3621,1277 +,,,,,,,,8758,3006,3452,1217 +,,,,,,,,8759,2850.333333,3281,1154 +,,,,,,,,8760,2696.333333,3106,1092 \ No newline at end of file diff --git a/src/configure_settings/configure_settings.jl b/src/configure_settings/configure_settings.jl index 3260f53785..97cd82ca60 100644 --- a/src/configure_settings/configure_settings.jl +++ b/src/configure_settings/configure_settings.jl @@ -38,7 +38,8 @@ function default_settings() "ResourcePoliciesFolder" => "policy_assignments", "SystemFolder" => "system", "PoliciesFolder" => "policies", - "ObjScale" => 1) + "ObjScale" => 1, + "FlexibleCCS" => 1) end @doc raw""" diff --git a/src/load_inputs/load_resources_data.jl b/src/load_inputs/load_resources_data.jl index 671ecc07e6..2950ca236f 100644 --- a/src/load_inputs/load_resources_data.jl +++ b/src/load_inputs/load_resources_data.jl @@ -649,6 +649,15 @@ function check_allam_cycle_lox_multistage(setup::Dict, r::AbstractResource) return ErrorMsg.(error_strings) end +function check_ccs_solvent_storage_multistage(setup::Dict, r::AbstractResource) + error_strings = String[] + if setup["MultiStage"] == 1 && isa(r, CCSSolventStorage) + e = string("CCS Solvent Storage resources are not supported in multistage mode.") + push!(error_strings, e) + end + return ErrorMsg.(error_strings) +end + function check_allam_cycle_lox_retrofit(r::AbstractResource) error_strings = String[] if (can_retrofit(r) == true || is_retrofit_option(r) == true) && isa(r, AllamCycleLOX) @@ -1591,6 +1600,15 @@ function add_resources_to_input_data!(inputs::Dict, existing_cap_ton_absorber(gen[y]), existing_cap_mw_compressor(gen[y]), existing_cap_ton_regenerator(gen[y]), existing_cap_ton_solventstorage_rich(gen[y]), existing_cap_ton_solventstorage_lean(gen[y]) + solvent_storage_dict[y, "max_cap"] = max_cap_mw_gasturbine(gen[y]), max_cap_mw_steamturbine(gen[y]), + max_cap_ton_absorber(gen[y]), max_cap_mw_compressor(gen[y]), + max_cap_ton_regenerator(gen[y]), max_cap_ton_solventstorage_rich(gen[y]), + max_cap_ton_solventstorage_lean(gen[y]) + solvent_storage_dict[y, "min_cap"] = min_cap_mw_gasturbine(gen[y]), min_cap_mw_steamturbine(gen[y]), + min_cap_ton_absorber(gen[y]), min_cap_mw_compressor(gen[y]), + min_cap_ton_regenerator(gen[y]), min_cap_ton_solventstorage_rich(gen[y]), + min_cap_ton_solventstorage_lean(gen[y]) + end inputs["solvent_storage_dict"] = solvent_storage_dict diff --git a/src/model/core/co2.jl b/src/model/core/co2.jl index 27bb4d583e..5fcd4e8485 100644 --- a/src/model/core/co2.jl +++ b/src/model/core/co2.jl @@ -28,7 +28,7 @@ the CO2 capture fraction, and whether the generator uses biomass. ```math \begin{aligned} -eEmissionsByPlant_{g,t} = (1-Biomass_y- CO2\_Capture\_Fraction_y) * vFuel_{y,t} * CO2_{content} + (1-Biomass_y- CO2\_Capture\_Fraction\_Startup_y) * eStartFuel_{y,t} * CO2_{content} +eEmissionsByPlant_{g,t} = (1-Biomass_y- CO2\_Capture\_Fraction_y) * vFuel_{y,t} * CO2_{content} + (1-Biomass_y- CO2\_Capture\_Fraction\_Startup_y) * vStartFuel_{y,t} * CO2_{content} \hspace{1cm} \forall y \in G, \forall t \in T, Biomass_y \in {{0,1}} \end{aligned} ``` @@ -44,7 +44,7 @@ times CO2 capture rate. ```math \begin{aligned} -eEmissionsCaptureByPlant_{g,t} = CO2\_Capture\_Fraction_y * vFuel_{y,t} * CO2_{content} + CO2\_Capture\_Fraction\_Startup_y * eStartFuel_{y,t} * CO2_{content} +eEmissionsCaptureByPlant_{g,t} = CO2\_Capture\_Fraction_y * vFuel_{y,t} * CO2_{content} + CO2\_Capture\_Fraction\_Startup_y * vStartFuel_{y,t} * CO2_{content} \hspace{1cm} \forall y \in G, \forall t \in T \end{aligned} ``` @@ -94,7 +94,7 @@ function co2!(EP::Model, inputs::Dict) (1 - biomass(gen[y]) - co2_capture_fraction(gen[y])) * EP[:vFuel][y, t] * fuel_CO2[fuel(gen[y])] + (1 - biomass(gen[y]) - co2_capture_fraction_startup(gen[y])) * - EP[:eStartFuel][y, t] * fuel_CO2[fuel(gen[y])] + EP[:vStartFuel][y, t] * fuel_CO2[fuel(gen[y])] end else if y in CCS_SOLVENT_STORAGE @@ -110,14 +110,14 @@ function co2!(EP::Model, inputs::Dict) end) # CO2 captured from power plants in "Generators_data.csv" - absorber = 3 # index for the absorber in CCS_SOLVENT_STORAGE + regenerator = 5 # index for the regenerator in CCS_SOLVENT_STORAGE @expression(EP, eEmissionsCaptureByPlant[y in CCS, t = 1:T], if y in SINGLE_FUEL if y in CCS_SOLVENT_STORAGE - EP[:vOutput_CCS_SS][y, absorber, t] + EP[:vOutput_CCS_SS][y, regenerator, t] else co2_capture_fraction(gen[y]) * EP[:vFuel][y, t] * fuel_CO2[fuel(gen[y])] + - co2_capture_fraction_startup(gen[y]) * EP[:eStartFuel][y, t] * + co2_capture_fraction_startup(gen[y]) * EP[:vStartFuel][y, t] * fuel_CO2[fuel(gen[y])] end else diff --git a/src/model/core/fuel.jl b/src/model/core/fuel.jl index cc716a911a..d45a7bffca 100644 --- a/src/model/core/fuel.jl +++ b/src/model/core/fuel.jl @@ -19,10 +19,9 @@ the fact that most generators have a decreasing heat rate as a function of load. The fuel consumption for power generation $vFuel_{y,t}$ is determined by power generation ($vP_{y,t}$) mutiplied by the corresponding heat rate ($Heat\_Rate_y$). The fuel costs for power generation and start fuel for a plant $y$ at time $t$, -denoted by $eCFuelOut_{y,t}$ and $eFuelStart$, are determined by fuel consumption ($vFuel_{y,t}$ -and $eStartFuel$) multiplied by the fuel costs (USD/MMBTU) - -(2). Piecewise-linear approximation: +denoted by $vCFuelOut_{y,t}$ and $eFuelStart$, are determined by fuel consumption ($vFuel_{y,t}$ +and $cStartFuel$) multiplied by the fuel costs (\$/MMBTU) +(2). Piecewise-linear approximation With this formulation, the heat rate of generators becomes a function of load. In reality this relationship takes a nonlinear form, but we model it through a piecewise-linear approximation: @@ -136,15 +135,15 @@ function fuel!(EP::Model, inputs::Dict, setup::Dict) end ### Expressions #### - # Fuel consumed on start-up (MMBTU or kMMBTU (scaled)) - # if unit commitment is modelled - @expression(EP, eStartFuel[y in 1:G, t = 1:T], - if y in THERM_COMMIT - (cap_size(gen[y]) * EP[:vSTART][y, t] * - start_fuel_mmbtu_per_mw(gen[y])) - else - 0 - end) + # # Fuel consumed on start-up (MMBTU or kMMBTU (scaled)) + # # if unit commitment is modelled + # @expression(EP, eStartFuel[y in 1:G, t = 1:T], + # if y in THERM_COMMIT + # (cap_size(gen[y]) * EP[:vSTART][y, t] * + # start_fuel_mmbtu_per_mw(gen[y])) + # else + # 0 + # end) # time-series fuel consumption by plant @expression(EP, ePlantFuel_generation[y in 1:G, t = 1:T], @@ -174,7 +173,7 @@ function fuel!(EP::Model, inputs::Dict, setup::Dict) i]+EP[:ePlantFuelConsumptionYear_multi_start][y, i]) end # fuel_cost is in $/MMBTU (M$/billion BTU if scaled) - # vFuel and eStartFuel is MMBTU (or billion BTU if scaled) + # vFuel and vStartFuel is MMBTU (or billion BTU if scaled) # eCFuel_start or eCFuel_out is $ or Million$ # Start up fuel cost diff --git a/src/model/resources/flexible_ccs/ccs_solvent_storage.jl b/src/model/resources/flexible_ccs/ccs_solvent_storage.jl index 9061fabb23..08f6c5864f 100644 --- a/src/model/resources/flexible_ccs/ccs_solvent_storage.jl +++ b/src/model/resources/flexible_ccs/ccs_solvent_storage.jl @@ -10,53 +10,53 @@ In this module, the key components of a flexible CCS gas plant are break down in - rich solvent storage tank - lean solvent storage tank -**Important expressions** -1. Fuel flow +In this module, we track the flow of fuel, CO2, steam, and power in the system +More detailed processes can be found at Cheng et al. (2022) (https://www.sciencedirect.com/science/article/abs/pii/S1750583622001049) + +**Important constraints** +1. fuel balance: fuels consumed by the gas turbine is the total fuel consumption of the system ```math \begin{aligned} - \Pi_{y,z}^{net} = \Pi_{y,sco2turbine,t} - \Pi_{y,asu,t} - \Pi_{y,aux,t} - \Theta_{y,t} +vFuel_{y,t} >= vP_{y,t} * h_{y} + U_{y,t}* f_{y} +\hspace{1cm} \forall y \in G, \forall t \in T, \forall x \in X \end{aligned} ``` +Where $h_{y}$ represents the heat rate for generator $y$, + $f_{y}$ represents the heat rate intercept (startup fuel, MMBTU) for a generator $y$, +and $U_{y,t}$ represents the commitment status of a generator $y$ at time $t$. -2. CO2 flow - -3. Steam flow - -4. Power flow - -**Important constraints** -1. liquid oxygen storage mass balance: the state of the liquid oxygen storage at hour $h$ is determined by the state of the liquid oxygen storage at hour $h-1$, and of the production and consumption of liquid oxygen at hour $h$. +2. CO2 balance: +CO2 released by plant $y$ at time $t$ equals to emissions from fuel burning - CO2 capured by the absorber ```math \begin{aligned} - \Gamma_{y,t} =\Gamma_{y,t-1} + \Pi_{y,asu,t}\$O2_production_rate$ - \frac{\Pi_{y,sco2turbine,t}}{$O2_consumption_rate$_{y}} +eEmissionsByPlant_{g,t} = (1-Biomass_y) * vFuel_{y,t} * CO2_{content} + (1-Biomass_y) * vStartFuel_{y,t} * CO2_{content} - CO2_{y, absorber} +\hspace{1cm} \forall y \in G, \forall t \in T, Biomass_y \in {{0,1}} \end{aligned} ``` - -2. power consumption by ASU: when the electricity prices are low, ASU can also use electricity from the grid (\Theta_{y,z}) to produce oxygen and the energy consumption ($\Pi_{y,aux,z}$) by ASU has to be equal or greater than $\Theta_{y,z}$. +CO2 captured by plant $y$ at time $t$ equals to emissions regenerated by the regenerator (also the emissions compressed by the compressor) ```math \begin{aligned} - \Pi_{y,aux,t} >= \Theta_{y,t} +eEmissionsCaptureByPlant_{y,t} = CO2_{y, regenerator} +\hspace{1cm} \forall y \in G, \forall t \in T \end{aligned} ``` -3. all the CCS_SS cycle output should be less than the capacity +3. Steam balance: steam used to generate electricity equals to steam produced by steam turbines - steam used by regenerators to regenerate CO2 ```math \begin{aligned} - \Pi_{y,sco2turbine,t} <= \Omega_{y,sco2turbine} - \Pi_{y,aux,t} <= \Omega_{y,aux} - \Theta_{y,lox,t}^{in} <= \Omega_{y,lox} - \Theta_{y,lox,t}^{out} <= \Omega_{y,lox} + Steam_net_{y,t} == vFuel_{y,t} * Steam_fraction_{y, high} + vFuel_{y,t} * Steam_fraction_{y, mid} + vFuel_{y,t} * Steam_fraction_{y, low} - eEmissionsCaptureByPlant_{y,t} * Steam_use_{y, regenerator} \end{aligned} ``` -4: charging and discharging rate of LOX is determined by the capacity ($\omega_{y,lox}$) and duration ($Duration_{y}$) of LOX +4. power balance ```math \begin{aligned} - \frac{\Omega_{y,lox}{/$Duration$_{y}} >= \Theta_{y,lox,t}^{in} - \frac{\Omega_{y,lox}{/$Duration$_{y}} >= \Theta_{y,lox,t}^{out} + \Pi_{y,t} == \Pi_{y,gasturbine,t} + \Pi_{y,steamturbine,t} - eEmissionsCaptureByPlant_{y,t} * (PowerUseRate_{y, absorber} + PowerUseRate_{y, compressor}) + \Pi_{y,steamturbine,t} = vFuel_{y,t} * Steam_fraction_{y, high} / HeatRate_{y, steamtubine, high} + vFuel_{y,t} * Steam_fraction_{y, mid} / HeatRate_{y, steamtubine, mid} + (vFuel_{y,t} * Steam_fraction_{y, low} - eEmissionsCaptureByPlant_{y,t} * Steam_use_{y, regenerator}) / HeatRate_{y, steamtubine, low} \end{aligned} ``` -# 5: call CCS_SScycle_commit!(EP, inputs, setup) and CCS_SScycle_commit!(EP, inputs, setup) for specific investment and operational constraints related to unit commitment + +# 5: call ccs_solvent_storage_commit!(EP, inputs, setup) and ccs_solvent_storage_commit!(EP, inputs, setup) for specific investment and operational constraints related to unit commitment """ function ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) # Load generators dataframe, sets, and time periods @@ -76,8 +76,6 @@ function ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) NEW_CAP = inputs["NEW_CAP"] # time related - START_SUBPERIODS = inputs["START_SUBPERIODS"] # start - INTERIOR_SUBPERIODS = inputs["INTERIOR_SUBPERIODS"] # interiors p = inputs["hours_per_subperiod"] # components of ccs generators with solvent storage @@ -146,6 +144,15 @@ function ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) eExistingCap_CCS_SS[y,i] end) + for y in CCS_SOLVENT_STORAGE, i in 1:7 + if solvent_storage_dict[y,"max_cap"][i] > 0 + @constraint(EP, EP[:eTotalCap_CCS_SS][y, i] <= solvent_storage_dict[y,"max_cap"][i]) + end + if solvent_storage_dict[y,"min_cap"][i] > 0 + @constraint(EP, EP[:eTotalCap_CCS_SS][y, i] >= solvent_storage_dict[y,"min_cap"][i]) + end + end + # Fixed cost of each component in CCS_SOLVENT_STORAGE @expression(EP, eCFix_CCS_SS[y in CCS_SOLVENT_STORAGE, i in 1:7], if y in NEW_CAP_CCS_SS # Resources eligible for new capacity @@ -157,7 +164,7 @@ function ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) solvent_storage_dict[y,"fom_cost"][i] * eTotalCap_CCS_SS[y,i] end else - solvent_storage_dict[y,"fom_cost"][i] * eTotalCap_CCS_SS[y,i] + solvent_storage_dict[y,"fom_cost"][i] * eTotalCap_CCS_SS[y,i] end) # connect eCFix_CCS_SS_Plant to eCFix @@ -204,11 +211,13 @@ function ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) # Expressions and constraints of CCS_SOLVENT_STORAGE operations # assuming that unit commit constraints are applied - @constraint(EP, [y in CCS_SOLVENT_STORAGE, i in 1:7, t in 1:T], vOutput_CCS_SS[y, i, t] <= eTotalCap_CCS_SS[y,i]) + @constraint(EP, cGasTurbineCapacity[y in CCS_SOLVENT_STORAGE, t in 1:T], vOutput_CCS_SS[y, gasturbine, t] <= eTotalCap_CCS_SS[y, gasturbine]) + # the capacity of steam tubine = max (steam tubine output + steam used to regenerate CO2) and it is included in the steam flow section 3.3 + @constraint(EP, cCCSCapacity[y in CCS_SOLVENT_STORAGE, i = 3: 7, t in 1:T], vOutput_CCS_SS[y, i, t] <= eTotalCap_CCS_SS[y, i]) # 1. Flow of fuels @expression(EP, eFuel_CCS_SS[y in CCS_SOLVENT_STORAGE, t = 1:T], - gen[y].heatrate_mmbtu_per_mwh_gasturbine * vOutput_CCS_SS[y, gasturbine, t]) + gen[y].heatrate_mmbtu_per_mwh * vOutput_CCS_SS[y, gasturbine, t]) @constraint(EP, [y in CCS_SOLVENT_STORAGE, t = 1:T], EP[:vFuel][y, t] == EP[:eFuel_CCS_SS][y,t]) # 2. Flow of CO2 @@ -216,7 +225,7 @@ function ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) @expression(EP, eEmissionsByPlant_gasturbine[y in CCS_SOLVENT_STORAGE, t = 1:T], EP[:vFuel][y, t] * inputs["fuel_CO2"][fuel(gen[y])]) @expression(EP, eEmissionsByPlant_Start_gasturbine[y in CCS_SOLVENT_STORAGE, t = 1:T], - EP[:eStartFuel][y, t] * inputs["fuel_CO2"][fuel(gen[y])]) + EP[:vStartFuel][y, t] * inputs["fuel_CO2"][fuel(gen[y])]) # 2.2 CO2 captured by absorbers (ton) @constraint(EP, cEmissionsCaptured_absorber[y in CCS_SOLVENT_STORAGE, t = 1:T], EP[:vOutput_CCS_SS][y, absorber, t] <= EP[:eEmissionsByPlant_gasturbine][y, t] * gen[y].co2_capture_fraction + @@ -226,38 +235,36 @@ function ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) EP[:eEmissionsByPlant_gasturbine][y, t] + EP[:eEmissionsByPlant_Start_gasturbine][y, t] - EP[:vOutput_CCS_SS][y, absorber, t]) # 2.4 CO2 balance in the solvent Storage - # rich during the interior hours - @constraint(EP, cSolvent_rich_inter[y in CCS_SOLVENT_STORAGE, t in INTERIOR_SUBPERIODS], - EP[:vOutput_CCS_SS][y, solventstorage_rich, t] == EP[:vOutput_CCS_SS][y, solventstorage_rich, t-1] + - EP[:vOutput_CCS_SS][y, absorber,t] / gen[y].co2_loading_ton_per_ton_solvent - - EP[:vOutput_CCS_SS][y, regenerator,t] / gen[y].co2_loading_ton_per_ton_solvent) - # rich during the startup hours - @constraint(EP, cSolvent_rich_start[y in CCS_SOLVENT_STORAGE, t in START_SUBPERIODS], + # rich + @constraint(EP, cSolvent_rich[y in CCS_SOLVENT_STORAGE, t = 1:T], EP[:vOutput_CCS_SS][y, solventstorage_rich, t] == EP[:vOutput_CCS_SS][y, solventstorage_rich, hoursbefore(p, t, 1)] + EP[:vOutput_CCS_SS][y, absorber,t] / gen[y].co2_loading_ton_per_ton_solvent - EP[:vOutput_CCS_SS][y, regenerator,t] / gen[y].co2_loading_ton_per_ton_solvent) - # lean during the interior hours - @constraint(EP, cSolvent_lean_inter[y in CCS_SOLVENT_STORAGE, t in INTERIOR_SUBPERIODS], - EP[:vOutput_CCS_SS][y, solventstorage_lean, t] == EP[:vOutput_CCS_SS][y, solventstorage_lean, t-1] - - EP[:vOutput_CCS_SS][y, absorber,t] / gen[y].co2_loading_ton_per_ton_solvent + - EP[:vOutput_CCS_SS][y, regenerator,t] / gen[y].co2_loading_ton_per_ton_solvent) - # lean during the startup hours - @constraint(EP, cSolvent_lean_start[y in CCS_SOLVENT_STORAGE, t in START_SUBPERIODS], + + # lean + @constraint(EP, cSolvent_lean_start[y in CCS_SOLVENT_STORAGE, t = 1:T], EP[:vOutput_CCS_SS][y, solventstorage_lean, t] == EP[:vOutput_CCS_SS][y, solventstorage_lean, hoursbefore(p, t, 1)] - EP[:vOutput_CCS_SS][y, absorber,t] / gen[y].co2_loading_ton_per_ton_solvent + EP[:vOutput_CCS_SS][y, regenerator,t] / gen[y].co2_loading_ton_per_ton_solvent) - # 2.5 CO2 regenerated in the regenerator: EP[:vOutput_CCS_SS[y, regenerator, t]] - - # 2.6 CO2 compressed and stored after the compressor: EP[:vOutput_CCS_SS[y, compressor, t]] - @expression(EP, ePlantCCO2Sequestration_compressor[y in CCS_SOLVENT_STORAGE], # CO2 storage and transport costs by plant - sum(omega[t] * EP[:vOutput_CCS_SS][y, compressor, t] * - ccs_disposal_cost_per_metric_ton(gen[y]) for t in 1:T)) - @expression(EP, eZonalCCO2Sequestration_compressor[z = 1:Z], # CO2 storage and transport costs by zone - sum(ePlantCCO2Sequestration_compressor[y] - for y in intersect(resources_in_zone_by_rid(gen, z), CCS_SOLVENT_STORAGE))) - @expression(EP, eTotaleCCO2Sequestration_compressor, - sum(eZonalCCO2Sequestration_compressor[z] for z in 1:Z)) - add_to_expression!(EP[:eObj], EP[:eTotaleCCO2Sequestration_compressor]) + # 2.5 CO2 regenerated in the regenerator: EP[:vOutput_CCS_SS][y, regenerator, t]] + @constraint(EP, cRegen_Compress[y in CCS_SOLVENT_STORAGE, t = 1:T], + EP[:vOutput_CCS_SS][y, regenerator, t] == EP[:vOutput_CCS_SS][y, compressor, t] / gen[y].poweruserate_mwh_per_ton_co2_compressor) + # # 2.6 CO2 compressed and stored after the compressor: EP[:vOutput_CCS_SS[y, compressor, t]] / gen[y].poweruserate_mwh_per_ton_co2_compressor + # @expression(EP, ePlantCCO2Sequestration_compressor[y in CCS_SOLVENT_STORAGE], # CO2 storage and transport costs by plant + # sum(omega[t] * EP[:vOutput_CCS_SS][y, compressor, t] / gen[y].poweruserate_mwh_per_ton_co2_compressor * + # ccs_disposal_cost_per_metric_ton(gen[y]) for t in 1:T)) + # @expression(EP, eZonalCCO2Sequestration_compressor[z = 1:Z], # CO2 storage and transport costs by zone + # sum(ePlantCCO2Sequestration_compressor[y] + # for y in intersect(resources_in_zone_by_rid(gen, z), CCS_SOLVENT_STORAGE))) + # @expression(EP, eTotaleCCO2Sequestration_compressor, + # sum(eZonalCCO2Sequestration_compressor[z] for z in 1:Z)) + # add_to_expression!(EP[:eObj], EP[:eTotaleCCO2Sequestration_compressor]) + + # if not flexible, EP[:vOutput_CCS_SS][y, regenerator, t] == EP[:vOutput_CCS_SS][y, absorber, t] + if setup["FlexibleCCS"] == 0 + @constraint(EP, cCCSFlexibility[y in CCS_SOLVENT_STORAGE, t = 1:T], + EP[:vOutput_CCS_SS][y, regenerator, t] == EP[:vOutput_CCS_SS][y, absorber, t]) + end # 3. Flow of steam # 3.1 Generated by the steam turbine @@ -268,8 +275,13 @@ function ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) @expression(EP, eSteam_low[y in CCS_SOLVENT_STORAGE, t = 1:T], EP[:vFuel][y,t] * gen[y].steamrate_low_percentage) # 3.2 Consumed by the regenerator - @expression(EP, eSteam_compressor[y in CCS_SOLVENT_STORAGE, t = 1:T], - EP[:vOutput_CCS_SS][y,compressor, t] * gen[y].steamuserate_mmbtu_per_ton) + @expression(EP, eSteam_regenerator[y in CCS_SOLVENT_STORAGE, t = 1:T], + EP[:vOutput_CCS_SS][y, regenerator, t] * gen[y].steamuserate_mmbtu_per_ton) + # 3.3 Steam turbine capacity + @constraint(EP, cSteamTurbineCapacity[y in CCS_SOLVENT_STORAGE, t in 1:T], + vOutput_CCS_SS[y, steamturbine, t] + + EP[:eSteam_regenerator][y ,t] / gen[y].heatrate_mmbtu_per_mwh_steamturbine_low <= + eTotalCap_CCS_SS[y, steamturbine]) # 4. Flow of power # 4.1 Generated by the gas turbine: EP[:vOutput_CCS_SS][y, gasturbine, t]] @@ -279,7 +291,7 @@ function ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) @expression(EP, ePower_steamturbine_mid[y in CCS_SOLVENT_STORAGE, t = 1:T], EP[:eSteam_mid][y, t] / gen[y].heatrate_mmbtu_per_mwh_steamturbine_mid) @expression(EP, ePower_steamturbine_low[y in CCS_SOLVENT_STORAGE, t = 1:T], - (EP[:eSteam_high][y, t] - EP[:eSteam_compressor][y ,t]) / gen[y].heatrate_mmbtu_per_mwh_steamturbine_low) + (EP[:eSteam_low][y, t] - EP[:eSteam_regenerator][y ,t]) / gen[y].heatrate_mmbtu_per_mwh_steamturbine_low) @constraint(EP, cPower_steamturbine[y in CCS_SOLVENT_STORAGE, t = 1:T], EP[:vOutput_CCS_SS][y, steamturbine, t] == EP[:ePower_steamturbine_high][y, t] + EP[:ePower_steamturbine_mid][y, t] + EP[:ePower_steamturbine_low][y, t]) # 4.3 Consumed by the absorber @@ -287,7 +299,7 @@ function ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) EP[:vOutput_CCS_SS][y, absorber, t] * gen[y].poweruserate_mwh_per_ton_co2_absorber) # 4.4 Consumed by the compressor @expression(EP, ePower_compressor[y in CCS_SOLVENT_STORAGE, t = 1:T], - EP[:vOutput_CCS_SS][y, compressor, t] * gen[y].poweruserate_mwh_per_ton_co2_compressor) + EP[:vOutput_CCS_SS][y, compressor, t]) # 4.5 Consumed by other auxiliary loads @expression(EP, ePower_other[y in CCS_SOLVENT_STORAGE, t = 1:T], EP[:vFuel][y, t] * gen[y].poweruserate_mwh_per_mmbtu_fuel_other) @@ -337,12 +349,19 @@ function ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) @expression(EP, eMinCapResCCS_SS[mincap = 1:inputs["NumberOfMinCapReqs"]], sum((EP[:eTotalCap_CCS_SS][y, gasturbine] + EP[:eTotalCap_CCS_SS][y, steamturbine] - EP[:eTotalCap_CCS_SS][y, absorber] * gen[y].poweruserate_mwh_per_ton_co2_absorber - - EP[:eTotalCap_CCS_SS][y, compressor] * gen[y].poweruserate_mwh_per_ton_co2_compressor - - EP[:eTotalCap_CCS_SS][y, gasturbine] * gen[y].heatrate_mmbtu_per_mwh_gasturbine * gen[y].poweruserate_mwh_per_mmbtu_fuel_other) + EP[:eTotalCap_CCS_SS][y, compressor] - + EP[:eTotalCap_CCS_SS][y, gasturbine] * gen[y].heatrate_mmbtu_per_mwh * gen[y].poweruserate_mwh_per_mmbtu_fuel_other) for y in intersect(CCS_SOLVENT_STORAGE, ids_with_policy(gen, min_cap, tag = mincap)))) add_similar_to_expression!(EP[:eMinCapRes], eMinCapResCCS_SS) end - # Hydrogen production supply is added to electrolyzer.jl + # Hourly matching constraints + if setup["HourlyMatching"] == 1 + QUALIFIED_SUPPLY = inputs["QUALIFIED_SUPPLY"] # Resources that are qualified to contribute to hourly matching constraint + @expression(EP, eHMCharge_CCS_SS[t = 1:T, z = 1:Z], + -sum(EP[:vCHARGE_CCS_SS][y, t] + for y in intersect(resources_in_zone_by_rid(gen, z), QUALIFIED_SUPPLY, CCS_SOLVENT_STORAGE))) + add_similar_to_expression!(EP[:eHM], eHMCharge_CCS_SS) + end end \ No newline at end of file diff --git a/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl b/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl index 3f61e66fee..3868659d74 100644 --- a/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl +++ b/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl @@ -1,3 +1,16 @@ +@doc raw""" + ccs_solvent_storage_commit!(EP::Model, inputs::Dict, setup::Dict) + +This function defines the operating constraints for ccs_solvent_storage power plants subject to unit commitment constraints on power plant start-ups and shut-down decision ($y \in UC$). + +We model capacity investment decisions and commitment and cycling (start-up, shut-down) of ccs_solvent_storage power plants silimar to all other thermal generators using the integer clustering technique developed in [Palmintier, 2011](https://pennstate.pure.elsevier.com/en/publications/impact-of-unit-commitment-constraints-on-generation-expansion-pla), [Palmintier, 2013](https://dspace.mit.edu/handle/1721.1/79147), and [Palmintier, 2014](https://ieeexplore.ieee.org/document/6684593). In a typical binary unit commitment formulation, each unit is either on or off. With the clustered unit commitment formulation, one or more cluster(s) of similar generators are clustered by type and zone (typically using heat rate and fixed O\&M cost to create clusters), and the integer commitment state variable for each cluster varies from zero to the number of units in the cluster, $\frac{\Delta^{total}_{y,z}}{\Omega^{size}_{y,z}}$. As discussed in \cite{Palmintier2014}, this approach replaces the large set of binary commitment decisions and associated constraints, which scale directly with the number of individual units, with a smaller set of integer commitment states and constraints, one for each cluster $y$. The dimensionality of the problem thus scales with the number of units of a given type in each zone, rather than by the number of discrete units, significantly improving computational efficiency. However, this method entails the simplifying assumption that all clustered units have identical parameters (e.g., capacity size, ramp rates, heat rate) and that all committed units in a given time step $t$ are operating at the same power output per unit. + +Subcomponents that are turned on and off at the same time are aggregated to simplify the model +Out of 7 sub-components in a CCS with solvent storage system, only 3 groups of unit commitment decisions are used: +Group 1: combine cycle turbines +including gas and steam turbines +Group 2: regenerator and compressors +Group 3: abosorber +""" function ccs_solvent_storage_commit!(EP::Model, inputs::Dict, setup::Dict) # Load generators dataframe, sets, and time periods gen = inputs["RESOURCES"] @@ -32,18 +45,20 @@ function ccs_solvent_storage_commit!(EP::Model, inputs::Dict, setup::Dict) # i = 4 -> regenerator and compressors # i = 3 -> abosorber - @variable(EP, vCOMMIT_CCS_SS[y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t = 1:T] >= 0) + @variable(EP, vCOMMIT_CCS_SS[y in COMMIT_CCS_SS, i in [1, 3, 4], t = 1:T] >= 0) # startup event variable - @variable(EP, vSTART_CCS_SS[y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t = 1:T] >= 0) + @variable(EP, vSTART_CCS_SS[y in COMMIT_CCS_SS, i in [1, 3, 4], t = 1:T] >= 0) # shutdown event variable - @variable(EP, vSHUT_CCS_SS[y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t = 1:T] >= 0) + @variable(EP, vSHUT_CCS_SS[y in COMMIT_CCS_SS, i in [1, 3, 4], t = 1:T] >= 0) ## Declaration of integer/binary variables - for y in CCS_SOLVENT_STORAGE - for i in [1, 3, 4] - set_integer.(vCOMMIT_CCS_SS[y,i,:]) - set_integer.(vSTART_CCS_SS[y,i,:]) - set_integer.(vSHUT_CCS_SS[y,i,:]) + if setup["UCommit"] == 1 # Integer UC constraints + for y in COMMIT_CCS_SS + for i in [1, 3, 4] + set_integer.(vCOMMIT_CCS_SS[y,i,:]) + set_integer.(vSTART_CCS_SS[y,i,:]) + set_integer.(vSHUT_CCS_SS[y,i,:]) + end end end @@ -67,55 +82,36 @@ function ccs_solvent_storage_commit!(EP::Model, inputs::Dict, setup::Dict) # Unit commitment constraints # Capacity limits on unit commitment decision variables (Constraints #1-3) @constraints(EP, begin - [y in CCS_SOLVENT_STORAGE, i in [1, 3, 4] , t=1:T], vCOMMIT_CCS_SS[y,i,t] <= EP[:eTotalCap_CCS_SS][y,i]/solvent_storage_dict[y, "cap_size"][i] - [y in CCS_SOLVENT_STORAGE, i in [1, 3, 4] , t=1:T], vSTART_CCS_SS[y,i,t] <= EP[:eTotalCap_CCS_SS][y,i]/solvent_storage_dict[y, "cap_size"][i] - [y in CCS_SOLVENT_STORAGE, i in [1, 3, 4] , t=1:T], vSHUT_CCS_SS[y,i,t] <= EP[:eTotalCap_CCS_SS][y,i]/solvent_storage_dict[y, "cap_size"][i] + [y in COMMIT_CCS_SS, i in [1, 3, 4] , t=1:T], vCOMMIT_CCS_SS[y,i,t] <= EP[:eTotalCap_CCS_SS][y,i]/solvent_storage_dict[y, "cap_size"][i] + [y in COMMIT_CCS_SS, i in [1, 3, 4] , t=1:T], vSTART_CCS_SS[y,i,t] <= EP[:eTotalCap_CCS_SS][y,i]/solvent_storage_dict[y, "cap_size"][i] + [y in COMMIT_CCS_SS, i in [1, 3, 4] , t=1:T], vSHUT_CCS_SS[y,i,t] <= EP[:eTotalCap_CCS_SS][y,i]/solvent_storage_dict[y, "cap_size"][i] end) # Commitment state constraint linking startup and shutdown decisions (Constraint #4) - @constraints(EP, begin - # For Start Hours, links first time step with last time step in subperiod - [y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t in START_SUBPERIODS], vCOMMIT_CCS_SS[y,i,t] == vCOMMIT_CCS_SS[y,i,hoursbefore(p, t, 1)] + vSTART_CCS_SS[y,i,t] - vSHUT_CCS_SS[y,i,t] - # For all other hours, links commitment state in hour t with commitment state in prior hour + sum of start up and shut down in current hour - [y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t in INTERIOR_SUBPERIODS], vCOMMIT_CCS_SS[y,i,t] == vCOMMIT_CCS_SS[y,i,t-1] + vSTART_CCS_SS[y,i,t] - vSHUT_CCS_SS[y,i,t] - end) + @constraint(EP, cCommit_CCS_SS[y in COMMIT_CCS_SS, i in [1, 3, 4], t = 1:T], + EP[:vCOMMIT_CCS_SS][y,i,t] == EP[:vCOMMIT_CCS_SS][y,i,hoursbefore(p, t, 1)] + EP[:vSTART_CCS_SS][y,i,t] - EP[:vSHUT_CCS_SS][y,i,t]) ### Maximum ramp up and down between consecutive hours (Constraints #5-6) - ## For Start Hours - # Links last time step with first time step, ensuring position in hour 1 is within eligible ramp of final hour position # rampup constraints - @constraint(EP,[y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t in START_SUBPERIODS], + @constraint(EP,[y in COMMIT_CCS_SS, i in [1, 3, 4], t = 1:T], EP[:vOutput_CCS_SS][y,i,t]-EP[:vOutput_CCS_SS][y,i,hoursbefore(p, t, 1)] <= solvent_storage_dict[y, "ramp_up"][i]*solvent_storage_dict[y, "cap_size"][i]*(vCOMMIT_CCS_SS[y,i,t]-vSTART_CCS_SS[y,i,t]) + min(1,max(solvent_storage_dict[y, "min_power"][i],solvent_storage_dict[y, "ramp_up"][i]))*solvent_storage_dict[y, "cap_size"][i]*vSTART_CCS_SS[y,i,t] -solvent_storage_dict[y, "min_power"][i]*solvent_storage_dict[y, "cap_size"][i]*vSHUT_CCS_SS[y,i,t]) # rampdown constraints - @constraint(EP,[y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t in START_SUBPERIODS], + @constraint(EP,[y in COMMIT_CCS_SS, i in [1, 3, 4], t = 1:T], EP[:vOutput_CCS_SS][y,i,hoursbefore(p, t, 1)]-EP[:vOutput_CCS_SS][y,i,t] <=solvent_storage_dict[y, "ramp_dn"][i]*solvent_storage_dict[y, "cap_size"][i]*(vCOMMIT_CCS_SS[y,i,t]-vSTART_CCS_SS[y,i,t]) -solvent_storage_dict[y, "min_power"][i]*solvent_storage_dict[y, "cap_size"][i]*vSTART_CCS_SS[y,i,t] + min(1,max(solvent_storage_dict[y, "min_power"][i],solvent_storage_dict[y, "ramp_dn"][i]))*solvent_storage_dict[y, "cap_size"][i]*vSHUT_CCS_SS[y,i,t]) - ## For Interior Hours - # rampup constraints - @constraint(EP,[y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t in INTERIOR_SUBPERIODS], - EP[:vOutput_CCS_SS][y,i,t]-EP[:vOutput_CCS_SS][y,i,t-1] <=solvent_storage_dict[y, "ramp_up"][i]*solvent_storage_dict[y, "cap_size"][i]*(vCOMMIT_CCS_SS[y,i,t]-vSTART_CCS_SS[y,i,t]) - + min(1,max(solvent_storage_dict[y, "min_power"][i],solvent_storage_dict[y, "ramp_up"][i]))*solvent_storage_dict[y, "cap_size"][i]*vSTART_CCS_SS[y,i,t] - -solvent_storage_dict[y, "min_power"][i]*solvent_storage_dict[y, "cap_size"][i]*vSHUT_CCS_SS[y,i,t]) - - # rampdown constraints - @constraint(EP,[y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t in INTERIOR_SUBPERIODS], - EP[:vOutput_CCS_SS][y,i,t-1]-EP[:vOutput_CCS_SS][y,i,t] <=solvent_storage_dict[y, "ramp_dn"][i]*solvent_storage_dict[y, "cap_size"][i]*(vCOMMIT_CCS_SS[y,i,t]-vSTART_CCS_SS[y,i,t]) - -solvent_storage_dict[y, "min_power"][i]*solvent_storage_dict[y, "cap_size"][i]*vSTART_CCS_SS[y,i,t] - +min(1,max(solvent_storage_dict[y, "min_power"][i],solvent_storage_dict[y, "ramp_dn"][i]))*solvent_storage_dict[y, "cap_size"][i]*vSHUT_CCS_SS[y,i,t]) - ### Minimum and maximum power output constraints (Constraints #7 & 8) @constraints(EP, begin - [y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t=1:T], EP[:vOutput_CCS_SS][y,i,t] >= solvent_storage_dict[y, "min_power"][i]*solvent_storage_dict[y, "cap_size"][i]*vCOMMIT_CCS_SS[y,i,t] - [y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t=1:T], EP[:vOutput_CCS_SS][y,i,t] <= solvent_storage_dict[y, "cap_size"][i]*vCOMMIT_CCS_SS[y,i,t] + [y in COMMIT_CCS_SS, i in [1, 3, 4], t=1:T], EP[:vOutput_CCS_SS][y,i,t] >= solvent_storage_dict[y, "min_power"][i]*solvent_storage_dict[y, "cap_size"][i]*vCOMMIT_CCS_SS[y,i,t] + [y in COMMIT_CCS_SS, i in [1, 3, 4], t=1:T], EP[:vOutput_CCS_SS][y,i,t] <= solvent_storage_dict[y, "cap_size"][i]*vCOMMIT_CCS_SS[y,i,t] end) ### Minimum up and down times (Constraints #9 & 10) - for y in CCS_SOLVENT_STORAGE + for y in COMMIT_CCS_SS for i in [1, 3, 4] ## up time Up_Time = Int(floor(solvent_storage_dict[y, "up_time"][i])) @@ -157,10 +153,10 @@ function ccs_solvent_storage_commit!(EP::Model, inputs::Dict, setup::Dict) # operational reserve (Constraints #11) # operational reserve is based on the combine cycle turbine instead of the whole system if setup["OperationalReserves"] > 0 - @variable(EP, vP_CCS_SS[y in CCS_SOLVENT_STORAGE, t=1:T]) - @constraint(EP, [y in CCS_SOLVENT_STORAGE, t in 1:T], vP_CCS_SS[y,t]==EP[:eP_CCS_SS][y,t]) - CCS_SS_REG = intersect(CCS_SOLVENT_STORAGE, inputs["REG"]) # Set of CCS_SOLVENT_STORAGE resources with regulation reserves - CCS_SS_RSV = intersect(CCS_SOLVENT_STORAGE, inputs["RSV"]) # Set of CCS_SOLVENT_STORAGE resources with spinning reserves + @variable(EP, vP_CCS_SS[y in COMMIT_CCS_SS, t=1:T]) + @constraint(EP, [y in COMMIT_CCS_SS, t in 1:T], vP_CCS_SS[y,t]==EP[:eP_CCS_SS][y,t]) + CCS_SS_REG = intersect(COMMIT_CCS_SS, inputs["REG"]) # Set of COMMIT_CCS_SS resources with regulation reserves + CCS_SS_RSV = intersect(COMMIT_CCS_SS, inputs["RSV"]) # Set of COMMIT_CCS_SS resources with spinning reserves max_power(y, t) = inputs["pP_Max"][y, t] commit(y, t) = (solvent_storage_dict[y,"cap_size"][gasturbine] + solvent_storage_dict[y,"cap_size"][steamturbine]) * EP[:vCOMMIT_CCS_SS][y, gasturbine, t] @@ -172,17 +168,17 @@ function ccs_solvent_storage_commit!(EP::Model, inputs::Dict, setup::Dict) EP[:vRSV][y, t]<=max_power(y, t) * rsv_max(gen[y]) * commit(y, t)) # Minimum stable power generated per technology "y" at hour "t" and contribution to regulation must be > min power - expr = extract_time_series_to_expression(EP[:vP_CCS_SS], CCS_SOLVENT_STORAGE) + expr = extract_time_series_to_expression(EP[:vP_CCS_SS], COMMIT_CCS_SS) add_similar_to_expression!(expr[CCS_SS_REG, :], -EP[:vREG][CCS_SS_REG, :]) - @constraint(EP, cREG_CCS_SS_Min[y in CCS_SOLVENT_STORAGE, t in 1:T], + @constraint(EP, cREG_CCS_SS_Min[y in COMMIT_CCS_SS, t in 1:T], expr[y, t]>=solvent_storage_dict[y, "min_power"][gasturbine] * commit(y, t)) # Maximum power generated per technology "y" at hour "t" and contribution to regulation and reserves up must be < max power - expr = extract_time_series_to_expression(EP[:vP_CCS_SS], CCS_SOLVENT_STORAGE) + expr = extract_time_series_to_expression(EP[:vP_CCS_SS], COMMIT_CCS_SS) add_similar_to_expression!(expr[CCS_SS_REG, :], EP[:vREG][CCS_SS_REG, :]) add_similar_to_expression!(expr[CCS_SS_RSV, :], EP[:vRSV][CCS_SS_RSV, :]) @constraint(EP, - [y in CCS_SOLVENT_STORAGE, t in 1:T], + [y in COMMIT_CCS_SS, t in 1:T], expr[y, t]<=max_power(y, t) * commit(y, t)) end end \ No newline at end of file diff --git a/src/model/resources/flexible_ccs/ccs_solvent_storage_no_commit.jl b/src/model/resources/flexible_ccs/ccs_solvent_storage_no_commit.jl index 426f38f877..0e38b5b073 100644 --- a/src/model/resources/flexible_ccs/ccs_solvent_storage_no_commit.jl +++ b/src/model/resources/flexible_ccs/ccs_solvent_storage_no_commit.jl @@ -1,3 +1,9 @@ +@doc raw""" + ccs_solvent_storage_no_commit!(EP::Model, inputs::Dict, setup::Dict) + +This function defines the operating constraints for ccs_solvent_storage power plants not ubject to unit commitment constraints on power plant start-ups and shut-down decision ($y \in UC$). +We model capacity investment decisions and commitment and cycling (start-up, shut-down) of ccs_solvent_storage power plants silimar to all other no commit thermal generators. +""" function ccs_solvent_storage_no_commit!(EP::Model, inputs::Dict, setup::Dict) # Load generators dataframe, sets, and time periods gen = inputs["RESOURCES"] @@ -34,27 +40,27 @@ function ccs_solvent_storage_no_commit!(EP::Model, inputs::Dict, setup::Dict) ### Maximum ramp up and down between consecutive hours (Constraints #1-2) # rampup constraints - @constraint(EP,[y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t in 1:T], + @constraint(EP,[y in NO_COMMIT_CCS_SS, i in [1, 3, 4], t in 1:T], EP[:vOutput_CCS_SS][y,i,t]-EP[:vOutput_CCS_SS][y,i,t-1] <= solvent_storage_dict[y, "ramp_up"][i]*EP[:eTotalCap_CCS_SS][y,i]) # rampdown constraints - @constraint(EP,[y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t in 1:T], + @constraint(EP,[y in NO_COMMIT_CCS_SS, i in [1, 3, 4], t in 1:T], EP[:vOutput_CCS_SS][y,i,t-1]-EP[:vOutput_CCS_SS][y,i,t] <= solvent_storage_dict[y, "ramp_dn"][i]*EP[:eTotalCap_CCS_SS][y,i]) ### Minimum and maximum power output constraints (Constraints #3-4) @constraints(EP, begin - [y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t=1:T], EP[:vOutput_CCS_SS][y,i,t] >= solvent_storage_dict[y, "min_power"][i]*EP[:eTotalCap_CCS_SS][y,i] - [y in CCS_SOLVENT_STORAGE, i in [1, 3, 4], t=1:T], EP[:vOutput_CCS_SS][y,i,t] <= EP[:eTotalCap_CCS_SS][y,i] + [y in NO_COMMIT_CCS_SS, i in [1, 3, 4], t=1:T], EP[:vOutput_CCS_SS][y,i,t] >= solvent_storage_dict[y, "min_power"][i]*EP[:eTotalCap_CCS_SS][y,i] + [y in NO_COMMIT_CCS_SS, i in [1, 3, 4], t=1:T], EP[:vOutput_CCS_SS][y,i,t] <= EP[:eTotalCap_CCS_SS][y,i] end) # operational reserve (Constraints #5) # operational reserve is based on the combine cycle turbine instead of the whole system if setup["OperationalReserves"] > 0 - @variable(EP, vP_CCS_SS[y in CCS_SOLVENT_STORAGE, t=1:T]) - @constraint(EP, [y in CCS_SOLVENT_STORAGE, t in 1:T], vP_CCS_SS[y,t]==EP[:eP_CCS_SS][y,t]) + @variable(EP, vP_CCS_SS[y in NO_COMMIT_CCS_SS, t=1:T]) + @constraint(EP, [y in NO_COMMIT_CCS_SS, t in 1:T], vP_CCS_SS[y,t]==EP[:eP_CCS_SS][y,t]) - CCS_SS_REG = intersect(CCS_SOLVENT_STORAGE, inputs["REG"]) # Set of CCS_SOLVENT_STORAGE resources with regulation reserves - CCS_SS_RSV = intersect(CCS_SOLVENT_STORAGE, inputs["RSV"]) # Set of CCS_SOLVENT_STORAGE resources with spinning reserves + CCS_SS_REG = intersect(NO_COMMIT_CCS_SS, inputs["REG"]) # Set of NO_COMMIT_CCS_SS resources with regulation reserves + CCS_SS_RSV = intersect(NO_COMMIT_CCS_SS, inputs["RSV"]) # Set of NO_COMMIT_CCS_SS resources with spinning reserves max_power(y, t) = inputs["pP_Max"][y, t] @@ -65,17 +71,17 @@ function ccs_solvent_storage_no_commit!(EP::Model, inputs::Dict, setup::Dict) EP[:vRSV][y, t]<=max_power(y, t) * rsv_max(gen[y]) * (EP[:eTotalCap_CCS_SS][y, gasturbine] + EP[:eTotalCap_CCS_SS][y, steamturbine])) # Minimum stable power generated per technology "y" at hour "t" and contribution to regulation must be > min power - expr = extract_time_series_to_expression(EP[:vP_CCS_SS], CCS_SOLVENT_STORAGE) + expr = extract_time_series_to_expression(EP[:vP_CCS_SS], NO_COMMIT_CCS_SS) add_similar_to_expression!(expr[CCS_SS_REG, :], -EP[:vREG][CCS_SS_REG, :]) - @constraint(EP, cREG_CCS_SS_Min[y in CCS_SOLVENT_STORAGE, t in 1:T], + @constraint(EP, cREG_CCS_SS_Min[y in NO_COMMIT_CCS_SS, t in 1:T], expr[y, t]>=solvent_storage_dict[y, "min_power"][gasturbine] * (EP[:eTotalCap_CCS_SS][y, gasturbine] + EP[:eTotalCap_CCS_SS][y, steamturbine])) # Maximum power generated per technology "y" at hour "t" and contribution to regulation and reserves up must be < max power - expr = extract_time_series_to_expression(EP[:vP_CCS_SS], CCS_SOLVENT_STORAGE) + expr = extract_time_series_to_expression(EP[:vP_CCS_SS], NO_COMMIT_CCS_SS) add_similar_to_expression!(expr[CCS_SS_REG, :], EP[:vREG][CCS_SS_REG, :]) add_similar_to_expression!(expr[CCS_SS_RSV, :], EP[:vRSV][CCS_SS_RSV, :]) @constraint(EP, - [y in CCS_SOLVENT_STORAGE, t in 1:T], + [y in NO_COMMIT_CCS_SS, t in 1:T], expr[y, t]<=max_power(y, t) * (EP[:eTotalCap_CCS_SS][y, gasturbine] + EP[:eTotalCap_CCS_SS][y, steamturbine])) end end \ No newline at end of file diff --git a/src/model/resources/resources.jl b/src/model/resources/resources.jl index 6a7e5b5a5f..8396a1b1fe 100644 --- a/src/model/resources/resources.jl +++ b/src/model/resources/resources.jl @@ -1229,6 +1229,22 @@ existing_cap_ton_regenerator(r::AbstractResource) = get(r, :existing_cap_ton_reg existing_cap_ton_solventstorage_rich(r::AbstractResource) = get(r, :existing_cap_ton_solventstorage_rich, default_zero) existing_cap_ton_solventstorage_lean(r::AbstractResource) = get(r, :existing_cap_ton_solventstorage_lean, default_zero) +max_cap_mw_gasturbine(r::AbstractResource) = get(r, :max_cap_mw_gasturbine, default_minmax_cap) +max_cap_mw_steamturbine(r::AbstractResource) = get(r, :max_cap_mw_steamturbine, default_minmax_cap) +max_cap_ton_absorber(r::AbstractResource) = get(r, :max_cap_ton_absorber, default_minmax_cap) +max_cap_mw_compressor(r::AbstractResource) = get(r, :max_cap_mw_compressor, default_minmax_cap) +max_cap_ton_regenerator(r::AbstractResource) = get(r, :max_cap_ton_regenerator, default_minmax_cap) +max_cap_ton_solventstorage_rich(r::AbstractResource) = get(r, :max_cap_ton_solventstorage_rich, default_minmax_cap) +max_cap_ton_solventstorage_lean(r::AbstractResource) = get(r, :max_cap_ton_solventstorage_lean, default_minmax_cap) + +min_cap_mw_gasturbine(r::AbstractResource) = get(r, :min_cap_mw_gasturbine, default_minmax_cap) +min_cap_mw_steamturbine(r::AbstractResource) = get(r, :min_cap_mw_steamturbine, default_minmax_cap) +min_cap_ton_absorber(r::AbstractResource) = get(r, :min_cap_ton_absorber, default_minmax_cap) +min_cap_mw_compressor(r::AbstractResource) = get(r, :min_cap_mw_compressor, default_minmax_cap) +min_cap_ton_regenerator(r::AbstractResource) = get(r, :min_cap_ton_regenerator, default_minmax_cap) +min_cap_ton_solventstorage_rich(r::AbstractResource) = get(r, :min_cap_ton_solventstorage_rich, default_minmax_cap) +min_cap_ton_solventstorage_lean(r::AbstractResource) = get(r, :min_cap_ton_solventstorage_lean, default_minmax_cap) + ## policies # co-located storage function esr_vrestor(r::AbstractResource; tag::Int64) diff --git a/src/write_outputs/write_capacity.jl b/src/write_outputs/write_capacity.jl index 9a52bb6351..45ab415d01 100755 --- a/src/write_outputs/write_capacity.jl +++ b/src/write_outputs/write_capacity.jl @@ -11,16 +11,21 @@ function write_capacity(path::AbstractString, inputs::Dict, setup::Dict, EP::Mod sco2turbine = 1 ALLAM_CYCLE_LOX = inputs["ALLAM_CYCLE_LOX"] COMMIT_Allam = setup["UCommit"] > 0 ? ALLAM_CYCLE_LOX : Int[] # If UCommit is 1, then ALL Allam Cycle LOX resources are committed + CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] + gasturbine, steamturbine = 1, 2 + COMMIT_CCS_SS = setup["UCommit"] > 0 ? CCS_SOLVENT_STORAGE : Int[] # Capacity decisions capdischarge = zeros(size(inputs["RESOURCE_NAMES"])) for i in inputs["NEW_CAP"] - if i in inputs["COMMIT"] + if i in inputs["COMMIT"] # inputs["THERM_COMMIT"] capdischarge[i] = value(EP[:vCAP][i]) * cap_size(gen[i]) elseif i in COMMIT_Allam capdischarge[i] = value(EP[:vCAP_AllamCycleLOX][i, sco2turbine]) * inputs["allam_dict"][i,"cap_size"][sco2turbine] elseif i in ALLAM_CYCLE_LOX capdischarge[i] = value(EP[:vCAP_AllamCycleLOX][i, sco2turbine]) + elseif i in COMMIT_CCS_SS + capdischarge[i] = value(EP[:vCAP_CCS_SS][i, gasturbine]) * inputs["solvent_storage_dict"][i,"cap_size"][gasturbine] + value(EP[:vCAP_CCS_SS][i, steamturbine]) * inputs["solvent_storage_dict"][i,"cap_size"][steamturbine] else capdischarge[i] = value(EP[:vCAP][i]) end @@ -28,12 +33,14 @@ function write_capacity(path::AbstractString, inputs::Dict, setup::Dict, EP::Mod retcapdischarge = zeros(size(inputs["RESOURCE_NAMES"])) for i in inputs["RET_CAP"] - if i in inputs["COMMIT"] + if i in inputs["COMMIT"] # inputs["THERM_COMMIT"] retcapdischarge[i] = first(value.(EP[:vRETCAP][i])) * cap_size(gen[i]) elseif i in COMMIT_Allam retcapdischarge[i] = value(EP[:vRETCAP_AllamCycleLOX][i, sco2turbine]) * inputs["allam_dict"][i,"cap_size"][sco2turbine] elseif i in ALLAM_CYCLE_LOX retcapdischarge[i] = value(EP[:vRETCAP_AllamCycleLOX][i, sco2turbine]) + elseif i in COMMIT_CCS_SS + retcapdischarge[i] = value(EP[:vRETCAP_CCS_SS][i, gasturbine]) * inputs["solvent_storage_dict"][i,"cap_size"][gasturbine] + value(EP[:vRETCAP_CCS_SS][i, steamturbine]) * inputs["solvent_storage_dict"][i,"cap_size"][steamturbine] else retcapdischarge[i] = first(value.(EP[:vRETCAP][i])) end @@ -48,6 +55,24 @@ function write_capacity(path::AbstractString, inputs::Dict, setup::Dict, EP::Mod end end + endcapdischarge = zeros(size(inputs["RESOURCE_NAMES"])) + for i in inputs["G"] + if i in COMMIT_CCS_SS + endcapdischarge[i] = value(EP[:eTotalCap_CCS_SS][i, gasturbine]) + value(EP[:eTotalCap_CCS_SS][i, steamturbine]) + else + endcapdischarge[i] = first(value.(EP[:eTotalCap][i])) + end + end + + startcapdischarge = zeros(size(inputs["RESOURCE_NAMES"])) + for i in inputs["G"] + if i in COMMIT_CCS_SS + startcapdischarge[i] = gen[i].existing_cap_mw_gasturbine + gen[i].existing_cap_mw_steamturbine + else + startcapdischarge[i] = gen[i].existing_cap_mw + end + end + capacity_constraint_dual = zeros(size(inputs["RESOURCE_NAMES"])) for y in ids_with_positive(gen, max_cap_mw) capacity_constraint_dual[y] = -dual.(EP[:cMaxCap][y]) @@ -92,8 +117,8 @@ function write_capacity(path::AbstractString, inputs::Dict, setup::Dict, EP::Mod end end - startcap = MultiStage == 1 ? value.(EP[:vEXISTINGCAP]) : existing_cap_mw.(gen) - endcap = value.(EP[:eTotalCap]) + startcap = MultiStage == 1 ? value.(EP[:vEXISTINGCAP]) : startcapdischarge[:] + endcap = (MultiStage == 1 ? value.(EP[:vEXISTINGCAP]) : startcapdischarge[:]) - retcapdischarge[:] + capdischarge[:] # for allam cycle lox, we need to use: # eExistingCap_AllamCycleLOX instead of eExistingCap diff --git a/src/write_outputs/write_capacityfactor.jl b/src/write_outputs/write_capacityfactor.jl index 9a465712ef..edbae19f82 100644 --- a/src/write_outputs/write_capacityfactor.jl +++ b/src/write_outputs/write_capacityfactor.jl @@ -64,7 +64,7 @@ function write_capacityfactor(path::AbstractString, inputs::Dict, setup::Dict, E has_capacity = findall(x -> x >= 1, df.Capacity) EXISTING = intersect(produces_power, has_capacity) # We calculate capacity factor for thermal, vre, hydro and must run. Not for storage and flexible demand - CF_GEN = intersect(union(THERM_ALL, VRE, HYDRO_RES, MUST_RUN, VRE_STOR), EXISTING) + CF_GEN = intersect(union(THERM_ALL, VRE, HYDRO_RES, MUST_RUN, VRE_STOR, CCS_SOLVENT_STORAGE), EXISTING) df.CapacityFactor[CF_GEN] .= (df.AnnualSum[CF_GEN] ./ df.Capacity[CF_GEN]) / sum(weight) diff --git a/src/write_outputs/write_ccs_solvent_storage.jl b/src/write_outputs/write_ccs_solvent_storage.jl index 356d0fbe55..7e284497b5 100644 --- a/src/write_outputs/write_ccs_solvent_storage.jl +++ b/src/write_outputs/write_ccs_solvent_storage.jl @@ -215,12 +215,16 @@ function write_ccs_ss_capacity(path::AbstractString, inputs::Dict, setup::Dict, # Power injected by each resource in each time step solvent_storage_resources = inputs["RESOURCE_NAMES"][CCS_SOLVENT_STORAGE] dfCCS_SS_output = DataFrame(Resource = - [solvent_storage_resources .*"_gasturbine_power_mw"; - solvent_storage_resources .*"_steamturbine_power_mw"; + [solvent_storage_resources .*"_gasturbine_power_mwh"; + solvent_storage_resources .*"_steamturbine_power_mwh"; solvent_storage_resources .*"_combinedcycle_commit"; - solvent_storage_resources .*"_net_power_output_mw"; + solvent_storage_resources .*"_net_power_output_mwh"; solvent_storage_resources .*"_absorber_CO2_t"; + solvent_storage_resources .*"_absorber_mwh"; solvent_storage_resources .*"_absorber_commit"; + solvent_storage_resources .*"_solvent_storage_rich_t"; + solvent_storage_resources .*"_solvent_storage_lean_t"; + solvent_storage_resources .*"_compressor_mwh"; solvent_storage_resources .*"_compressor_commit"; solvent_storage_resources .*"_regenerator_CO2_t"; @@ -243,14 +247,22 @@ function write_ccs_ss_capacity(path::AbstractString, inputs::Dict, setup::Dict, gross_power_steamturbine = value.(EP[:vOutput_CCS_SS])[:,steamturbine,:] net_power_out = value.(EP[:eNetPowerCCS_SS])[:,:] absorber_co2 = value.(EP[:vOutput_CCS_SS])[:,absorber,:] + solvent_storage_rich = value.(EP[:vOutput_CCS_SS])[:,solventstorage_rich,:] + solvent_storage_lean = value.(EP[:vOutput_CCS_SS])[:,solventstorage_lean,:] regenerator_co2 = value.(EP[:vOutput_CCS_SS])[:,regenerator,:] + power_consumption_compressor = value.(EP[:vOutput_CCS_SS])[:,compressor,:] + power_consumption_absorber = value.(EP[:ePower_absorber])[:,:] if setup["ParameterScale"] == 1 gross_power_gasturbine *= ModelScalingFactor gross_power_steamturbine *= ModelScalingFactor net_power_out *= ModelScalingFactor absorber_co2 *= ModelScalingFactor + solvent_storage_rich *= ModelScalingFactor + solvent_storage_lean *= ModelScalingFactor regenerator_co2 *= ModelScalingFactor + power_consumption_compressor *= ModelScalingFactor + power_consumption_absorber *= ModelScalingFactor end solvent_storage_output = [Array(gross_power_gasturbine); @@ -258,9 +270,14 @@ function write_ccs_ss_capacity(path::AbstractString, inputs::Dict, setup::Dict, Array(combinedcycle_commit); Array(net_power_out); Array(absorber_co2); + Array(power_consumption_absorber); Array(absorber_commit); + Array(solvent_storage_rich); + Array(solvent_storage_lean); + Array(power_consumption_compressor); + Array(compressor_commit); Array(regenerator_co2); - Array(compressor_commit)] + ] final_solvent_storage = permutedims(DataFrame(hcat(Array(dfCCS_SS_output), solvent_storage_output), :auto)) CSV.write(joinpath(path,"output_CCS_SOLVENT_STORAGE.csv"), final_solvent_storage, writeheader = false) diff --git a/src/write_outputs/write_costs.jl b/src/write_outputs/write_costs.jl index b247653f8e..4567915f66 100644 --- a/src/write_outputs/write_costs.jl +++ b/src/write_outputs/write_costs.jl @@ -13,6 +13,7 @@ function write_costs(path::AbstractString, inputs::Dict, setup::Dict, EP::Model) VS_ELEC = !isempty(VRE_STOR) ? inputs["VS_ELEC"] : Vector{Int}[] ELECTROLYZER_ALL = !isempty(VS_ELEC) ? union(VS_ELEC, inputs["ELECTROLYZER"]) : inputs["ELECTROLYZER"] + CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] cost_list = [ "cTotal", @@ -394,6 +395,23 @@ function write_costs(path::AbstractString, inputs::Dict, setup::Dict, EP::Model) tempCTotal += tempHydrogenValue end + if !isempty(CCS_SOLVENT_STORAGE) + Y_ZONE_CCS_SS = resources_in_zone_by_rid(gen.CCSSolventStorage, z) + # Fixed Costs + eCFix_CCS_SS_zone = sum(value.(EP[:eCFix_CCS_SS_Plant][Y_ZONE_CCS_SS])) + tempCFix += eCFix_CCS_SS_zone + # Variable Costs + eCVar_CCS_SS_zone = sum(value.(EP[:eCVar_CCS_SS][Y_ZONE_CCS_SS])) + tempCVar += eCVar_CCS_SS_zone + tempCTotal += eCFix_CCS_SS_zone + eCVar_CCS_SS_zone + if setup["UCommit"] >= 1 && !isempty(Y_ZONE_CCS_SS) + eCStart_CCS_SS = sum(value.(EP[:eCStart_CCS_SS][Y_ZONE_CCS_SS, :])) + + sum(value.(EP[:ePlantCFuelStart][Y_ZONE_CCS_SS, :])) + tempCStart += eCStart_CCS_SS + tempCTotal += eCStart_CCS_SS + end + end + tempCNSE = sum(value.(EP[:eCNSE][:, :, z])) tempCTotal += tempCNSE diff --git a/src/write_outputs/write_net_revenue.jl b/src/write_outputs/write_net_revenue.jl index 55f9a16b99..44d17c933d 100644 --- a/src/write_outputs/write_net_revenue.jl +++ b/src/write_outputs/write_net_revenue.jl @@ -47,6 +47,7 @@ function write_net_revenue(path::AbstractString, AC_CHARGE = inputs["VS_STOR_AC_CHARGE"] # Should read in charge asymmetric capacities end + CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] ALLAM_CYCLE_LOX = inputs["ALLAM_CYCLE_LOX"] @@ -82,6 +83,10 @@ function write_net_revenue(path::AbstractString, dfNetRevenue.Inv_cost_MW[ALLAM_CYCLE_LOX] += Array(value.(EP[:eCFix_Allam_Plant])) end + if !isempty(CCS_SOLVENT_STORAGE) + dfNetRevenue.Inv_cost_MW[CCS_SOLVENT_STORAGE] += Array(value.(EP[:eCFix_CCS_SS_Plant])) + end + if setup["ParameterScale"] == 1 dfNetRevenue.Inv_cost_MWh *= ModelScalingFactor # converting Million US$ to US$ dfNetRevenue.Inv_cost_MW *= ModelScalingFactor # converting Million US$ to US$ @@ -133,6 +138,10 @@ function write_net_revenue(path::AbstractString, dfNetRevenue.Var_OM_cost_out[ALLAM_CYCLE_LOX] += Array(value.(EP[:eCVar_Allam])) end + if !isempty(CCS_SOLVENT_STORAGE) + dfNetRevenue.Var_OM_cost_out[CCS_SOLVENT_STORAGE] += Array(value.(EP[:eCVar_CCS_SS])) + end + if setup["ParameterScale"] == 1 dfNetRevenue.Fixed_OM_cost_MW *= ModelScalingFactor # converting Million US$ to US$ dfNetRevenue.Fixed_OM_cost_MWh *= ModelScalingFactor # converting Million US$ to US$ diff --git a/src/write_outputs/write_power_balance.jl b/src/write_outputs/write_power_balance.jl index 6a8e286ff1..69e65783a5 100644 --- a/src/write_outputs/write_power_balance.jl +++ b/src/write_outputs/write_power_balance.jl @@ -13,6 +13,7 @@ function write_power_balance(path::AbstractString, inputs::Dict, setup::Dict, EP ELECTROLYZER = inputs["ELECTROLYZER"] VRE_STOR = inputs["VRE_STOR"] FUSION = ids_with(gen, :fusion) + CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] Com_list = ["Generation", "Storage_Discharge", "Storage_Charge", "Flexible_Demand_Defer", "Flexible_Demand_Stasify", "Demand_Response", "Nonserved_Energy", @@ -35,13 +36,21 @@ function write_power_balance(path::AbstractString, inputs::Dict, setup::Dict, EP powerbalance = zeros(Z * L, T) # following the same style of power/charge/storage/nse for z in 1:Z POWER_ZONE = intersect(resources_in_zone_by_rid(gen, z), - union(THERM_ALL, VRE, MUST_RUN, HYDRO_RES, ALLAM_CYCLE_LOX)) + union(THERM_ALL, VRE, MUST_RUN, HYDRO_RES, ALLAM_CYCLE_LOX, CCS_SOLVENT_STORAGE)) + + # Calculate base generation + powerbalance[(z - 1) * L + 1, :] = sum(value.(EP[:vP][POWER_ZONE, :]), dims = 1) + + # Subtract charging power for allam cycle and ccs with solvent storage resources ALLAM_ZONE = intersect(resources_in_zone_by_rid(gen, z), ALLAM_CYCLE_LOX) - if isempty(ALLAM_ZONE) - powerbalance[(z - 1) * L + 1, :] = sum(value.(EP[:vP][POWER_ZONE, :]), dims = 1) - else - powerbalance[(z - 1) * L + 1, :] = sum(value.(Array(EP[:vP][POWER_ZONE, :])), dims = 1) - sum(value.(Array(EP[:vCHARGE_ALLAM][ALLAM_ZONE, :])), dims = 1) + if !isempty(ALLAM_ZONE) + powerbalance[(z - 1) * L + 1, :] -= sum(value.(Array(EP[:vCHARGE_ALLAM][ALLAM_ZONE, :])), dims = 1) end + CCS_SOLVENT_STORAGE_ZONE = intersect(resources_in_zone_by_rid(gen, z), CCS_SOLVENT_STORAGE) + if !isempty(CCS_SOLVENT_STORAGE_ZONE) + powerbalance[(z - 1) * L + 1, :] -= sum(value.(Array(EP[:vCHARGE_CCS_SS][CCS_SOLVENT_STORAGE_ZONE, :])), dims = 1) + end + STOR_ALL_ZONE = intersect(resources_in_zone_by_rid(gen, z), STOR_ALL) if !isempty(STOR_ALL_ZONE) powerbalance[(z - 1) * L + 2, :] = sum(value.(EP[:vP][STOR_ALL_ZONE, :]), From 4477f156307f5b3bf6534926e3cc3f234680ed13 Mon Sep 17 00:00:00 2001 From: ql0320 Date: Fri, 22 Nov 2024 12:54:42 -0500 Subject: [PATCH 03/25] Update CHANGELOG.md and add doc in settings --- CHANGELOG.md | 1 + .../settings/genx_settings.yml | 2 +- 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index fff8a08aeb..ecaa4945ba 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -58,6 +58,7 @@ non-representative periods (#781). - New settings flag `LDSAdditionalConstraints` to provide flexibility in activating new long-duration storage constraints (#781). Can be set in the GenX settings file (PR #801). +- Flexible CCS with solvent storage options (#854). ### Changed - The `charge.csv` and `storage.csv` files now include only resources with diff --git a/example_systems/11_three_zones_CCS_solvent_storage/settings/genx_settings.yml b/example_systems/11_three_zones_CCS_solvent_storage/settings/genx_settings.yml index 13b3144972..4720e6177e 100644 --- a/example_systems/11_three_zones_CCS_solvent_storage/settings/genx_settings.yml +++ b/example_systems/11_three_zones_CCS_solvent_storage/settings/genx_settings.yml @@ -12,4 +12,4 @@ UCommit: 2 # Unit committment of thermal power plants; 0 = not active; 1 = activ TimeDomainReduction: 1 # Time domain reduce (i.e. cluster) inputs based on Demand_data.csv, Generators_variability.csv, and Fuels_data.csv; 0 = not active (use input data as provided); 0 = active (cluster input data, or use data that has already been clustered) EnableJuMPStringNames: true ComputeConflicts: 1 -FlexibleCCS: 1 \ No newline at end of file +FlexibleCCS: 1 # Use of the solvent storage; 1 = allow absorber and regenerator to operate independently; 0: not allow absorber and regenerator to operate independently (emissions captured by absorber at hour h needs to be sequestrated at hour h, too.) \ No newline at end of file From 0241c1fda46bb2a3b192eb1ec0524f4c40575c43 Mon Sep 17 00:00:00 2001 From: ql0320 Date: Mon, 25 Nov 2024 08:38:50 -0500 Subject: [PATCH 04/25] add a check for empty collections --- src/write_outputs/write_costs.jl | 26 ++++++++++++++------------ 1 file changed, 14 insertions(+), 12 deletions(-) diff --git a/src/write_outputs/write_costs.jl b/src/write_outputs/write_costs.jl index 4567915f66..75e56ee50a 100644 --- a/src/write_outputs/write_costs.jl +++ b/src/write_outputs/write_costs.jl @@ -397,18 +397,20 @@ function write_costs(path::AbstractString, inputs::Dict, setup::Dict, EP::Model) if !isempty(CCS_SOLVENT_STORAGE) Y_ZONE_CCS_SS = resources_in_zone_by_rid(gen.CCSSolventStorage, z) - # Fixed Costs - eCFix_CCS_SS_zone = sum(value.(EP[:eCFix_CCS_SS_Plant][Y_ZONE_CCS_SS])) - tempCFix += eCFix_CCS_SS_zone - # Variable Costs - eCVar_CCS_SS_zone = sum(value.(EP[:eCVar_CCS_SS][Y_ZONE_CCS_SS])) - tempCVar += eCVar_CCS_SS_zone - tempCTotal += eCFix_CCS_SS_zone + eCVar_CCS_SS_zone - if setup["UCommit"] >= 1 && !isempty(Y_ZONE_CCS_SS) - eCStart_CCS_SS = sum(value.(EP[:eCStart_CCS_SS][Y_ZONE_CCS_SS, :])) + - sum(value.(EP[:ePlantCFuelStart][Y_ZONE_CCS_SS, :])) - tempCStart += eCStart_CCS_SS - tempCTotal += eCStart_CCS_SS + if !isempty(Y_ZONE_CCS_SS) + # Fixed Costs + eCFix_CCS_SS_zone = sum(value.(EP[:eCFix_CCS_SS_Plant][Y_ZONE_CCS_SS])) + tempCFix += eCFix_CCS_SS_zone + # Variable Costs + eCVar_CCS_SS_zone = sum(value.(EP[:eCVar_CCS_SS][Y_ZONE_CCS_SS])) + tempCVar += eCVar_CCS_SS_zone + tempCTotal += eCFix_CCS_SS_zone + eCVar_CCS_SS_zone + if setup["UCommit"] >= 1 && !isempty(Y_ZONE_CCS_SS) + eCStart_CCS_SS = sum(value.(EP[:eCStart_CCS_SS][Y_ZONE_CCS_SS, :])) + + sum(value.(EP[:ePlantCFuelStart][Y_ZONE_CCS_SS, :])) + tempCStart += eCStart_CCS_SS + tempCTotal += eCStart_CCS_SS + end end end From e4c2364714452459c6e6b88b4b1bcd9c034683b8 Mon Sep 17 00:00:00 2001 From: ql0320 Date: Tue, 3 Dec 2024 14:00:57 -0500 Subject: [PATCH 05/25] Fix bugs in write_capacity.csv --- .../resources/Thermal.csv | 6 +++--- .../resources/flexible_ccs/ccs_solvent_storage.jl | 10 ---------- src/write_outputs/write_capacity.jl | 8 ++++---- 3 files changed, 7 insertions(+), 17 deletions(-) diff --git a/example_systems/11_three_zones_CCS_solvent_storage/resources/Thermal.csv b/example_systems/11_three_zones_CCS_solvent_storage/resources/Thermal.csv index 88fac7de0b..b1a44a6b89 100644 --- a/example_systems/11_three_zones_CCS_solvent_storage/resources/Thermal.csv +++ b/example_systems/11_three_zones_CCS_solvent_storage/resources/Thermal.csv @@ -1,4 +1,4 @@ Resource,Zone,Model,New_Build,Can_Retire,Existing_Cap_MW,Max_Cap_MW,Min_Cap_MW,Inv_Cost_per_MWyr,Fixed_OM_Cost_per_MWyr,Var_OM_Cost_per_MWh,Heat_Rate_MMBTU_per_MWh,Fuel,Cap_Size,Start_Cost_per_MW,Start_Fuel_MMBTU_per_MW,Up_Time,Down_Time,Ramp_Up_Percentage,Ramp_Dn_Percentage,Min_Power,Reg_Max,Rsv_Max,Reg_Cost,Rsv_Cost,region,cluster -MA_natural_gas_combined_cycle,1,1,1,0,0,-1,0,65400,10287,3.55,7.43,MA_NG,250,91,2,6,6,0.64,0.64,0.468,0.25,0.5,0,0,MA,1 -CT_natural_gas_combined_cycle,2,1,1,0,0,-1,0,65400,9698,3.57,7.12,CT_NG,250,91,2,6,6,0.64,0.64,0.338,0.133332722,0.266665444,0,0,CT,1 -ME_natural_gas_combined_cycle,3,1,1,0,0,-1,0,65400,16291,4.5,12.62,ME_NG,250,91,2,6,6,0.64,0.64,0.474,0.033333333,0.066666667,0,0,ME,1 \ No newline at end of file +MA_natural_gas_combined_cycle,1,1,0,0,100,-1,0,65400,10287,3.55,7.43,MA_NG,250,91,2,6,6,0.64,0.64,0.468,0.25,0.5,0,0,MA,1 +CT_natural_gas_combined_cycle,2,1,0,0,100,-1,0,65400,9698,3.57,7.12,CT_NG,250,91,2,6,6,0.64,0.64,0.338,0.133332722,0.266665444,0,0,CT,1 +ME_natural_gas_combined_cycle,3,1,0,0,100,-1,0,65400,16291,4.5,12.62,ME_NG,250,91,2,6,6,0.64,0.64,0.474,0.033333333,0.066666667,0,0,ME,1 \ No newline at end of file diff --git a/src/model/resources/flexible_ccs/ccs_solvent_storage.jl b/src/model/resources/flexible_ccs/ccs_solvent_storage.jl index 08f6c5864f..75cb01622c 100644 --- a/src/model/resources/flexible_ccs/ccs_solvent_storage.jl +++ b/src/model/resources/flexible_ccs/ccs_solvent_storage.jl @@ -249,16 +249,6 @@ function ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) # 2.5 CO2 regenerated in the regenerator: EP[:vOutput_CCS_SS][y, regenerator, t]] @constraint(EP, cRegen_Compress[y in CCS_SOLVENT_STORAGE, t = 1:T], EP[:vOutput_CCS_SS][y, regenerator, t] == EP[:vOutput_CCS_SS][y, compressor, t] / gen[y].poweruserate_mwh_per_ton_co2_compressor) - # # 2.6 CO2 compressed and stored after the compressor: EP[:vOutput_CCS_SS[y, compressor, t]] / gen[y].poweruserate_mwh_per_ton_co2_compressor - # @expression(EP, ePlantCCO2Sequestration_compressor[y in CCS_SOLVENT_STORAGE], # CO2 storage and transport costs by plant - # sum(omega[t] * EP[:vOutput_CCS_SS][y, compressor, t] / gen[y].poweruserate_mwh_per_ton_co2_compressor * - # ccs_disposal_cost_per_metric_ton(gen[y]) for t in 1:T)) - # @expression(EP, eZonalCCO2Sequestration_compressor[z = 1:Z], # CO2 storage and transport costs by zone - # sum(ePlantCCO2Sequestration_compressor[y] - # for y in intersect(resources_in_zone_by_rid(gen, z), CCS_SOLVENT_STORAGE))) - # @expression(EP, eTotaleCCO2Sequestration_compressor, - # sum(eZonalCCO2Sequestration_compressor[z] for z in 1:Z)) - # add_to_expression!(EP[:eObj], EP[:eTotaleCCO2Sequestration_compressor]) # if not flexible, EP[:vOutput_CCS_SS][y, regenerator, t] == EP[:vOutput_CCS_SS][y, absorber, t] if setup["FlexibleCCS"] == 0 diff --git a/src/write_outputs/write_capacity.jl b/src/write_outputs/write_capacity.jl index 45ab415d01..1b35d6d0c0 100755 --- a/src/write_outputs/write_capacity.jl +++ b/src/write_outputs/write_capacity.jl @@ -56,7 +56,7 @@ function write_capacity(path::AbstractString, inputs::Dict, setup::Dict, EP::Mod end endcapdischarge = zeros(size(inputs["RESOURCE_NAMES"])) - for i in inputs["G"] + for i in 1:inputs["G"] if i in COMMIT_CCS_SS endcapdischarge[i] = value(EP[:eTotalCap_CCS_SS][i, gasturbine]) + value(EP[:eTotalCap_CCS_SS][i, steamturbine]) else @@ -65,11 +65,11 @@ function write_capacity(path::AbstractString, inputs::Dict, setup::Dict, EP::Mod end startcapdischarge = zeros(size(inputs["RESOURCE_NAMES"])) - for i in inputs["G"] + for i in 1:inputs["G"] if i in COMMIT_CCS_SS - startcapdischarge[i] = gen[i].existing_cap_mw_gasturbine + gen[i].existing_cap_mw_steamturbine + startcapdischarge[i] = existing_cap_mw_gasturbine(gen[i]) + existing_cap_mw_steamturbine(gen[i]) else - startcapdischarge[i] = gen[i].existing_cap_mw + startcapdischarge[i] = existing_cap_mw(gen[i]) end end From f26065be6ed358c5abba0791f08738c17efb9b3c Mon Sep 17 00:00:00 2001 From: ql0320 Date: Tue, 3 Dec 2024 19:27:19 -0500 Subject: [PATCH 06/25] fixed bugs in write_capacityfactor.jl --- Project.toml | 1 + .../11_three_zones_CCS_solvent_storage/Run.jl | 6 ++---- .../resources/CCS_Solvent_Storage_fiexcap.csv | 4 ++++ src/write_outputs/write_capacityfactor.jl | 11 +++++++++++ 4 files changed, 18 insertions(+), 4 deletions(-) create mode 100644 example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage_fiexcap.csv diff --git a/Project.toml b/Project.toml index 6fd0c044f2..7d462fbd50 100644 --- a/Project.toml +++ b/Project.toml @@ -11,6 +11,7 @@ DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" DataStructures = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8" Dates = "ade2ca70-3891-5945-98fb-dc099432e06a" Distances = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7" +Gurobi = "2e9cd046-0924-5485-92f1-d5272153d98b" HiGHS = "87dc4568-4c63-4d18-b0c0-bb2238e4078b" JuMP = "4076af6c-e467-56ae-b986-b466b2749572" LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" diff --git a/example_systems/11_three_zones_CCS_solvent_storage/Run.jl b/example_systems/11_three_zones_CCS_solvent_storage/Run.jl index 793ad469fb..b44ca23ec1 100644 --- a/example_systems/11_three_zones_CCS_solvent_storage/Run.jl +++ b/example_systems/11_three_zones_CCS_solvent_storage/Run.jl @@ -1,5 +1,3 @@ -using GenX, Gurobi +using GenX -optimizer = Gurobi.Optimizer - -run_genx_case!(dirname(@__FILE__),optimizer) +run_genx_case!(dirname(@__FILE__)) diff --git a/example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage_fiexcap.csv b/example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage_fiexcap.csv new file mode 100644 index 0000000000..de881d02e1 --- /dev/null +++ b/example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage_fiexcap.csv @@ -0,0 +1,4 @@ +Resource,Zone,cluster,New_Build,Can_Retire,Cap_Res,region,Existing_Cap_MW,Existing_Cap_MW_GasTurbine,Cap_Size_MW_GasTurbine,Inv_Cost_per_MWyr_GasTurbine,Fixed_OM_Cost_per_MWyr_GasTurbine,Var_OM_Cost_per_MWh_GasTurbine,Start_Cost_per_MW_GasTurbine,Start_Fuel_MMBTU_per_MW_GasTurbine,Fuel,HeatRate_MMBTU_per_MWh_GasTurbine,Min_Power_Percentage_GasTurbine,Ramp_Up_Percentage_GasTurbine,Ramp_Dn_Percentage_GasTurbine,Up_Time_GasTurbine,Down_Time_GasTurbine,Existing_Cap_MW_SteamTurbine,Cap_Size_MW_SteamTurbine,Inv_Cost_per_MWyr_SteamTurbine,Fixed_OM_Cost_per_MWyr_SteamTurbine,Var_OM_Cost_per_MWh_SteamTurbine,Start_Cost_per_MW_SteamTurbine,Start_Fuel_MMBTU_per_MW_SteamTurbine,Min_Power_Percentage_SteamTurbine,Ramp_Up_Percentage_SteamTurbine,Ramp_Dn_Percentage_SteamTurbine,Up_Time_SteamTurbine,Down_Time_SteamTurbine,HeatRate_MMBTU_per_MWh_SteamTurbine_High,HeatRate_MMBTU_per_MWh_SteamTurbine_Mid,HeatRate_MMBTU_per_MWh_SteamTurbine_Low,SteamRate_High_percentage,SteamRate_Mid_Percentage,SteamRate_Low_Percentage,Existing_Cap_Ton_Absorber,Cap_Size_Ton_Absorber,Inv_Cost_per_Tonyr_Absorber,Fixed_OM_Cost_per_Tonyr_Absorber,Var_OM_Cost_per_Ton_Absorber,Start_Cost_per_Ton_Absorber,Min_Power_Percentage_Absorber,Ramp_Up_Percentage_Absorber,Ramp_Dn_Percentage_Absorber,Up_Time_Absorber,Down_Time_Absorber,PowerUseRate_MWh_per_Ton_CO2_Absorber,Existing_Cap_MW_Compressor,Cap_Size_MW_Compressor,Inv_Cost_per_MWyr_Compressor,Fixed_OM_Cost_per_MWhyr_Compressor,Var_OM_Cost_per_MWh_Compressor,Start_Cost_per_MW_Compressor,Min_Power_Percentage_Compressor,Ramp_Up_Percentage_Compressor,Ramp_Dn_Percentage_Compressor,Up_Time_Compressor,Down_Time_Compressor,PowerUseRate_MWh_per_Ton_CO2_Compressor,Existing_Cap_Ton_Regenerator,Cap_Size_Ton_Regenerator,Inv_Cost_per_Tonyr_Regenerator,Fixed_OM_Cost_per_Tonyr_Regenerator,Var_OM_Cost_per_Ton_Regenerator,Start_Cost_per_Ton_Regenerator,Min_Power_Percentage_Regenerator,Ramp_Up_Percentage_Regenerator,Ramp_Dn_Percentage_Regenerator,Up_Time_Regenerator,Down_Time_Regenerator,SteamUseRate_MMBTU_per_Ton,Existing_Cap_Ton_SolventStorage_Rich,max_cap_ton_solventstorage_rich,Cap_Size_Ton_SolventStorage_Rich,Inv_Cost_per_Tonyr_SolventStorage_Rich,Fixed_OM_Cost_per_Tonyr_SolventStorage_Rich,Var_OM_Cost_per_Ton_SolventStorage_Rich,Start_Cost_per_Ton_SolventStorage_Rich,Min_Power_Percentage_SolventStorage_Rich,Ramp_Up_Percentage_SolventStorage_Rich,Ramp_Dn_Percentage_SolventStorage_Rich,Up_Time_SolventStorage_Rich,Down_Time_SolventStorage_Rich,Existing_Cap_Ton_SolventStorage_Lean,max_cap_ton_solventstorage_lean,Cap_Size_Ton_SolventStorage_Lean,Inv_Cost_per_Tonyr_SolventStorage_Lean,Fixed_OM_Cost_per_Tonyr_SolventStorage_Lean,Var_OM_Cost_per_Ton_SolventStorage_Lean,Start_Cost_per_Ton_SolventStorage_Lean,Min_Power_Percentage_SolventStorage_Lean,Ramp_Up_Percentage_SolventStorage_Lean,Ramp_Dn_Percentage_SolventStorage_Lean,Up_Time_SolventStorage_Lean,Down_Time_SolventStorage_Lean,CO2_Loading_Ton_per_Ton_Solvent,PowerUseRate_MWh_per_MMBTU_Fuel_Other,CO2_Capture_Fraction,CO2_Capture_Fraction_Startup,CCS_Disposal_Cost_per_Metric_Ton +MA_CCS_SolventStorage,1,0,0,0,0.95,MA,0,976.2935931,300,68954.7,22831,1.67,95,0,MA_NG,9.69,0.2,0.64,0.64,6,6,405.4662117,300,29552,9784.8,1.67,95,0,0.2,0.64,0.64,6,6,29.07,22.32,15.25,0.35,0.42,0.4,451.7672627,1,195400,0,11.2,14,0.2,0.64,0.64,6,6,0.048,34.75653793,1,353130,0,0,0,0,0.64,0.64,6,6,0.077,451.3653828,1,41940,0,0,14,0,0.64,0.64,6,6,3.5,1000,0,1,9999999999,0,0,0,0,1,1,6,6,1000,0,1,9999999999,0,0,0,0,1,1,6,6,0.141,0.003,0.9,0.9,23 +CT_CCS_SolventStorage,2,0,0,0,0.95,CT,0,1973.354483,300,68954.7,22831,1.67,95,0,CT_NG,9.69,0.2,0.64,0.64,6,6,819.4458962,300,29552,9784.8,1.67,95,0,0.2,0.64,0.64,6,6,29.07,22.32,15.25,0.35,0.42,0.4,913.1428183,1,195400,0,11.2,14,0.2,0.64,0.64,6,6,0.048,70.28559739,1,353130,0,0,0,0,0.64,0.64,6,6,0.077,912.7505307,1,41940,0,0,14,0,0.64,0.64,6,6,3.5,1000,0,1,9999999999,0,0,0,0,1,1,6,6,1000,0,1,9999999999,0,0,0,0,1,1,6,6,0.141,0.003,0.9,0.9,23 +ME_CCS_SolventStorage,3,0,0,0,0.95,ME,0,583.7718271,300,68954.7,22831,1.67,95,0,ME_NG,9.69,0.2,0.64,0.64,6,6,242.4968548,300,29552,9784.8,1.67,95,0,0.2,0.64,0.64,6,6,29.07,22.32,15.25,0.35,0.42,0.4,270.1342862,1,195400,0,11.2,14,0.2,0.64,0.64,6,6,0.048,20.77313207,1,353130,0,0,0,0,0.64,0.64,6,6,0.077,269.7459436,1,41940,0,0,14,0,0.64,0.64,6,6,3.5,1000,0,1,9999999999,0,0,0,0,1,1,6,6,1000,0,1,9999999999,0,0,0,0,1,1,6,6,0.141,0.003,0.9,0.9,23 \ No newline at end of file diff --git a/src/write_outputs/write_capacityfactor.jl b/src/write_outputs/write_capacityfactor.jl index edbae19f82..5af2387570 100644 --- a/src/write_outputs/write_capacityfactor.jl +++ b/src/write_outputs/write_capacityfactor.jl @@ -16,6 +16,7 @@ function write_capacityfactor(path::AbstractString, inputs::Dict, setup::Dict, E VRE_STOR = inputs["VRE_STOR"] ALLAM_CYCLE_LOX = inputs["ALLAM_CYCLE_LOX"] CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] + gasturbine, steamturbine = 1, 2 weight = inputs["omega"] df = DataFrame(Resource = inputs["RESOURCE_NAMES"], @@ -75,6 +76,16 @@ function write_capacityfactor(path::AbstractString, inputs::Dict, setup::Dict, E df.Capacity[ELECTROLYZER]) / sum(weight) end + # Capacity factor for CCS_SOLVENT_STORAGE is based on eTotalCap_CCS_SS instead of eTotalCap + if !isempty(CCS_SOLVENT_STORAGE) + for i in CCS_SOLVENT_STORAGE + df.Capacity[i] = value(EP[:eTotalCap_CCS_SS][i, gasturbine]) + value(EP[:eTotalCap_CCS_SS][i, steamturbine]) + # df.CapacityFactor[i] .= (df.AnnualSum[i] / df.Capacity[i]) / sum(weight) + end + df.CapacityFactor[CCS_SOLVENT_STORAGE] .= (df.AnnualSum[CCS_SOLVENT_STORAGE] ./ + df.Capacity[CCS_SOLVENT_STORAGE]) / + sum(weight) + end if !isempty(ALLAM_CYCLE_LOX) sco2turbine = 1 From 36273e95c6987857fe1d6b362e202e93946323cd Mon Sep 17 00:00:00 2001 From: ql0320 Date: Tue, 3 Dec 2024 19:31:36 -0500 Subject: [PATCH 07/25] Revert "fixed bugs in write_capacityfactor.jl" This reverts commit 4a15eb55866f09a3012108482712eaa7611eac49. --- Project.toml | 1 - .../11_three_zones_CCS_solvent_storage/Run.jl | 6 ++++-- .../resources/CCS_Solvent_Storage_fiexcap.csv | 4 ---- src/write_outputs/write_capacityfactor.jl | 11 ----------- 4 files changed, 4 insertions(+), 18 deletions(-) delete mode 100644 example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage_fiexcap.csv diff --git a/Project.toml b/Project.toml index 7d462fbd50..6fd0c044f2 100644 --- a/Project.toml +++ b/Project.toml @@ -11,7 +11,6 @@ DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" DataStructures = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8" Dates = "ade2ca70-3891-5945-98fb-dc099432e06a" Distances = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7" -Gurobi = "2e9cd046-0924-5485-92f1-d5272153d98b" HiGHS = "87dc4568-4c63-4d18-b0c0-bb2238e4078b" JuMP = "4076af6c-e467-56ae-b986-b466b2749572" LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" diff --git a/example_systems/11_three_zones_CCS_solvent_storage/Run.jl b/example_systems/11_three_zones_CCS_solvent_storage/Run.jl index b44ca23ec1..793ad469fb 100644 --- a/example_systems/11_three_zones_CCS_solvent_storage/Run.jl +++ b/example_systems/11_three_zones_CCS_solvent_storage/Run.jl @@ -1,3 +1,5 @@ -using GenX +using GenX, Gurobi -run_genx_case!(dirname(@__FILE__)) +optimizer = Gurobi.Optimizer + +run_genx_case!(dirname(@__FILE__),optimizer) diff --git a/example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage_fiexcap.csv b/example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage_fiexcap.csv deleted file mode 100644 index de881d02e1..0000000000 --- a/example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage_fiexcap.csv +++ /dev/null @@ -1,4 +0,0 @@ -Resource,Zone,cluster,New_Build,Can_Retire,Cap_Res,region,Existing_Cap_MW,Existing_Cap_MW_GasTurbine,Cap_Size_MW_GasTurbine,Inv_Cost_per_MWyr_GasTurbine,Fixed_OM_Cost_per_MWyr_GasTurbine,Var_OM_Cost_per_MWh_GasTurbine,Start_Cost_per_MW_GasTurbine,Start_Fuel_MMBTU_per_MW_GasTurbine,Fuel,HeatRate_MMBTU_per_MWh_GasTurbine,Min_Power_Percentage_GasTurbine,Ramp_Up_Percentage_GasTurbine,Ramp_Dn_Percentage_GasTurbine,Up_Time_GasTurbine,Down_Time_GasTurbine,Existing_Cap_MW_SteamTurbine,Cap_Size_MW_SteamTurbine,Inv_Cost_per_MWyr_SteamTurbine,Fixed_OM_Cost_per_MWyr_SteamTurbine,Var_OM_Cost_per_MWh_SteamTurbine,Start_Cost_per_MW_SteamTurbine,Start_Fuel_MMBTU_per_MW_SteamTurbine,Min_Power_Percentage_SteamTurbine,Ramp_Up_Percentage_SteamTurbine,Ramp_Dn_Percentage_SteamTurbine,Up_Time_SteamTurbine,Down_Time_SteamTurbine,HeatRate_MMBTU_per_MWh_SteamTurbine_High,HeatRate_MMBTU_per_MWh_SteamTurbine_Mid,HeatRate_MMBTU_per_MWh_SteamTurbine_Low,SteamRate_High_percentage,SteamRate_Mid_Percentage,SteamRate_Low_Percentage,Existing_Cap_Ton_Absorber,Cap_Size_Ton_Absorber,Inv_Cost_per_Tonyr_Absorber,Fixed_OM_Cost_per_Tonyr_Absorber,Var_OM_Cost_per_Ton_Absorber,Start_Cost_per_Ton_Absorber,Min_Power_Percentage_Absorber,Ramp_Up_Percentage_Absorber,Ramp_Dn_Percentage_Absorber,Up_Time_Absorber,Down_Time_Absorber,PowerUseRate_MWh_per_Ton_CO2_Absorber,Existing_Cap_MW_Compressor,Cap_Size_MW_Compressor,Inv_Cost_per_MWyr_Compressor,Fixed_OM_Cost_per_MWhyr_Compressor,Var_OM_Cost_per_MWh_Compressor,Start_Cost_per_MW_Compressor,Min_Power_Percentage_Compressor,Ramp_Up_Percentage_Compressor,Ramp_Dn_Percentage_Compressor,Up_Time_Compressor,Down_Time_Compressor,PowerUseRate_MWh_per_Ton_CO2_Compressor,Existing_Cap_Ton_Regenerator,Cap_Size_Ton_Regenerator,Inv_Cost_per_Tonyr_Regenerator,Fixed_OM_Cost_per_Tonyr_Regenerator,Var_OM_Cost_per_Ton_Regenerator,Start_Cost_per_Ton_Regenerator,Min_Power_Percentage_Regenerator,Ramp_Up_Percentage_Regenerator,Ramp_Dn_Percentage_Regenerator,Up_Time_Regenerator,Down_Time_Regenerator,SteamUseRate_MMBTU_per_Ton,Existing_Cap_Ton_SolventStorage_Rich,max_cap_ton_solventstorage_rich,Cap_Size_Ton_SolventStorage_Rich,Inv_Cost_per_Tonyr_SolventStorage_Rich,Fixed_OM_Cost_per_Tonyr_SolventStorage_Rich,Var_OM_Cost_per_Ton_SolventStorage_Rich,Start_Cost_per_Ton_SolventStorage_Rich,Min_Power_Percentage_SolventStorage_Rich,Ramp_Up_Percentage_SolventStorage_Rich,Ramp_Dn_Percentage_SolventStorage_Rich,Up_Time_SolventStorage_Rich,Down_Time_SolventStorage_Rich,Existing_Cap_Ton_SolventStorage_Lean,max_cap_ton_solventstorage_lean,Cap_Size_Ton_SolventStorage_Lean,Inv_Cost_per_Tonyr_SolventStorage_Lean,Fixed_OM_Cost_per_Tonyr_SolventStorage_Lean,Var_OM_Cost_per_Ton_SolventStorage_Lean,Start_Cost_per_Ton_SolventStorage_Lean,Min_Power_Percentage_SolventStorage_Lean,Ramp_Up_Percentage_SolventStorage_Lean,Ramp_Dn_Percentage_SolventStorage_Lean,Up_Time_SolventStorage_Lean,Down_Time_SolventStorage_Lean,CO2_Loading_Ton_per_Ton_Solvent,PowerUseRate_MWh_per_MMBTU_Fuel_Other,CO2_Capture_Fraction,CO2_Capture_Fraction_Startup,CCS_Disposal_Cost_per_Metric_Ton -MA_CCS_SolventStorage,1,0,0,0,0.95,MA,0,976.2935931,300,68954.7,22831,1.67,95,0,MA_NG,9.69,0.2,0.64,0.64,6,6,405.4662117,300,29552,9784.8,1.67,95,0,0.2,0.64,0.64,6,6,29.07,22.32,15.25,0.35,0.42,0.4,451.7672627,1,195400,0,11.2,14,0.2,0.64,0.64,6,6,0.048,34.75653793,1,353130,0,0,0,0,0.64,0.64,6,6,0.077,451.3653828,1,41940,0,0,14,0,0.64,0.64,6,6,3.5,1000,0,1,9999999999,0,0,0,0,1,1,6,6,1000,0,1,9999999999,0,0,0,0,1,1,6,6,0.141,0.003,0.9,0.9,23 -CT_CCS_SolventStorage,2,0,0,0,0.95,CT,0,1973.354483,300,68954.7,22831,1.67,95,0,CT_NG,9.69,0.2,0.64,0.64,6,6,819.4458962,300,29552,9784.8,1.67,95,0,0.2,0.64,0.64,6,6,29.07,22.32,15.25,0.35,0.42,0.4,913.1428183,1,195400,0,11.2,14,0.2,0.64,0.64,6,6,0.048,70.28559739,1,353130,0,0,0,0,0.64,0.64,6,6,0.077,912.7505307,1,41940,0,0,14,0,0.64,0.64,6,6,3.5,1000,0,1,9999999999,0,0,0,0,1,1,6,6,1000,0,1,9999999999,0,0,0,0,1,1,6,6,0.141,0.003,0.9,0.9,23 -ME_CCS_SolventStorage,3,0,0,0,0.95,ME,0,583.7718271,300,68954.7,22831,1.67,95,0,ME_NG,9.69,0.2,0.64,0.64,6,6,242.4968548,300,29552,9784.8,1.67,95,0,0.2,0.64,0.64,6,6,29.07,22.32,15.25,0.35,0.42,0.4,270.1342862,1,195400,0,11.2,14,0.2,0.64,0.64,6,6,0.048,20.77313207,1,353130,0,0,0,0,0.64,0.64,6,6,0.077,269.7459436,1,41940,0,0,14,0,0.64,0.64,6,6,3.5,1000,0,1,9999999999,0,0,0,0,1,1,6,6,1000,0,1,9999999999,0,0,0,0,1,1,6,6,0.141,0.003,0.9,0.9,23 \ No newline at end of file diff --git a/src/write_outputs/write_capacityfactor.jl b/src/write_outputs/write_capacityfactor.jl index 5af2387570..edbae19f82 100644 --- a/src/write_outputs/write_capacityfactor.jl +++ b/src/write_outputs/write_capacityfactor.jl @@ -16,7 +16,6 @@ function write_capacityfactor(path::AbstractString, inputs::Dict, setup::Dict, E VRE_STOR = inputs["VRE_STOR"] ALLAM_CYCLE_LOX = inputs["ALLAM_CYCLE_LOX"] CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] - gasturbine, steamturbine = 1, 2 weight = inputs["omega"] df = DataFrame(Resource = inputs["RESOURCE_NAMES"], @@ -76,16 +75,6 @@ function write_capacityfactor(path::AbstractString, inputs::Dict, setup::Dict, E df.Capacity[ELECTROLYZER]) / sum(weight) end - # Capacity factor for CCS_SOLVENT_STORAGE is based on eTotalCap_CCS_SS instead of eTotalCap - if !isempty(CCS_SOLVENT_STORAGE) - for i in CCS_SOLVENT_STORAGE - df.Capacity[i] = value(EP[:eTotalCap_CCS_SS][i, gasturbine]) + value(EP[:eTotalCap_CCS_SS][i, steamturbine]) - # df.CapacityFactor[i] .= (df.AnnualSum[i] / df.Capacity[i]) / sum(weight) - end - df.CapacityFactor[CCS_SOLVENT_STORAGE] .= (df.AnnualSum[CCS_SOLVENT_STORAGE] ./ - df.Capacity[CCS_SOLVENT_STORAGE]) / - sum(weight) - end if !isempty(ALLAM_CYCLE_LOX) sco2turbine = 1 From e510500d98b21f8b52b49fea87f4b413baa8ebab Mon Sep 17 00:00:00 2001 From: ql0320 Date: Wed, 4 Dec 2024 09:19:57 -0500 Subject: [PATCH 08/25] Force CCS_SS capture rate --- .../resources/CCS_Solvent_Storage.csv | 8 ++++---- .../resources/flexible_ccs/ccs_solvent_storage.jl | 9 +++++++-- src/model/resources/resources.jl | 6 ++++++ src/write_outputs/write_capacityfactor.jl | 12 ++++++++++++ 4 files changed, 29 insertions(+), 6 deletions(-) diff --git a/example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage.csv b/example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage.csv index 76f3d2735a..7f844803a8 100644 --- a/example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage.csv +++ b/example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage.csv @@ -1,4 +1,4 @@ -Resource,Zone,cluster,New_Build,Can_Retire,Cap_Res,region,Start_Fuel_MMBTU_per_MW,HeatRate_MMBTU_per_MWh,Existing_Cap_MW,Existing_Cap_MW_GasTurbine,Cap_Size_MW_GasTurbine,Max_Cap_MW_Gasturbine,Inv_Cost_per_MWyr_GasTurbine,Fixed_OM_Cost_per_MWyr_GasTurbine,Var_OM_Cost_per_MWh_GasTurbine,Start_Cost_per_MW_GasTurbine,Fuel,Min_Power_Percentage_GasTurbine,Ramp_Up_Percentage_GasTurbine,Ramp_Dn_Percentage_GasTurbine,Up_Time_GasTurbine,Down_Time_GasTurbine,Existing_Cap_MW_SteamTurbine,Cap_Size_MW_SteamTurbine,Inv_Cost_per_MWyr_SteamTurbine,Fixed_OM_Cost_per_MWyr_SteamTurbine,Var_OM_Cost_per_MWh_SteamTurbine,Start_Cost_per_MW_SteamTurbine,Min_Power_Percentage_SteamTurbine,Ramp_Up_Percentage_SteamTurbine,Ramp_Dn_Percentage_SteamTurbine,Up_Time_SteamTurbine,Down_Time_SteamTurbine,HeatRate_MMBTU_per_MWh_SteamTurbine_High,HeatRate_MMBTU_per_MWh_SteamTurbine_Mid,HeatRate_MMBTU_per_MWh_SteamTurbine_Low,SteamRate_High_percentage,SteamRate_Mid_Percentage,SteamRate_Low_Percentage,Existing_Cap_Ton_Absorber,Cap_Size_Ton_Absorber,Inv_Cost_per_Tonyr_Absorber,Fixed_OM_Cost_per_Tonyr_Absorber,Var_OM_Cost_per_Ton_Absorber,Start_Cost_per_Ton_Absorber,Min_Power_Percentage_Absorber,Ramp_Up_Percentage_Absorber,Ramp_Dn_Percentage_Absorber,Up_Time_Absorber,Down_Time_Absorber,PowerUseRate_MWh_per_Ton_CO2_Absorber,Existing_Cap_MW_Compressor,Cap_Size_MW_Compressor,Inv_Cost_per_MWyr_Compressor,Fixed_OM_Cost_per_MWhyr_Compressor,Var_OM_Cost_per_MWh_Compressor,Start_Cost_per_MW_Compressor,Min_Power_Percentage_Compressor,Ramp_Up_Percentage_Compressor,Ramp_Dn_Percentage_Compressor,Up_Time_Compressor,Down_Time_Compressor,PowerUseRate_MWh_per_Ton_CO2_Compressor,Existing_Cap_Ton_Regenerator,Cap_Size_Ton_Regenerator,Inv_Cost_per_Tonyr_Regenerator,Fixed_OM_Cost_per_Tonyr_Regenerator,Var_OM_Cost_per_Ton_Regenerator,Start_Cost_per_Ton_Regenerator,Min_Power_Percentage_Regenerator,Ramp_Up_Percentage_Regenerator,Ramp_Dn_Percentage_Regenerator,Up_Time_Regenerator,Down_Time_Regenerator,SteamUseRate_MMBTU_per_Ton,Existing_Cap_Ton_SolventStorage_Rich,max_cap_ton_solventstorage_rich,Cap_Size_Ton_SolventStorage_Rich,Inv_Cost_per_Tonyr_SolventStorage_Rich,Fixed_OM_Cost_per_Tonyr_SolventStorage_Rich,Var_OM_Cost_per_Ton_SolventStorage_Rich,Start_Cost_per_Ton_SolventStorage_Rich,Min_Power_Percentage_SolventStorage_Rich,Ramp_Up_Percentage_SolventStorage_Rich,Ramp_Dn_Percentage_SolventStorage_Rich,Up_Time_SolventStorage_Rich,Down_Time_SolventStorage_Rich,Existing_Cap_Ton_SolventStorage_Lean,max_cap_ton_solventstorage_lean,Cap_Size_Ton_SolventStorage_Lean,Inv_Cost_per_Tonyr_SolventStorage_Lean,Fixed_OM_Cost_per_Tonyr_SolventStorage_Lean,Var_OM_Cost_per_Ton_SolventStorage_Lean,Start_Cost_per_Ton_SolventStorage_Lean,Min_Power_Percentage_SolventStorage_Lean,Ramp_Up_Percentage_SolventStorage_Lean,Ramp_Dn_Percentage_SolventStorage_Lean,Up_Time_SolventStorage_Lean,Down_Time_SolventStorage_Lean,CO2_Loading_Ton_per_Ton_Solvent,PowerUseRate_MWh_per_MMBTU_Fuel_Other,CO2_Capture_Fraction,CO2_Capture_Fraction_Startup,CCS_Disposal_Cost_per_Metric_Ton -MA_CCS_SolventStorage,1,0,1,0,0.95,MA,0,9.69,0,0,300,-1,68954.7,22831,1.67,95,MA_NG,0.2,0.64,0.64,6,6,0,300,29552,9784.8,1.67,95,0.2,0.64,0.64,6,6,29.07,22.32,15.25,0.35,0.42,0.4,0,1,195400,0,11.2,14,0.2,0.64,0.64,6,6,0.048,0,1,353130,0,0,0,0,0.64,0.64,6,6,0.077,0,1,41940,0,0,14,0,0.64,0.64,6,6,3.5,50,0,1,9999999999,0,0,0,0,1,1,6,6,50,0,1,9999999999,0,0,0,0,1,1,6,6,0.141,0.003,0.9,0.9,-22 -CT_CCS_SolventStorage,2,0,1,0,0.95,CT,0,9.69,0,0,300,-1,68954.7,22831,1.67,95,CT_NG,0.2,0.64,0.64,6,6,0,300,29552,9784.8,1.67,95,0.2,0.64,0.64,6,6,29.07,22.32,15.25,0.35,0.42,0.4,0,1,195400,0,11.2,14,0.2,0.64,0.64,6,6,0.048,0,1,353130,0,0,0,0,0.64,0.64,6,6,0.077,0,1,41940,0,0,14,0,0.64,0.64,6,6,3.5,50,0,1,9999999999,0,0,0,0,1,1,6,6,50,0,1,9999999999,0,0,0,0,1,1,6,6,0.141,0.003,0.9,0.9,-22 -ME_CCS_SolventStorage,3,0,1,0,0.95,ME,0,9.69,0,0,300,-1,68954.7,22831,1.67,95,ME_NG,0.2,0.64,0.64,6,6,0,300,29552,9784.8,1.67,95,0.2,0.64,0.64,6,6,29.07,22.32,15.25,0.35,0.42,0.4,0,1,195400,0,11.2,14,0.2,0.64,0.64,6,6,0.048,0,1,353130,0,0,0,0,0.64,0.64,6,6,0.077,0,1,41940,0,0,14,0,0.64,0.64,6,6,3.5,50,0,1,9999999999,0,0,0,0,1,1,6,6,50,0,1,9999999999,0,0,0,0,1,1,6,6,0.141,0.003,0.9,0.9,-22 \ No newline at end of file +Resource,Zone,cluster,New_Build,Can_Retire,Cap_Res,region,Start_Fuel_MMBTU_per_MW,HeatRate_MMBTU_per_MWh,Existing_Cap_MW,Existing_Cap_MW_GasTurbine,Cap_Size_MW_GasTurbine,Max_Cap_MW_Gasturbine,Inv_Cost_per_MWyr_GasTurbine,Fixed_OM_Cost_per_MWyr_GasTurbine,Var_OM_Cost_per_MWh_GasTurbine,Start_Cost_per_MW_GasTurbine,Fuel,Min_Power_Percentage_GasTurbine,Ramp_Up_Percentage_GasTurbine,Ramp_Dn_Percentage_GasTurbine,Up_Time_GasTurbine,Down_Time_GasTurbine,Existing_Cap_MW_SteamTurbine,Cap_Size_MW_SteamTurbine,Inv_Cost_per_MWyr_SteamTurbine,Fixed_OM_Cost_per_MWyr_SteamTurbine,Var_OM_Cost_per_MWh_SteamTurbine,Start_Cost_per_MW_SteamTurbine,Min_Power_Percentage_SteamTurbine,Ramp_Up_Percentage_SteamTurbine,Ramp_Dn_Percentage_SteamTurbine,Up_Time_SteamTurbine,Down_Time_SteamTurbine,HeatRate_MMBTU_per_MWh_SteamTurbine_High,HeatRate_MMBTU_per_MWh_SteamTurbine_Mid,HeatRate_MMBTU_per_MWh_SteamTurbine_Low,SteamRate_High_percentage,SteamRate_Mid_Percentage,SteamRate_Low_Percentage,Existing_Cap_Ton_Absorber,Cap_Size_Ton_Absorber,Inv_Cost_per_Tonyr_Absorber,Fixed_OM_Cost_per_Tonyr_Absorber,Var_OM_Cost_per_Ton_Absorber,Start_Cost_per_Ton_Absorber,Min_Power_Percentage_Absorber,Ramp_Up_Percentage_Absorber,Ramp_Dn_Percentage_Absorber,Up_Time_Absorber,Down_Time_Absorber,PowerUseRate_MWh_per_Ton_CO2_Absorber,Existing_Cap_MW_Compressor,Cap_Size_MW_Compressor,Inv_Cost_per_MWyr_Compressor,Fixed_OM_Cost_per_MWhyr_Compressor,Var_OM_Cost_per_MWh_Compressor,Start_Cost_per_MW_Compressor,Min_Power_Percentage_Compressor,Ramp_Up_Percentage_Compressor,Ramp_Dn_Percentage_Compressor,Up_Time_Compressor,Down_Time_Compressor,PowerUseRate_MWh_per_Ton_CO2_Compressor,Existing_Cap_Ton_Regenerator,Cap_Size_Ton_Regenerator,Inv_Cost_per_Tonyr_Regenerator,Fixed_OM_Cost_per_Tonyr_Regenerator,Var_OM_Cost_per_Ton_Regenerator,Start_Cost_per_Ton_Regenerator,Min_Power_Percentage_Regenerator,Ramp_Up_Percentage_Regenerator,Ramp_Dn_Percentage_Regenerator,Up_Time_Regenerator,Down_Time_Regenerator,SteamUseRate_MMBTU_per_Ton,Existing_Cap_Ton_SolventStorage_Rich,max_cap_ton_solventstorage_rich,Cap_Size_Ton_SolventStorage_Rich,Inv_Cost_per_Tonyr_SolventStorage_Rich,Fixed_OM_Cost_per_Tonyr_SolventStorage_Rich,Var_OM_Cost_per_Ton_SolventStorage_Rich,Start_Cost_per_Ton_SolventStorage_Rich,Min_Power_Percentage_SolventStorage_Rich,Ramp_Up_Percentage_SolventStorage_Rich,Ramp_Dn_Percentage_SolventStorage_Rich,Up_Time_SolventStorage_Rich,Down_Time_SolventStorage_Rich,Existing_Cap_Ton_SolventStorage_Lean,max_cap_ton_solventstorage_lean,Cap_Size_Ton_SolventStorage_Lean,Inv_Cost_per_Tonyr_SolventStorage_Lean,Fixed_OM_Cost_per_Tonyr_SolventStorage_Lean,Var_OM_Cost_per_Ton_SolventStorage_Lean,Start_Cost_per_Ton_SolventStorage_Lean,Min_Power_Percentage_SolventStorage_Lean,Ramp_Up_Percentage_SolventStorage_Lean,Ramp_Dn_Percentage_SolventStorage_Lean,Up_Time_SolventStorage_Lean,Down_Time_SolventStorage_Lean,CO2_Loading_Ton_per_Ton_Solvent,PowerUseRate_MWh_per_MMBTU_Fuel_Other,CO2_Capture_Fraction,CO2_Capture_Fraction_Startup_Max,CO2_Capture_Fraction_Max,CCS_Disposal_Cost_per_Metric_Ton +MA_CCS_SolventStorage,1,0,1,0,0.95,MA,0,9.69,0,0,300,-1,68954.7,22831,1.67,95,MA_NG,0.2,0.64,0.64,6,6,0,300,29552,9784.8,1.67,95,0.2,0.64,0.64,6,6,29.07,22.32,15.25,0.35,0.42,0.4,0,1,195400,0,11.2,14,0.2,0.64,0.64,6,6,0.048,0,1,353130,0,0,0,0,0.64,0.64,6,6,0.077,0,1,41940,0,0,14,0,0.64,0.64,6,6,3.5,50,0,1,9999999999,0,0,0,0,1,1,6,6,50,0,1,9999999999,0,0,0,0,1,1,6,6,0.141,0.003,0.9,0.95,0.95,-22 +CT_CCS_SolventStorage,2,0,1,0,0.95,CT,0,9.69,0,0,300,-1,68954.7,22831,1.67,95,CT_NG,0.2,0.64,0.64,6,6,0,300,29552,9784.8,1.67,95,0.2,0.64,0.64,6,6,29.07,22.32,15.25,0.35,0.42,0.4,0,1,195400,0,11.2,14,0.2,0.64,0.64,6,6,0.048,0,1,353130,0,0,0,0,0.64,0.64,6,6,0.077,0,1,41940,0,0,14,0,0.64,0.64,6,6,3.5,50,0,1,9999999999,0,0,0,0,1,1,6,6,50,0,1,9999999999,0,0,0,0,1,1,6,6,0.141,0.003,0.9,0.95,0.95,-22 +ME_CCS_SolventStorage,3,0,1,0,0.95,ME,0,9.69,0,0,300,-1,68954.7,22831,1.67,95,ME_NG,0.2,0.64,0.64,6,6,0,300,29552,9784.8,1.67,95,0.2,0.64,0.64,6,6,29.07,22.32,15.25,0.35,0.42,0.4,0,1,195400,0,11.2,14,0.2,0.64,0.64,6,6,0.048,0,1,353130,0,0,0,0,0.64,0.64,6,6,0.077,0,1,41940,0,0,14,0,0.64,0.64,6,6,3.5,50,0,1,9999999999,0,0,0,0,1,1,6,6,50,0,1,9999999999,0,0,0,0,1,1,6,6,0.141,0.003,0.9,0.95,0.95,-22 \ No newline at end of file diff --git a/src/model/resources/flexible_ccs/ccs_solvent_storage.jl b/src/model/resources/flexible_ccs/ccs_solvent_storage.jl index 75cb01622c..47ad1b09d1 100644 --- a/src/model/resources/flexible_ccs/ccs_solvent_storage.jl +++ b/src/model/resources/flexible_ccs/ccs_solvent_storage.jl @@ -228,8 +228,8 @@ function ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) EP[:vStartFuel][y, t] * inputs["fuel_CO2"][fuel(gen[y])]) # 2.2 CO2 captured by absorbers (ton) @constraint(EP, cEmissionsCaptured_absorber[y in CCS_SOLVENT_STORAGE, t = 1:T], - EP[:vOutput_CCS_SS][y, absorber, t] <= EP[:eEmissionsByPlant_gasturbine][y, t] * gen[y].co2_capture_fraction + - EP[:eEmissionsByPlant_Start_gasturbine][y, t] * gen[y].co2_capture_fraction_startup) + EP[:vOutput_CCS_SS][y, absorber, t] <= EP[:eEmissionsByPlant_gasturbine][y, t] * gen[y].co2_capture_fraction_max + + EP[:eEmissionsByPlant_Start_gasturbine][y, t] * gen[y].co2_capture_fraction_startup_max) # 2.3 CO2 released to the atmosphere (ton) @expression(EP, eEmissionsByPlant_CCS_SS[y in CCS_SOLVENT_STORAGE, t = 1:T], EP[:eEmissionsByPlant_gasturbine][y, t] + EP[:eEmissionsByPlant_Start_gasturbine][y, t] - EP[:vOutput_CCS_SS][y, absorber, t]) @@ -256,6 +256,11 @@ function ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) EP[:vOutput_CCS_SS][y, regenerator, t] == EP[:vOutput_CCS_SS][y, absorber, t]) end + # total captured emissions = capture fraction * total emissions + @constraint(EP, cCapturedEmissionsTotal[y in CCS_SOLVENT_STORAGE], + sum(omega[t] * EP[:vOutput_CCS_SS][y, regenerator, t] for t in 1:T) == + gen[y].co2_capture_fraction * sum(omega[t] * EP[:eEmissionsByPlant_gasturbine][y,t] + omega[t] * EP[:eEmissionsByPlant_Start_gasturbine][y,t] for t in 1:T)) + # 3. Flow of steam # 3.1 Generated by the steam turbine @expression(EP, eSteam_high[y in CCS_SOLVENT_STORAGE, t = 1:T], diff --git a/src/model/resources/resources.jl b/src/model/resources/resources.jl index 8396a1b1fe..7db631e544 100644 --- a/src/model/resources/resources.jl +++ b/src/model/resources/resources.jl @@ -685,6 +685,12 @@ function heat_rate_mmbtu_per_mwh(r::AbstractResource) get(r, :heat_rate_mmbtu_per_mwh, default_zero) end co2_capture_fraction(r::AbstractResource) = get(r, :co2_capture_fraction, default_zero) +function co2_capture_fraction_max(r::AbstractResource) + get(r, :co2_capture_fraction_max, default_zero) +end +function co2_capture_fraction_startup_max(r::AbstractResource) + get(r, :co2_capture_fraction_startup_max, default_zero) +end function co2_capture_fraction_startup(r::AbstractResource) get(r, :co2_capture_fraction_startup, default_zero) end diff --git a/src/write_outputs/write_capacityfactor.jl b/src/write_outputs/write_capacityfactor.jl index edbae19f82..2feebaaa3d 100644 --- a/src/write_outputs/write_capacityfactor.jl +++ b/src/write_outputs/write_capacityfactor.jl @@ -16,6 +16,7 @@ function write_capacityfactor(path::AbstractString, inputs::Dict, setup::Dict, E VRE_STOR = inputs["VRE_STOR"] ALLAM_CYCLE_LOX = inputs["ALLAM_CYCLE_LOX"] CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] + gasturbine, steamturbine = 1, 2 weight = inputs["omega"] df = DataFrame(Resource = inputs["RESOURCE_NAMES"], @@ -90,6 +91,17 @@ function write_capacityfactor(path::AbstractString, inputs::Dict, setup::Dict, E @info "For the full power output, please refer to the output_allam_cycle_lox.csv file." end + # Capacity factor for CCS_SOLVENT_STORAGE is based on eTotalCap_CCS_SS instead of eTotalCap + if !isempty(CCS_SOLVENT_STORAGE) + for i in CCS_SOLVENT_STORAGE + df.Capacity[i] = value(EP[:eTotalCap_CCS_SS][i, gasturbine]) + value(EP[:eTotalCap_CCS_SS][i, steamturbine]) + end + df.CapacityFactor[CCS_SOLVENT_STORAGE] .= (df.AnnualSum[CCS_SOLVENT_STORAGE] ./ + df.Capacity[CCS_SOLVENT_STORAGE]) / + sum(weight) + end + + CSV.write(joinpath(path, "capacityfactor.csv"), df) return nothing end From 0f84dcdee7a288f8d673001663a955e730c47477 Mon Sep 17 00:00:00 2001 From: ql0320 Date: Mon, 3 Feb 2025 15:46:28 -0500 Subject: [PATCH 09/25] convert vStartFuel back to eStartFuel in co2&fuel --- src/model/core/co2.jl | 8 ++++---- src/model/core/fuel.jl | 24 ++++++++++++------------ 2 files changed, 16 insertions(+), 16 deletions(-) diff --git a/src/model/core/co2.jl b/src/model/core/co2.jl index 5fcd4e8485..f71c9eebce 100644 --- a/src/model/core/co2.jl +++ b/src/model/core/co2.jl @@ -28,7 +28,7 @@ the CO2 capture fraction, and whether the generator uses biomass. ```math \begin{aligned} -eEmissionsByPlant_{g,t} = (1-Biomass_y- CO2\_Capture\_Fraction_y) * vFuel_{y,t} * CO2_{content} + (1-Biomass_y- CO2\_Capture\_Fraction\_Startup_y) * vStartFuel_{y,t} * CO2_{content} +eEmissionsByPlant_{g,t} = (1-Biomass_y- CO2\_Capture\_Fraction_y) * vFuel_{y,t} * CO2_{content} + (1-Biomass_y- CO2\_Capture\_Fraction\_Startup_y) * eStartFuel_{y,t} * CO2_{content} \hspace{1cm} \forall y \in G, \forall t \in T, Biomass_y \in {{0,1}} \end{aligned} ``` @@ -44,7 +44,7 @@ times CO2 capture rate. ```math \begin{aligned} -eEmissionsCaptureByPlant_{g,t} = CO2\_Capture\_Fraction_y * vFuel_{y,t} * CO2_{content} + CO2\_Capture\_Fraction\_Startup_y * vStartFuel_{y,t} * CO2_{content} +eEmissionsCaptureByPlant_{g,t} = CO2\_Capture\_Fraction_y * vFuel_{y,t} * CO2_{content} + CO2\_Capture\_Fraction\_Startup_y * eStartFuel_{y,t} * CO2_{content} \hspace{1cm} \forall y \in G, \forall t \in T \end{aligned} ``` @@ -94,7 +94,7 @@ function co2!(EP::Model, inputs::Dict) (1 - biomass(gen[y]) - co2_capture_fraction(gen[y])) * EP[:vFuel][y, t] * fuel_CO2[fuel(gen[y])] + (1 - biomass(gen[y]) - co2_capture_fraction_startup(gen[y])) * - EP[:vStartFuel][y, t] * fuel_CO2[fuel(gen[y])] + EP[:eStartFuel][y, t] * fuel_CO2[fuel(gen[y])] end else if y in CCS_SOLVENT_STORAGE @@ -117,7 +117,7 @@ function co2!(EP::Model, inputs::Dict) EP[:vOutput_CCS_SS][y, regenerator, t] else co2_capture_fraction(gen[y]) * EP[:vFuel][y, t] * fuel_CO2[fuel(gen[y])] + - co2_capture_fraction_startup(gen[y]) * EP[:vStartFuel][y, t] * + co2_capture_fraction_startup(gen[y]) * EP[:eStartFuel][y, t] * fuel_CO2[fuel(gen[y])] end else diff --git a/src/model/core/fuel.jl b/src/model/core/fuel.jl index d45a7bffca..51dfa6d60e 100644 --- a/src/model/core/fuel.jl +++ b/src/model/core/fuel.jl @@ -19,8 +19,8 @@ the fact that most generators have a decreasing heat rate as a function of load. The fuel consumption for power generation $vFuel_{y,t}$ is determined by power generation ($vP_{y,t}$) mutiplied by the corresponding heat rate ($Heat\_Rate_y$). The fuel costs for power generation and start fuel for a plant $y$ at time $t$, -denoted by $vCFuelOut_{y,t}$ and $eFuelStart$, are determined by fuel consumption ($vFuel_{y,t}$ -and $cStartFuel$) multiplied by the fuel costs (\$/MMBTU) +denoted by $eCFuelOut_{y,t}$ and $eFuelStart$, are determined by fuel consumption ($vFuel_{y,t}$ +and $eStartFuel$) multiplied by the fuel costs (\$/MMBTU) (2). Piecewise-linear approximation With this formulation, the heat rate of generators becomes a function of load. In reality this relationship takes a nonlinear form, but we model it @@ -135,15 +135,15 @@ function fuel!(EP::Model, inputs::Dict, setup::Dict) end ### Expressions #### - # # Fuel consumed on start-up (MMBTU or kMMBTU (scaled)) - # # if unit commitment is modelled - # @expression(EP, eStartFuel[y in 1:G, t = 1:T], - # if y in THERM_COMMIT - # (cap_size(gen[y]) * EP[:vSTART][y, t] * - # start_fuel_mmbtu_per_mw(gen[y])) - # else - # 0 - # end) + # Fuel consumed on start-up (MMBTU or kMMBTU (scaled)) + # if unit commitment is modelled + @expression(EP, eStartFuel[y in 1:G, t = 1:T], + if y in THERM_COMMIT + (cap_size(gen[y]) * EP[:vSTART][y, t] * + start_fuel_mmbtu_per_mw(gen[y])) + else + 0 + end) # time-series fuel consumption by plant @expression(EP, ePlantFuel_generation[y in 1:G, t = 1:T], @@ -173,7 +173,7 @@ function fuel!(EP::Model, inputs::Dict, setup::Dict) i]+EP[:ePlantFuelConsumptionYear_multi_start][y, i]) end # fuel_cost is in $/MMBTU (M$/billion BTU if scaled) - # vFuel and vStartFuel is MMBTU (or billion BTU if scaled) + # vFuel and eStartFuel is MMBTU (or billion BTU if scaled) # eCFuel_start or eCFuel_out is $ or Million$ # Start up fuel cost From b2eb02d2e15f1a28ade564b64fbb4e23378fb7a4 Mon Sep 17 00:00:00 2001 From: ql0320 Date: Mon, 3 Feb 2025 15:48:32 -0500 Subject: [PATCH 10/25] lower case for CCS_solvent_storage.csv --- src/load_inputs/load_resources_data.jl | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/load_inputs/load_resources_data.jl b/src/load_inputs/load_resources_data.jl index 2950ca236f..5b3d861f9e 100644 --- a/src/load_inputs/load_resources_data.jl +++ b/src/load_inputs/load_resources_data.jl @@ -17,7 +17,7 @@ function _get_resource_info() electrolyzer = (filename = "Electrolyzer.csv", type = Electrolyzer), vre_stor = (filename = "Vre_stor.csv", type = VreStorage), allam_cycle_lox = (filename = "Allam_Cycle_LOX.csv", type = AllamCycleLOX), - ccs_solvent_storage = (filename = "CCS_Solvent_Storage.csv", type = CCSSolventStorage)) + ccs_solvent_storage = (filename = "CCS_solvent_storage.csv", type = CCSSolventStorage)) return resource_info end @@ -1610,7 +1610,7 @@ function add_resources_to_input_data!(inputs::Dict, min_cap_ton_solventstorage_lean(gen[y]) end - + inputs["solvent_storage_dict"] = solvent_storage_dict # Names of resources From 8fe9dd746acb5180e58a39207c1b2550ae15fade Mon Sep 17 00:00:00 2001 From: ql0320 Date: Mon, 3 Feb 2025 16:24:36 -0500 Subject: [PATCH 11/25] modify write capacity and cf --- src/write_outputs/write_capacity.jl | 43 +++++++++---------- src/write_outputs/write_capacityfactor.jl | 5 +++ .../write_ccs_solvent_storage.jl | 4 +- 3 files changed, 28 insertions(+), 24 deletions(-) diff --git a/src/write_outputs/write_capacity.jl b/src/write_outputs/write_capacity.jl index 1b35d6d0c0..b943b9bbe5 100755 --- a/src/write_outputs/write_capacity.jl +++ b/src/write_outputs/write_capacity.jl @@ -11,9 +11,9 @@ function write_capacity(path::AbstractString, inputs::Dict, setup::Dict, EP::Mod sco2turbine = 1 ALLAM_CYCLE_LOX = inputs["ALLAM_CYCLE_LOX"] COMMIT_Allam = setup["UCommit"] > 0 ? ALLAM_CYCLE_LOX : Int[] # If UCommit is 1, then ALL Allam Cycle LOX resources are committed - CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] gasturbine, steamturbine = 1, 2 - COMMIT_CCS_SS = setup["UCommit"] > 0 ? CCS_SOLVENT_STORAGE : Int[] + CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] + COMMIT_CCS_SS = setup["UCommit"] > 0 ? CCS_SOLVENT_STORAGE : Int[] # If UCommit is 1, then ALL CCS with solvent storage resources are committed # Capacity decisions capdischarge = zeros(size(inputs["RESOURCE_NAMES"])) @@ -26,6 +26,8 @@ function write_capacity(path::AbstractString, inputs::Dict, setup::Dict, EP::Mod capdischarge[i] = value(EP[:vCAP_AllamCycleLOX][i, sco2turbine]) elseif i in COMMIT_CCS_SS capdischarge[i] = value(EP[:vCAP_CCS_SS][i, gasturbine]) * inputs["solvent_storage_dict"][i,"cap_size"][gasturbine] + value(EP[:vCAP_CCS_SS][i, steamturbine]) * inputs["solvent_storage_dict"][i,"cap_size"][steamturbine] + elseif i in CCS_SOLVENT_STORAGE + capdischarge[i] = value(EP[:vCAP_CCS_SS][i, gasturbine]) + value(EP[:vCAP_CCS_SS][i, steamturbine]) else capdischarge[i] = value(EP[:vCAP][i]) end @@ -41,6 +43,8 @@ function write_capacity(path::AbstractString, inputs::Dict, setup::Dict, EP::Mod retcapdischarge[i] = value(EP[:vRETCAP_AllamCycleLOX][i, sco2turbine]) elseif i in COMMIT_CCS_SS retcapdischarge[i] = value(EP[:vRETCAP_CCS_SS][i, gasturbine]) * inputs["solvent_storage_dict"][i,"cap_size"][gasturbine] + value(EP[:vRETCAP_CCS_SS][i, steamturbine]) * inputs["solvent_storage_dict"][i,"cap_size"][steamturbine] + elseif i in CCS_SOLVENT_STORAGE + retcapdischarge[i] = value(EP[:vRETCAP_CCS_SS][i, gasturbine]) + value(EP[:vRETCAP_CCS_SS][i, steamturbine]) else retcapdischarge[i] = first(value.(EP[:vRETCAP][i])) end @@ -55,24 +59,6 @@ function write_capacity(path::AbstractString, inputs::Dict, setup::Dict, EP::Mod end end - endcapdischarge = zeros(size(inputs["RESOURCE_NAMES"])) - for i in 1:inputs["G"] - if i in COMMIT_CCS_SS - endcapdischarge[i] = value(EP[:eTotalCap_CCS_SS][i, gasturbine]) + value(EP[:eTotalCap_CCS_SS][i, steamturbine]) - else - endcapdischarge[i] = first(value.(EP[:eTotalCap][i])) - end - end - - startcapdischarge = zeros(size(inputs["RESOURCE_NAMES"])) - for i in 1:inputs["G"] - if i in COMMIT_CCS_SS - startcapdischarge[i] = existing_cap_mw_gasturbine(gen[i]) + existing_cap_mw_steamturbine(gen[i]) - else - startcapdischarge[i] = existing_cap_mw(gen[i]) - end - end - capacity_constraint_dual = zeros(size(inputs["RESOURCE_NAMES"])) for y in ids_with_positive(gen, max_cap_mw) capacity_constraint_dual[y] = -dual.(EP[:cMaxCap][y]) @@ -117,8 +103,8 @@ function write_capacity(path::AbstractString, inputs::Dict, setup::Dict, EP::Mod end end - startcap = MultiStage == 1 ? value.(EP[:vEXISTINGCAP]) : startcapdischarge[:] - endcap = (MultiStage == 1 ? value.(EP[:vEXISTINGCAP]) : startcapdischarge[:]) - retcapdischarge[:] + capdischarge[:] + startcap = MultiStage == 1 ? value.(EP[:vEXISTINGCAP]) : existing_cap_mw.(gen) + endcap = value.(EP[:eTotalCap]) # for allam cycle lox, we need to use: # eExistingCap_AllamCycleLOX instead of eExistingCap @@ -127,6 +113,14 @@ function write_capacity(path::AbstractString, inputs::Dict, setup::Dict, EP::Mod startcap[y] = value(EP[:eExistingCap_AllamCycleLOX][y, sco2turbine]) endcap[y] = value(EP[:eTotalCap_AllamcycleLOX][y, sco2turbine]) end + + # for NGCC-CCS, we need to use: + # eExistingCap_CCS_SS[gasturbine] + eExistingCap_CCS_SS[steamturbine] instead of existing_cap_mw + # eTotalCap_CCS_SS[gasturbine] + eTotalCap_CCS_SS[steamturbine]instead of eTotalCap + for y in CCS_SOLVENT_STORAGE + startcap[y] = value(EP[:eExistingCap_CCS_SS][i, gasturbine]) + value(EP[:eExistingCap_CCS_SS][i, steamturbine]) + endcap[y] = value(EP[:eTotalCap_CCS_SS][i, gasturbine]) + value(EP[:eTotalCap_CCS_SS][i, steamturbine]) + end dfCap = DataFrame(Resource = inputs["RESOURCE_NAMES"], Zone = zone_id.(gen), @@ -183,5 +177,10 @@ function write_capacity(path::AbstractString, inputs::Dict, setup::Dict, EP::Mod @info "For the full capacity output, please refer to the capacity_allam_cycle_lox.csv file." end + if !isempty(CCS_SOLVENT_STORAGE) + @info "Capacity output for CCS with solvent storage resources that is included in the capacity.csv file is the capacity of gas turbine + capacity of steam turbine in a CCS with solvent storage resource." + @info "For the full capacity output, please refer to the capacity_CCS_Solvent_Storage.csv file." + end + return dfCap end diff --git a/src/write_outputs/write_capacityfactor.jl b/src/write_outputs/write_capacityfactor.jl index 2feebaaa3d..6bcaa5a58a 100644 --- a/src/write_outputs/write_capacityfactor.jl +++ b/src/write_outputs/write_capacityfactor.jl @@ -101,6 +101,11 @@ function write_capacityfactor(path::AbstractString, inputs::Dict, setup::Dict, E sum(weight) end + if !isempty(CCS_SOLVENT_STORAGE) + @info "Capacity factor for CCS SOLVENT STORAGE resources that is included in the capacityfactor.csv file is calculated for the total generation from gas and steam turbines in an Allam Cycle LOX resource." + @info "For the full power output, please refer to the output_CCS_Solvent_Storage.csv file." + end + CSV.write(joinpath(path, "capacityfactor.csv"), df) return nothing diff --git a/src/write_outputs/write_ccs_solvent_storage.jl b/src/write_outputs/write_ccs_solvent_storage.jl index 7e284497b5..0bd211f610 100644 --- a/src/write_outputs/write_ccs_solvent_storage.jl +++ b/src/write_outputs/write_ccs_solvent_storage.jl @@ -195,7 +195,7 @@ function write_ccs_ss_capacity(path::AbstractString, inputs::Dict, setup::Dict, ) dfCapCCS_SS = vcat(dfCapCCS_SS, total_solvent_storage) - CSV.write(joinpath(path,"capacity_CCS_SOLVENT_STORAGE.csv"), dfCapCCS_SS) + CSV.write(joinpath(path,"capacity_CCS_Solvent_Storage.csv"), dfCapCCS_SS) end @@ -280,5 +280,5 @@ function write_ccs_ss_capacity(path::AbstractString, inputs::Dict, setup::Dict, ] final_solvent_storage = permutedims(DataFrame(hcat(Array(dfCCS_SS_output), solvent_storage_output), :auto)) - CSV.write(joinpath(path,"output_CCS_SOLVENT_STORAGE.csv"), final_solvent_storage, writeheader = false) + CSV.write(joinpath(path,"output_CCS_Solvent_Storage.csv"), final_solvent_storage, writeheader = false) end From 9b4dd5be6bac0db3db8c7615644858ab61f25af7 Mon Sep 17 00:00:00 2001 From: ql0320 Date: Thu, 6 Feb 2025 12:08:10 -0500 Subject: [PATCH 12/25] Add input variable doc for ccs solvent storage --- docs/src/User_Guide/model_input.md | 111 +++++++++++++++++++++++++++-- 1 file changed, 104 insertions(+), 7 deletions(-) diff --git a/docs/src/User_Guide/model_input.md b/docs/src/User_Guide/model_input.md index ccd96d9242..ee7da689b2 100644 --- a/docs/src/User_Guide/model_input.md +++ b/docs/src/User_Guide/model_input.md @@ -509,6 +509,7 @@ Each co-located VRE, electrolyzer, and storage resource can be easily configured |PowerUseRate\_other|Power consumption by anxilary processes in an Allam Cycle plant (MWh/MWh electricity generated from sCO2 turbines).| |O2UseRate|Oxygen consumption by sCO2 turbines to produce electricity (ton/MWh).| |LOX_duration| Duration of LOX (Hour).| + ##### Table 13b: Settings-specific columns in the Allam_Cycle_LOX.csv file --- |**Column Name** | **Description**| @@ -526,6 +527,102 @@ Each co-located VRE, electrolyzer, and storage resource can be easily configured |Start\_Fuel\_sCO2Turbine\_MMBTU\_per\_MW |Startup fuel use per MW of nameplate capacity of each sCO2 turbine in an Allam Cycle power plant (MMBtu/MW per start).| |Start\_Fuel\_ASU\_MMBTU\_per\_MW |Startup fuel use per MW of nameplate capacity of each ASU in an Allam Cycle power plant (MMBtu/MW per start).| +##### Table 14a: Additional columns in the CCS_solvent_storage.csv file +--- +|**Column Name** | **Description**| +| :------------ | :-----------| +|**Existing technology capacity**| +|Existing\_Cap\_MW\_GasTurbine |The existing capacity of gas combustion turbines in an NGCC-CCS power plant (MW). | +|Existing\_Cap\_MW\_SteamTurbine |The existing capacity of steam turbines in an NGCC-CCS power plant (MW). | +|Existing\_Cap\_Ton\_Absorber |The existing capacity of absorbers in an NGCC-CCS power plant (ton). | +|Existing\_Cap\_Ton\_Compressor |The existing capacity of compressors in an NGCC-CCS power plant (MW). | +|Existing\_Cap\_Ton\_Regenerator |The existing capacity of regenerators in an NGCC-CCS power plant (ton). | +|Existing\_Cap\_Ton\_SolventStorage\_Rich |The existing capacity of solvent storage (rich) in an NGCC-CCS power plant (ton). | +|Existing\_Cap\_Ton\_SolventStorage\_Lean |The existing capacity of solvent storage (lean) in an NGCC-CCS power plant (ton). | + +|**Cost parameters**| +|Inv\_Cost\_per\_MWyr\_GasTurbine | Annualized capacity investment cost of gas combustion turbines in an NGCC-CCS power plant ($/MW/year).| +|Inv\_Cost\_per\_MWyr\_SteamTurbine | Annualized capacity investment cost of steam turbines in an NGCC-CCS power plant ($/MW/year).| +|Inv\_Cost\_per\_Tonyr\_Absorber | Annualized capacity investment cost of absorbers in an NGCC-CCS power plant ($/MW/year).| +|Inv\_Cost\_per\_MWyr\_Compressor | Annualized capacity investment cost of compressors in an NGCC-CCS power plant ($/MW/year).| +|Inv\_Cost\_per\_Tonyr\_Regenerator | Annualized capacity investment cost of regenerators in an NGCC-CCS power plant ($/MW/year).| +|Inv\_Cost\_per\_Tonyr\_SolventStorage\_Rich | Annualized capacity investment cost of solvent storage (rich) in an NGCC-CCS power plant ($/MW/year).| +|Inv\_Cost\_per\_Tonyr\_SolventStorage\_Lean | Annualized capacity investment cost of solvent storage (lean) in an NGCC-CCS power plant ($/MW/year).| +|Fixed\_OM\_Cost\_per\_MWyr\_GasTurbine | Fixed operations and maintenance cost of gas combustion turbines in an NGCC-CCS power plant ($/MW/year).| +|Fixed\_OM\_Cost\_per\_MWyr\_SteamTurbine | Fixed operations and maintenance cost of steam turbines in an NGCC-CCS power plant ($/MW/year).| +|Fixed\_OM\_Cost\_per\_Tonyr\_Absorber | Fixed operations and maintenance cost of absorbers in an NGCC-CCS power plant ($/MW/year).| +|Fixed\_OM\_Cost\_per\_MWyr\_Compressor | Fixed operations and maintenance cost of compressors in an NGCC-CCS power plant ($/MW/year).| +|Fixed\_OM\_Cost\_per\_Tonyr\_Regenerator| Fixed operations and maintenance cost of regenerators in an NGCC-CCS power plant ($/MW/year).| +|Fixed\_OM\_Cost\_per\_Tonyr\_SolventStorage\_Rich| Fixed operations and maintenance cost of solvent storage (rich) in an NGCC-CCS power plant ($/MW/year).| +|Fixed\_OM\_Cost\_per\_Tonyr\_SolventStorage\_Lean| Fixed operations and maintenance cost of solvent storage (lean) in an NGCC-CCS power plant ($/MW/year).| +|Var\_OM\_Cost\_per\_MWh\_GasTurbine | Variable operations and maintenance cost of gas combustion turbines in an NGCC-CCS power plant ($/MWh).| +|Var\_OM\_Cost\_per\_MWh\_SteamTurbine | Variable operations and maintenance cost of steam turbines in an NGCC-CCS power plant ($/MWh).| +|Var\_OM\_Cost\_per\_Ton\_Absorber | Variable operations and maintenance cost of absorbers in an NGCC-CCS power plant ($/Ton).| +|Var\_OM\_Cost\_per\_MWh\_Compressor | Variable operations and maintenance cost of compressors in an NGCC-CCS power plant ($/MWh).| +|Var\_OM\_Cost\_per\_Ton\_Regenerator | Variable operations and maintenance cost of regenerators in +an NGCC-CCS power plant ($/Ton).| +|Var\_OM\_Cost\_per\_Ton\_SolventStorage\_Rich | Variable operations and maintenance cost of solvent storage (rich) in an NGCC-CCS power plant ($/Ton).| +|Var\_OM\_Cost\_per\_Ton\_SolventStorage\_Lean | Variable operations and maintenance cost of solvent storage (lean) in an NGCC-CCS power plant ($/Ton).| +|**Technical performance parameters**| +|Min\_Power\_percentage\_GasTurbine |[0,1], Minimum stable operating level (fraction of nameplate capacity) of gas combustion turbines in an NGCC-CCS power plant.| +|Min\_Power\_percentage\_SteamTurbine |[0,1], Minimum stable operating level (fraction of nameplate capacity) of steam turbines in an NGCC-CCS power plant.| +|Min\_Power\_percentage\_Absorber |[0,1], Minimum stable operating level (fraction of nameplate capacity) of absorbers in an NGCC-CCS power plant.| +|Min\_Power\_percentage\_Compressor |[0,1], Minimum stable operating level (fraction of nameplate capacity) of compressors in an NGCC-CCS power plant.| +|Min\_Power\_percentage\_Regenerator |[0,1], Minimum stable operating level (fraction of nameplate capacity) of regenerators in an NGCC-CCS power plant.| +|Min\_Power\_percentage\_SolventStorage\_Rich |[0,1], Minimum stable operating level (fraction of nameplate capacity) of solvent storage (rich) in an NGCC-CCS power plant.| +|Min\_Power\_percentage\_SolventStorage\_Rich |[0,1], Minimum stable operating level (fraction of nameplate capacity) of solvent storage (lean) in an NGCC-CCS power plant.| +|Ramp\_Up\_Percentage\_GasTurbine |[0,1], Maximum increase in power output from gas combustion turbines in an NGCC-CCS power plant between two periods (typically hours), reported as a fraction of nameplate capacity.| +|Ramp\_Up\_Percentage\_SteamTurbine |[0,1], Maximum increase in power output from steam turbines in an NGCC-CCS power plant between two periods (typically hours), reported as a fraction of nameplate capacity.| +|Ramp\_Up\_Percentage\_Absorber |[0,1], Maximum increase in power output from absorbers in an NGCC-CCS power plant between two periods (typically hours), reported as a fraction of nameplate capacity.| +|Ramp\_Up\_Percentage\_Compressor |[0,1], Maximum increase in power output from compressors in an NGCC-CCS power plant between two periods (typically hours), reported as a fraction of nameplate capacity.| +|Ramp\_Up\_Percentage\_Regenerator |[0,1], Maximum increase in power output from regenerators in an NGCC-CCS power plant between two periods (typically hours), reported as a fraction of nameplate capacity.| +|Ramp\_Dn\_Percentage\_GasTurbine |[0,1], Maximum decrease in power output from gas combustion turbines in an NGCC-CCS power plant between two periods (typically hours), reported as a fraction of nameplate capacity.| +|Ramp\_Dn\_Percentage\_SteamTurbine |[0,1], Maximum decrease in power output from steam turbines in an NGCC-CCS power plant between two periods (typically hours), reported as a fraction of nameplate capacity.| +|Ramp\_Dn\_Percentage\_Absorber |[0,1], Maximum decrease in power output from absorbers in an NGCC-CCS power plant between two periods (typically hours), reported as a fraction of nameplate capacity.| +|Ramp\_Dn\_Percentage\_Compressor |[0,1], Maximum decrease in power output from compressors in an NGCC-CCS power plant between two periods (typically hours), reported as a fraction of nameplate capacity.| +|Ramp\_Dn\_Percentage\_Regenerator |[0,1], Maximum decrease in power output from regenerators in an NGCC-CCS power plant between two periods (typically hours), reported as a fraction of nameplate capacity.| +|HeatRate\_MMBTU\_per\_MWh|Heat rate of gas combustion turbines in an NGCC-CCS power plant (MMBtu/MWh).| +|HeatRate\_MMBTU\_per\_MWh\_SteamTurbine\_High|Heat rate of high pressure steam turbine cycle in an NGCC-CCS power plant (MMBtu/MWh).| +|HeatRate\_MMBTU\_per\_MWh\_SteamTurbine\_Mid|Heat rate of intermediate pressure steam turbine cycle in an NGCC-CCS power plant (MMBtu/MWh).| +|HeatRate\_MMBTU\_per\_MWh\_SteamTurbine\_Low|Heat rate of low pressure steam turbine cycle in an NGCC-CCS power plant (MMBtu/MWh).| +|SteamRate\_High\_percentage|[0,1], Steam generation rate for high pressure steam from in an NGCC-CCS power plant.| +|SteamRate\_Mid\_percentage|[0,1], Steam generation rate for intermediate pressure steam from in an NGCC-CCS power plant.| +|SteamRate\_Low\_percentage|[0,1], Steam generation rate for low pressure steam from in an NGCC-CCS power plant.| +|PowerUseRate\_MWh\_per\_Ton\_CO2\_Absorber| Power consumption rate for absorbers to absorb 1 ton of CO2 in an NGCC-CCS power plant (MWh/ton).| +|PowerUseRate\_MWh\_per\_Ton\_CO2\_Compressor| Power consumption rate for compressors to compress 1 ton of CO2 in an NGCC-CCS power plant (MWh/ton).| +|SteamUseRate\_MMBTU\_per\_Ton| Steam consumption rate for regenerators to regenerate 1 ton of CO2 in an NGCC-CCS power plant (MMBtu/ton).| +|CO2\_Loading\_Ton\_per\_Ton\_Solvent| CO2 loading capacity of solvents (tons CO2/tons solvents/sorbents).| +|PowerUseRate\_MWh\_per\_MMBtu\_Fuel\_Other| Power consumption rate for other auxiliary load per MMBtu fuel is used in an NGCC-CCS power plant (MWh/ton).| +|CO2\_Capture\_Fraction\_Startup\_Max|[0,1], Maximum CO2 capture rate of total emissions during startup. | +|CO2\_Capture\_Fraction\_Max|[0,1], Maximum CO2 capture rate of total emissions during normal operations. | + +##### Table 14b: Settings-specific columns in the CCS_solvent_storage.csv file +--- +|**Column Name** | **Description**| +| :------------ | :-----------| +|**UCommit >= 1** | The following settings apply only to NGCC-CCS plants with unit commitment constraints| +|Cap\_Size\_MW\_GasTurbine| The average capacity size of gas combustion turbine in a clustered NGCC-CCS (MW).| +|Cap\_Size\_MW\_SteamTurbine| The average capacity size of steam turbine in a clustered NGCC-CCS (MW).| +|Cap\_Size\_Ton\_Absorber| The average capacity size of absorber in a clustered NGCC-CCS resource (ton).| +|Cap\_Size\_MW\_Compressor| The average capacity size of compressor in a clustered NGCC-CCS (MW).| +|Up\_Time\_GasTurbine| Minimum amount of time a gas combustion turbine in an NGCC-CCS power plant has to stay in the committed state.| +|Cap\_Size\_Ton\_Regenerator| The average capacity size of regenerator in a clustered NGCC-CCS resource (ton).| +|Up\_Time\_SteamTurbine| Minimum amount of time a steam turbine in an NGCC-CCS power plant has to stay in the committed state.| +|Up\_Time\_Absorber| Minimum amount of time an absorber in an NGCC-CCS power plant has to stay in the committed state.| +|Up\_Time\_Compressor| Minimum amount of time a compressor in an NGCC-CCS power plant has to stay in the committed state.| +|Up\_Time\_Regenerator| Minimum amount of time a regenerator in an NGCC-CCS power plant has to stay in the committed state.| +|Down\_Time\_GasTurbine |Minimum amount of time a gas combustion turbine in an NGCC-CCS power plant has to remain in the shutdown state.| +|Down\_Time\_SteamTurbine |Minimum amount of time a steam turbine in an NGCC-CCS power plant has to remain in the shutdown state.| +|Down\_Time\_Absorber |Minimum amount of time an absorber in an NGCC-CCS power plant has to remain in the shutdown state.| +|Down\_Time\_Compressor |Minimum amount of time a compressor in an NGCC-CCS power plant has to remain in the shutdown state.| +|Down\_Time\_Regenerator |Minimum amount of time a regenerator in an NGCC-CCS power plant has to remain in the shutdown state.| +|Start\_Fuel\_MMBtu\_per\_MW\_GasTurbine |Fuel consumption per MW of nameplate capacity to start a gas combustion turbine in an NGCC-CCS power plant ($/MW per start). Multiplied by the number of generation units (each with a pre-specified nameplate capacity) that is turned on.| +|Start\_Fuel\_MMBtu\_per\_MW\_SteamTurbine |Fuel consumption per MW of nameplate capacity to start a steam turbine in an NGCC-CCS power plant ($/MW per start). Multiplied by the number of generation units (each with a pre-specified nameplate capacity) that is turned on.| +|Start\_Cost\_per\_MW\_GasTurbine |Cost per MW of nameplate capacity to start a gas combustion turbine in an NGCC-CCS power plant ($/MW per start). Multiplied by the number of generation units (each with a pre-specified nameplate capacity) that is turned on.| +|Start\_Cost\_per\_MW\_SteamTurbine |Cost per MW of nameplate capacity to start a steam turbine in an NGCC-CCS power plant ($/MW per start). Multiplied by the number of generation units (each with a pre-specified nameplate capacity) that is turned on.| +|Start\_Cost\_per\_Ton\_Absorber |Cost per Ton of nameplate capacity to start an absorber in an NGCC-CCS power plant ($/MW per start). Multiplied by the number of generation units (each with a pre-specified nameplate capacity) that is turned on.| +|Start\_Cost\_per\_MW\_Compressor |Cost per MW of nameplate capacity to start a compressor in an NGCC-CCS power plant ($/MW per start). Multiplied by the number of generation units (each with a pre-specified nameplate capacity) that is turned on.| +|Start\_Cost\_per\_Ton\_Regenerator |Cost per Ton of nameplate capacity to start a regenerator in an NGCC-CCS power plant ($/MW per start). Multiplied by the number of generation units (each with a pre-specified nameplate capacity) that is turned on.| ##### Policy-related columns for all resources In addition to the files described above, the `resources` folder contains a folder called `policy_assignments` (the filename can be changed in the settings file) with the following files that are used to specify policy-related parameters for specific resources: @@ -547,7 +644,7 @@ The following table describes the columns in each of these four files. This policy is applied when if `EnergyShareRequirement > 0` in the settings file. \* corresponds to the ith row of the file `Energy_share_requirement.csv`. -##### Table 14: Energy share requirement policy parameters in Resource\_energy\_share\_requirement.csv +##### Table 15: Energy share requirement policy parameters in Resource\_energy\_share\_requirement.csv --- |**Column Name** | **Description**| | :------------ | :-----------| @@ -562,7 +659,7 @@ This policy is applied when if `EnergyShareRequirement > 0` in the settings file This policy is applied when if `MinCapReq = 1` in the settings file. \* corresponds to the ith row of the file `Minimum_capacity_requirement.csv`. -##### Table 15: Minimum capacity requirement policy parameters in Resource\_minimum\_capacity\_requirement.csv +##### Table 16: Minimum capacity requirement policy parameters in Resource\_minimum\_capacity\_requirement.csv --- |**Column Name** | **Description**| | :------------ | :-----------| @@ -575,7 +672,7 @@ This policy is applied when if `MinCapReq = 1` in the settings file. \* correspo This policy is applied when if `MaxCapReq = 1` in the settings file. \* corresponds to the ith row of the file `Maximum_capacity_requirement.csv`. -##### Table 16: Maximum capacity requirement policy parameters in Resource\_maximum\_capacity\_requirement.csv +##### Table 17: Maximum capacity requirement policy parameters in Resource\_maximum\_capacity\_requirement.csv --- |**Column Name** | **Description**| | :------------ | :-----------| @@ -588,7 +685,7 @@ This policy is applied when if `MaxCapReq = 1` in the settings file. \* correspo This policy is applied when if `CapacityReserveMargin > 0` in the settings file. \* corresponds to the ith row of the file `Capacity_reserve_margin.csv`. -##### Table 17: Capacity reserve margin policy parameters in Resource\_capacity\_reserve\_margin.csv +##### Table 18: Capacity reserve margin policy parameters in Resource\_capacity\_reserve\_margin.csv --- |**Column Name** | **Description**| | :------------ | :-----------| @@ -597,7 +694,7 @@ This policy is applied when if `CapacityReserveMargin > 0` in the settings file. This policy is applied when if `HydrogenMinimumProduction = 1` in the settings file. \* corresponds to the ith row of the file `Hydrogen_demand.csv`. -##### Table 18: Hydrogen demand policy parameters in Resource\_hydrogen\_demand.csv +##### Table 19: Hydrogen demand policy parameters in Resource\_hydrogen\_demand.csv --- |**Column Name** | **Description**| | :------------ | :-----------| @@ -606,7 +703,7 @@ This policy is applied when if `HydrogenMinimumProduction = 1` in the settings f This policy is applied when if `HourlyMatching = 1` in the settings file. -##### Table 19: Hourly matching policy parameters in Resource\_hourly\_matching.csv +##### Table 20: Hourly matching policy parameters in Resource\_hourly\_matching.csv --- |**Column Name** | **Description**| | :------------ | :-----------| @@ -621,7 +718,7 @@ In addition to the files described above, the `resources` folder can contain add !!! warning The first column of each additional module file must contain the resource name corresponding to a resource in one of the resource data files described above. Note that the order of resources in these files is not important. -##### Table 20: Multistage parameters +##### Table 21: Multistage parameters !!! warning This file is mandatory if `MultiStage = 1` in the settings file. --- From 4510133833ed26f4cf9f42ab664c2f4ace47899b Mon Sep 17 00:00:00 2001 From: ql0320 Date: Thu, 6 Feb 2025 17:02:20 -0500 Subject: [PATCH 13/25] add start costs and fuels for all components --- .../ccs_solvent_storage_commit.jl | 42 +++++++++++-------- 1 file changed, 24 insertions(+), 18 deletions(-) diff --git a/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl b/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl index 3868659d74..1080d759c7 100644 --- a/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl +++ b/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl @@ -41,20 +41,17 @@ function ccs_solvent_storage_commit!(EP::Model, inputs::Dict, setup::Dict) ## Decision variables for unit commitment # Subcomponents that are turned on and off at the same time are aggregated to simplify the model - # i = 1 -> combine cycle turbines, including gas and steam turbines - # i = 4 -> regenerator and compressors - # i = 3 -> abosorber - @variable(EP, vCOMMIT_CCS_SS[y in COMMIT_CCS_SS, i in [1, 3, 4], t = 1:T] >= 0) + @variable(EP, vCOMMIT_CCS_SS[y in COMMIT_CCS_SS, i in [gasturbine, absorber, compressor], t = 1:T] >= 0) # startup event variable - @variable(EP, vSTART_CCS_SS[y in COMMIT_CCS_SS, i in [1, 3, 4], t = 1:T] >= 0) + @variable(EP, vSTART_CCS_SS[y in COMMIT_CCS_SS, i in [gasturbine, absorber, compressor], t = 1:T] >= 0) # shutdown event variable - @variable(EP, vSHUT_CCS_SS[y in COMMIT_CCS_SS, i in [1, 3, 4], t = 1:T] >= 0) + @variable(EP, vSHUT_CCS_SS[y in COMMIT_CCS_SS, i in [gasturbine, absorber, compressor], t = 1:T] >= 0) ## Declaration of integer/binary variables if setup["UCommit"] == 1 # Integer UC constraints for y in COMMIT_CCS_SS - for i in [1, 3, 4] + for i in [gasturbine, absorber, compressor] set_integer.(vCOMMIT_CCS_SS[y,i,:]) set_integer.(vSTART_CCS_SS[y,i,:]) set_integer.(vSHUT_CCS_SS[y,i,:]) @@ -64,7 +61,15 @@ function ccs_solvent_storage_commit!(EP::Model, inputs::Dict, setup::Dict) # costs associated with start-ups @expression(EP, eCStart_CCS_SS[y in COMMIT_CCS_SS , t=1:T], - sum(omega[t] * (solvent_storage_dict[y, "start_cost"][i] * vSTART_CCS_SS[y,i,t]) for i in [1, 3, 4])) + sum(omega[t] * (solvent_storage_dict[y, "start_cost"][i] * vSTART_CCS_SS[y,i,t]) for i in [gasturbine, absorber, compressor])) + # add startup costs for steam turbines and regenerators + # steam turbines have the same unit commitment as gas turbines, regenerators have the same unit commitment as compressors + @expression(EP, eCStart_CCS_SS_steamturbine[y in COMMIT_CCS_SS , t=1:T], + omega[t] * (solvent_storage_dict[y, "start_cost"][steamturbine] * vSTART_CCS_SS[y, gasturbine, t]) ) + @expression(EP, eCStart_CCS_SS_regenerator[y in COMMIT_CCS_SS , t=1:T], + omega[t] * (solvent_storage_dict[y, "start_cost"][regenerator] * vSTART_CCS_SS[y, gasturbine, t]) ) + add_to_expression!(EP[:eCStart_CCS_SS], eCStart_CCS_SS_steamturbine + eCStart_CCS_SS_regenerator) + @expression(EP, eTotalCStart_CCS_SS_T[t = 1:T], sum(EP[:eCStart_CCS_SS][y,t] for y in COMMIT_CCS_SS)) @expression(EP, eTotalCStart_CCS_SS, sum(eTotalCStart_CCS_SS_T[t] for t in 1:T)) add_to_expression!(EP[:eTotalCStart], eTotalCStart_CCS_SS) @@ -75,44 +80,45 @@ function ccs_solvent_storage_commit!(EP::Model, inputs::Dict, setup::Dict) # fuel consumption associated with start-ups, only applied to turbines @variable(EP, vStartFuel_CCS_SS[y in COMMIT_CCS_SS, t = 1:T] >= 0) @constraint(EP, cStartFuel_CCS_SS[y in COMMIT_CCS_SS, t = 1:T], - EP[:vStartFuel_CCS_SS][y, t] == solvent_storage_dict[y,"cap_size"][gasturbine] * EP[:vSTART_CCS_SS][y, gasturbine, t] * solvent_storage_dict[y, "start_fuel"][gasturbine]) + EP[:vStartFuel_CCS_SS][y, t] == solvent_storage_dict[y,"cap_size"][gasturbine] * EP[:vSTART_CCS_SS][y, gasturbine, t] * solvent_storage_dict[y, "start_fuel"][gasturbine]+ + solvent_storage_dict[y,"cap_size"][steamturbine] * EP[:vSTART_CCS_SS][y, gasturbine, t] * solvent_storage_dict[y, "start_fuel"][steamturbine]) # Connect start up fuel here to vStartFuel @constraint(EP, [y in COMMIT_CCS_SS , t = 1:T], EP[:vStartFuel][y,t] == vStartFuel_CCS_SS[y,t]) # Unit commitment constraints # Capacity limits on unit commitment decision variables (Constraints #1-3) @constraints(EP, begin - [y in COMMIT_CCS_SS, i in [1, 3, 4] , t=1:T], vCOMMIT_CCS_SS[y,i,t] <= EP[:eTotalCap_CCS_SS][y,i]/solvent_storage_dict[y, "cap_size"][i] - [y in COMMIT_CCS_SS, i in [1, 3, 4] , t=1:T], vSTART_CCS_SS[y,i,t] <= EP[:eTotalCap_CCS_SS][y,i]/solvent_storage_dict[y, "cap_size"][i] - [y in COMMIT_CCS_SS, i in [1, 3, 4] , t=1:T], vSHUT_CCS_SS[y,i,t] <= EP[:eTotalCap_CCS_SS][y,i]/solvent_storage_dict[y, "cap_size"][i] + [y in COMMIT_CCS_SS, i in [gasturbine, absorber, compressor] , t=1:T], vCOMMIT_CCS_SS[y,i,t] <= EP[:eTotalCap_CCS_SS][y,i]/solvent_storage_dict[y, "cap_size"][i] + [y in COMMIT_CCS_SS, i in [gasturbine, absorber, compressor] , t=1:T], vSTART_CCS_SS[y,i,t] <= EP[:eTotalCap_CCS_SS][y,i]/solvent_storage_dict[y, "cap_size"][i] + [y in COMMIT_CCS_SS, i in [gasturbine, absorber, compressor] , t=1:T], vSHUT_CCS_SS[y,i,t] <= EP[:eTotalCap_CCS_SS][y,i]/solvent_storage_dict[y, "cap_size"][i] end) # Commitment state constraint linking startup and shutdown decisions (Constraint #4) - @constraint(EP, cCommit_CCS_SS[y in COMMIT_CCS_SS, i in [1, 3, 4], t = 1:T], + @constraint(EP, cCommit_CCS_SS[y in COMMIT_CCS_SS, i in [gasturbine, absorber, compressor], t = 1:T], EP[:vCOMMIT_CCS_SS][y,i,t] == EP[:vCOMMIT_CCS_SS][y,i,hoursbefore(p, t, 1)] + EP[:vSTART_CCS_SS][y,i,t] - EP[:vSHUT_CCS_SS][y,i,t]) ### Maximum ramp up and down between consecutive hours (Constraints #5-6) # rampup constraints - @constraint(EP,[y in COMMIT_CCS_SS, i in [1, 3, 4], t = 1:T], + @constraint(EP,[y in COMMIT_CCS_SS, i in [gasturbine, absorber, compressor], t = 1:T], EP[:vOutput_CCS_SS][y,i,t]-EP[:vOutput_CCS_SS][y,i,hoursbefore(p, t, 1)] <= solvent_storage_dict[y, "ramp_up"][i]*solvent_storage_dict[y, "cap_size"][i]*(vCOMMIT_CCS_SS[y,i,t]-vSTART_CCS_SS[y,i,t]) + min(1,max(solvent_storage_dict[y, "min_power"][i],solvent_storage_dict[y, "ramp_up"][i]))*solvent_storage_dict[y, "cap_size"][i]*vSTART_CCS_SS[y,i,t] -solvent_storage_dict[y, "min_power"][i]*solvent_storage_dict[y, "cap_size"][i]*vSHUT_CCS_SS[y,i,t]) # rampdown constraints - @constraint(EP,[y in COMMIT_CCS_SS, i in [1, 3, 4], t = 1:T], + @constraint(EP,[y in COMMIT_CCS_SS, i in [gasturbine, absorber, compressor], t = 1:T], EP[:vOutput_CCS_SS][y,i,hoursbefore(p, t, 1)]-EP[:vOutput_CCS_SS][y,i,t] <=solvent_storage_dict[y, "ramp_dn"][i]*solvent_storage_dict[y, "cap_size"][i]*(vCOMMIT_CCS_SS[y,i,t]-vSTART_CCS_SS[y,i,t]) -solvent_storage_dict[y, "min_power"][i]*solvent_storage_dict[y, "cap_size"][i]*vSTART_CCS_SS[y,i,t] + min(1,max(solvent_storage_dict[y, "min_power"][i],solvent_storage_dict[y, "ramp_dn"][i]))*solvent_storage_dict[y, "cap_size"][i]*vSHUT_CCS_SS[y,i,t]) ### Minimum and maximum power output constraints (Constraints #7 & 8) @constraints(EP, begin - [y in COMMIT_CCS_SS, i in [1, 3, 4], t=1:T], EP[:vOutput_CCS_SS][y,i,t] >= solvent_storage_dict[y, "min_power"][i]*solvent_storage_dict[y, "cap_size"][i]*vCOMMIT_CCS_SS[y,i,t] - [y in COMMIT_CCS_SS, i in [1, 3, 4], t=1:T], EP[:vOutput_CCS_SS][y,i,t] <= solvent_storage_dict[y, "cap_size"][i]*vCOMMIT_CCS_SS[y,i,t] + [y in COMMIT_CCS_SS, i in [gasturbine, absorber, compressor], t=1:T], EP[:vOutput_CCS_SS][y,i,t] >= solvent_storage_dict[y, "min_power"][i]*solvent_storage_dict[y, "cap_size"][i]*vCOMMIT_CCS_SS[y,i,t] + [y in COMMIT_CCS_SS, i in [gasturbine, absorber, compressor], t=1:T], EP[:vOutput_CCS_SS][y,i,t] <= solvent_storage_dict[y, "cap_size"][i]*vCOMMIT_CCS_SS[y,i,t] end) ### Minimum up and down times (Constraints #9 & 10) for y in COMMIT_CCS_SS - for i in [1, 3, 4] + for i in [gasturbine, absorber, compressor] ## up time Up_Time = Int(floor(solvent_storage_dict[y, "up_time"][i])) Up_Time_HOURS = [] # Set of hours in the summation term of the maximum up time constraint for the first subperiod of each representative period From 6d89b2e0c50abf795719e9191561970cd78c2e7a Mon Sep 17 00:00:00 2001 From: ql0320 Date: Thu, 6 Feb 2025 18:05:20 -0500 Subject: [PATCH 14/25] Add output doc for CCS with solvent storage --- docs/src/User_Guide/model_output.md | 65 ++++++++++++++++++++++++++++- 1 file changed, 64 insertions(+), 1 deletion(-) diff --git a/docs/src/User_Guide/model_output.md b/docs/src/User_Guide/model_output.md index a1534b48de..83757dc6dc 100644 --- a/docs/src/User_Guide/model_output.md +++ b/docs/src/User_Guide/model_output.md @@ -29,6 +29,10 @@ Reports optimal values of investment variables (except StartCap, which is an inp Capacity output for **Allam Cycle LOX** resources that is included in the **capacity.csv** file is for the **sCO2Turbine** in an Allam Cycle LOX resource. For the full capacity output, please refer to the **capacity\_allam\_cycle\_lox.csv** file ([`GenX.write_allam_capacity`](@ref)). +!!! note "Note" + Capacity output for **CCS with solvent storage** resources that is included in the **capacity.csv** file is the sum of the **gas combustion turbine** and **steam turbine**in an NGCC-CCS resource. + For the full capacity output, please refer to the **capacity\_ccs\_solvent\_storage.csv** file ([`GenX.write_ccs_ss_capacity`](@ref)). + ### 1.2 costs.csv Reports optimal objective function value and contribution of each term by zone. @@ -201,4 +205,63 @@ This file includes the output from each component of an Allam Cycle LOX resource | (resource\_name)\_storage\_lox\_t | Hourly status of charge of the LOX in the Allam Cycle LOX resource | t | | (resource\_name)\_lox\_in\_t | Hourly amount of liquid oxygen charged into the LOX in the Allam Cycle LOX resource | t | | (resource\_name)\_lox\_out\_t | Hourly amount of liquid oxygen discharged from the LOX in the Allam Cycle LOX resource | t | -| (resource\_name)\_gox\_t | Hourly amount of gaseous oxygen produced by ASU in the Allam Cycle LOX resource | t | \ No newline at end of file +| (resource\_name)\_gox\_t | Hourly amount of gaseous oxygen produced by ASU in the Allam Cycle LOX resource | t | + +### 3.3 capacity\_CCS\_Solvent\_Storage.csv + +This file includes the capacity output for CCS with solvent storage resources ([`GenX.write_ccs_solvent_storage`](@ref)). + +###### Table 3.3: Structure of the capacity\_CCS\_Solvent\_Storage.csv file +--- +|**Output** |**Description** |**Units** | +| :------------ | :-----------|:-----------| +| Resource | Name of the NGCC CCS with solvent storage resource | | +| Zone | Zone of the NGCC CCS with solvent storage resource | | +| StartCap\_GasTurbine\_MW | Initial power capacity of the gas combustion turbine in the NGCC CCS with solvent storage resource | MW | +| StartCap\_SteamTurbine\_MW | Initial power capacity of the steam turbine in the NGCC CCS with solvent storage resource | MW | +| StartCap\_Absorber\_t | Initial power capacity of the absorber in the NGCC CCS with solvent storage resource | t | +| StartCap\_Compressor\_MW | Initial power capacity of the compressor in the NGCC CCS with solvent storage resource | MW | +| StartCap\_Regenerator\_t | Initial power capacity of the regenerator in the NGCC CCS with solvent storage resource | t | +| StartCap\_SolventStorageRich\_t | Initial power capacity of the solvent storage (rich) in the NGCC CCS with solvent storage resource | t | +| StartCap\_SolventStorageLean\_t | Initial power capacity of the solvent storage (lean) in the NGCC CCS with solvent storage resource | t | +| RetCap\_GasTurbine\_MW | Retired power capacity of the gas combustion turbine in the NGCC CCS with solvent storage resource | MW | +| RetCap\_SteamTurbine\_MW | Retired power capacity of the steam turbine in the NGCC CCS with solvent storage resource | MW | +| RetCap\_Absorber\_t | Retired power capacity of the absorber in the NGCC CCS with solvent storage resource | t | +| RetCap\_Compressor\_MW | Retired power capacity of the compressor in the NGCC CCS with solvent storage resource | MW | +| RetCap\_Regenerator\_t | Retired power capacity of the regenerator in the NGCC CCS with solvent storage resource | t | +| RetCap\_SolventStorageRich\_t | Retired power capacity of the solvent storage (rich) in the NGCC CCS with solvent storage resource | t | +| RetCap\_SolventStorageLean\_t | Retired power capacity of the solvent storage (lean) in the NGCC CCS with solvent storage resource | t | +| NewCap\_GasTurbine\_MW | Installed power capacity of the gas combustion turbine in the NGCC CCS with solvent storage resource | MW | +| NewCap\_SteamTurbine\_MW | Installed power capacity of the steam turbine in the NGCC CCS with solvent storage resource | MW | +| NewCap\_Absorber\_t | Installed power capacity of the absorber in the NGCC CCS with solvent storage resource | t | +| NewCap\_Compressor\_MW | Installed power capacity of the compressor in the NGCC CCS with solvent storage resource | MW | +| NewCap\_Regenerator\_t | Installed power capacity of the regenerator in the NGCC CCS with solvent storage resource | t | +| NewCap\_SolventStorageRich\_t | Installed power capacity of the solvent storage (rich) in the NGCC CCS with solvent storage resource | t | +| NewCap\_SolventStorageLean\_t | Installed power capacity of the solvent storage (lean) in the NGCC CCS with solvent storage resource | t | +| EndCap\_GasTurbine\_MW | Total power capacity of the gas combustion turbine in the NGCC CCS with solvent storage resource | MW | +| EndCap\_SteamTurbine\_MW | Total power capacity of the steam turbine in the NGCC CCS with solvent storage resource | MW | +| EndCap\_Absorber\_t | Total power capacity of the absorber in the NGCC CCS with solvent storage resource | t | +| EndCap\_Compressor\_MW | Total power capacity of the compressor in the NGCC CCS with solvent storage resource | MW | +| EndCap\_Regenerator\_t | Total power capacity of the regenerator in the NGCC CCS with solvent storage resource | t | +| EndCap\_SolventStorageRich\_t | Total power capacity of the solvent storage (rich) in the NGCC CCS with solvent storage resource | t | +| EndCap\_SolventStorageLean\_t | Total power capacity of the solvent storage (lean) in the NGCC CCS with solvent storage resource | t | + +### 3.4 output\_CCS\_Solvent\_Storage.csv + +This file includes the output from each component of an NGCC CCS with solvent storage resource ([`GenX.write_ccs_ss_output`](@ref)). + +###### Table 3.4: Structure of the output\_CCS\_Solvent\_Storage.csv file +--- +|**Output** |**Description** |**Units** | +| :------------ | :-----------|:-----------| +| (resource\_name)\_gasturbine\_power\_mwh | Hourly power output of the gas combustion turbine in the NGCC CCS with solvent storage resource | MWh | +| (resource\_name)\_combinedcycle\_commit | Hourly unit commit status of the gas combustion turbine and steam turbine in the NGCC CCS with solvent storage resource | | +| (resource\_name)\_net\_power\_output\_mwh | Hourly net power output of the NGCC CCS with solvent storage resource | MWh | +| (resource\_name)\_absorber\_CO2\_t | Hourly amount of CO2 captured by the absorber of the NGCC CCS with solvent storage resource | t | +| (resource\_name)\_absorber\_mwh | Hourly power consumption by the absorber of the NGCC CCS with solvent storage resource | MWh | +| (resource\_name)\_absorber\_commit | Hourly unit commit status of the absorber in the NGCC CCS with solvent storage resource | | +| (resource\_name)\_solvent\_storage\_rich\_t | Hourly amount of rich solvent stored in the tank | t | +| (resource\_name)\_solvent\_storage\_lean\_t | Hourly amount of lean solvent stored in the tank | t | +| (resource\_name)\_compressor\_mwh | Hourly power consumption by the compressor of the NGCC CCS with solvent storage resource | MWh | +| (resource\_name)\_compressor\_commit | Hourly unit commit status of the compressor in the NGCC CCS with solvent storage resource | | +| (resource\_name)\_regenerator\_CO2\_t | Hourly amount of CO2 regenerated and compressed by the regenerator and compressor of the NGCC CCS with solvent storage resource | t | From a05f7e54e206f7bab4b5eacb70f46f78a68660ce Mon Sep 17 00:00:00 2001 From: ql0320 Date: Thu, 6 Feb 2025 18:59:34 -0500 Subject: [PATCH 15/25] remove Gurobi in the example --- example_systems/11_three_zones_CCS_solvent_storage/Run.jl | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/example_systems/11_three_zones_CCS_solvent_storage/Run.jl b/example_systems/11_three_zones_CCS_solvent_storage/Run.jl index 793ad469fb..b44ca23ec1 100644 --- a/example_systems/11_three_zones_CCS_solvent_storage/Run.jl +++ b/example_systems/11_three_zones_CCS_solvent_storage/Run.jl @@ -1,5 +1,3 @@ -using GenX, Gurobi +using GenX -optimizer = Gurobi.Optimizer - -run_genx_case!(dirname(@__FILE__),optimizer) +run_genx_case!(dirname(@__FILE__)) From ffd32f0921b7e962d99792e346ab36b73333d5d5 Mon Sep 17 00:00:00 2001 From: ql0320 Date: Thu, 6 Feb 2025 19:18:58 -0500 Subject: [PATCH 16/25] fix bugs in add_expression in ccs_ss_commit --- .../resources/flexible_ccs/ccs_solvent_storage_commit.jl | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl b/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl index 1080d759c7..1a7b895ed4 100644 --- a/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl +++ b/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl @@ -68,9 +68,9 @@ function ccs_solvent_storage_commit!(EP::Model, inputs::Dict, setup::Dict) omega[t] * (solvent_storage_dict[y, "start_cost"][steamturbine] * vSTART_CCS_SS[y, gasturbine, t]) ) @expression(EP, eCStart_CCS_SS_regenerator[y in COMMIT_CCS_SS , t=1:T], omega[t] * (solvent_storage_dict[y, "start_cost"][regenerator] * vSTART_CCS_SS[y, gasturbine, t]) ) - add_to_expression!(EP[:eCStart_CCS_SS], eCStart_CCS_SS_steamturbine + eCStart_CCS_SS_regenerator) - @expression(EP, eTotalCStart_CCS_SS_T[t = 1:T], sum(EP[:eCStart_CCS_SS][y,t] for y in COMMIT_CCS_SS)) + @expression(EP, eTotalCStart_CCS_SS_T[t = 1:T], sum((EP[:eCStart_CCS_SS][y,t] + EP[:eCStart_CCS_SS_steamturbine][y,t] + EP[:eCStart_CCS_SS_regenerator][y,t]) + for y in COMMIT_CCS_SS)) @expression(EP, eTotalCStart_CCS_SS, sum(eTotalCStart_CCS_SS_T[t] for t in 1:T)) add_to_expression!(EP[:eTotalCStart], eTotalCStart_CCS_SS) # since start up costs only related to COMMIT (Thermal units) so we don't need to connect CStart_CCS_SS to eCStart From ae48e0865978015fb8d338aa55919a0a6127b3d6 Mon Sep 17 00:00:00 2001 From: ql0320 Date: Thu, 6 Feb 2025 20:02:09 -0500 Subject: [PATCH 17/25] Remove functions to load specific ccs-ss input --- src/load_inputs/load_resources_data.jl | 117 ++++++++++++++----------- src/model/resources/resources.jl | 99 --------------------- 2 files changed, 68 insertions(+), 148 deletions(-) diff --git a/src/load_inputs/load_resources_data.jl b/src/load_inputs/load_resources_data.jl index 5b3d861f9e..5b40bb7a60 100644 --- a/src/load_inputs/load_resources_data.jl +++ b/src/load_inputs/load_resources_data.jl @@ -1525,6 +1525,24 @@ function add_resources_to_input_data!(inputs::Dict, inputs["ZONES_AC_CHARGE"] = zone_id(gen[storage_ac_charge(gen)]) end + # Generic function to get attribute from a resource + """ + get_attr(r::AbstractResource, attr::Symbol, default_value::Real) + + Function to get attribute `attr` from a GenX resource `r`. If the attribute is not found, return `default_value`. + + # Arguments + - `r::AbstractResource`: The resource. + - `attr::Symbol`: The attribute to get. + - `default_value::Real`: The default value to return if the attribute is not found. + + # Returns + - `value::Real`: The value of the attribute. + """ + function get_attr(r::AbstractResource, attr::Symbol, default_value::Real) + return get(r, attr, default_value) + end + ## flexible operation of CCS # Allam Cycle with liquid oxygen (LOX) storage inputs["ALLAM_CYCLE_LOX"] = allam_cycle_lox(gen) @@ -1558,57 +1576,58 @@ function add_resources_to_input_data!(inputs::Dict, # reconstruct a dictionary to store component-wise data for CCS with solvent storage. # the order must follow gas turbine -> steam turbine -> absorber -> compressor -> regenerator -> rich solvent storage -> lean solvent storage solvent_storage_dict = Dict() + for y in inputs["CCS_SOLVENT_STORAGE"] - solvent_storage_dict[y, "inv_cost"] = inv_cost_per_mwyr_gasturbine(gen[y]), inv_cost_per_mwyr_steamturbine(gen[y]), - inv_cost_per_tonyr_absorber(gen[y]), inv_cost_per_mwyr_compressor(gen[y]), - inv_cost_per_tonyr_regenerator(gen[y]), inv_cost_per_tonyr_solventstorage_rich(gen[y]), - inv_cost_per_tonyr_solventstorage_lean(gen[y]) - solvent_storage_dict[y, "fom_cost"] = fixed_om_cost_per_mwyr_gasturbine(gen[y]), fixed_om_cost_per_mwyr_steamturbine(gen[y]), - fixed_om_cost_per_tonyr_absorber(gen[y]), fixed_om_cost_per_mwyr_compressor(gen[y]), - fixed_om_cost_per_tonyr_regenerator(gen[y]), fixed_om_cost_per_tonyr_solventstorage_rich(gen[y]), - fixed_om_cost_per_tonyr_solventstorage_lean(gen[y]) - solvent_storage_dict[y, "vom_cost"] = var_om_cost_per_mwh_gasturbine(gen[y]), var_om_cost_per_mwh_steamturbine(gen[y]), - var_om_cost_per_ton_absorber(gen[y]), var_om_cost_per_mwh_compressor(gen[y]), - var_om_cost_per_ton_regenerator(gen[y]), var_om_cost_per_ton_solventstorage_rich(gen[y]), - var_om_cost_per_ton_solventstorage_lean(gen[y]) - solvent_storage_dict[y, "cap_size"] = cap_size_mw_gasturbine(gen[y]), cap_size_mw_steamturbine(gen[y]), - cap_size_ton_absorber(gen[y]), cap_size_mw_compressor(gen[y]), - cap_size_ton_regenerator(gen[y]), cap_size_ton_solventstorage_rich(gen[y]), - cap_size_ton_solventstorage_lean(gen[y]) - solvent_storage_dict[y, "start_cost"] = start_cost_per_mw_gasturbine(gen[y]), start_cost_per_mw_steamturbine(gen[y]), - start_cost_per_ton_absorber(gen[y]), start_cost_per_mw_compressor(gen[y]), - start_cost_per_ton_regenerator(gen[y]), start_cost_per_ton_solventstorage_rich(gen[y]), - start_cost_per_ton_solventstorage_lean(gen[y]) - solvent_storage_dict[y,"start_fuel"] = start_fuel_mmbtu_per_mw_gasturbine(gen[y]), start_fuel_mmbtu_per_mw_steamturbine(gen[y]), + solvent_storage_dict[y, "inv_cost"] = get_attr(gen[y], :inv_cost_per_mwyr_gasturbine, default_zero), get_attr(gen[y], :inv_cost_per_mwyr_steamturbine, default_zero), + get_attr(gen[y], :inv_cost_per_tonyr_absorber, default_zero), get_attr(gen[y], :inv_cost_per_mwyr_compressor, default_zero), + get_attr(gen[y], :inv_cost_per_tonyr_regenerator, default_zero), get_attr(gen[y], :inv_cost_per_tonyr_solventstorage_rich, default_zero), + get_attr(gen[y], :inv_cost_per_tonyr_solventstorage_lean, default_zero) + solvent_storage_dict[y, "fom_cost"] = get_attr(gen[y], :fixed_om_cost_per_mwyr_gasturbine, default_zero), get_attr(gen[y], :fixed_om_cost_per_mwyr_steamturbine, default_zero), + get_attr(gen[y], :fixed_om_cost_per_tonyr_absorber, default_zero), get_attr(gen[y], :fixed_om_cost_per_mwyr_compressor, default_zero), + get_attr(gen[y], :fixed_om_cost_per_tonyr_regenerator, default_zero), get_attr(gen[y], :fixed_om_cost_per_tonyr_solventstorage_rich, default_zero), + get_attr(gen[y], :fixed_om_cost_per_tonyr_solventstorage_lean, default_zero) + solvent_storage_dict[y, "vom_cost"] = get_attr(gen[y], :var_om_cost_per_mwh_gasturbine, default_zero), get_attr(gen[y], :var_om_cost_per_mwh_steamturbine, default_zero), + get_attr(gen[y], :var_om_cost_per_ton_absorber, default_zero), get_attr(gen[y], :var_om_cost_per_mwh_compressor, default_zero), + get_attr(gen[y], :var_om_cost_per_ton_regenerator, default_zero), get_attr(gen[y], :var_om_cost_per_ton_solventstorage_rich, default_zero), + get_attr(gen[y], :var_om_cost_per_ton_solventstorage_lean, default_zero) + solvent_storage_dict[y, "cap_size"] = get_attr(gen[y], :ap_size_mw_gasturbine, 1), get_attr(gen[y], :cap_size_mw_steamturbine, 1), + get_attr(gen[y], :cap_size_ton_absorber, 1), get_attr(gen[y], :cap_size_mw_compressor, 1), + get_attr(gen[y], :cap_size_ton_regenerator, 1), get_attr(gen[y], :cap_size_ton_solventstorage_rich, 1), + get_attr(gen[y], :cap_size_ton_solventstorage_lean, 1) + solvent_storage_dict[y, "start_cost"] = get_attr(gen[y], :start_cost_per_mw_gasturbine, default_zero), get_attr(gen[y], :start_cost_per_mw_steamturbine, default_zero), + get_attr(gen[y], :start_cost_per_ton_absorber, default_zero), get_attr(gen[y], :start_cost_per_mw_compressor, default_zero), + get_attr(gen[y], :start_cost_per_ton_regenerator, default_zero), get_attr(gen[y], :start_cost_per_ton_solventstorage_rich, default_zero), + get_attr(gen[y], :start_cost_per_ton_solventstorage_lean, default_zero) + solvent_storage_dict[y,"start_fuel"] = get_attr(gen[y], :start_fuel_mmbtu_per_mw_gasturbine, default_zero), get_attr(gen[y], :start_fuel_mmbtu_per_mw_steamturbine, default_zero) 0, 0, 0, 0, 0 - solvent_storage_dict[y, "min_power"] = min_power_gasturbine(gen[y]), min_power_steamturbine(gen[y]), - min_power_absorber(gen[y]), min_power_compressor(gen[y]), - min_power_regenerator(gen[y]) - solvent_storage_dict[y, "up_time"] = up_time_gasturbine(gen[y]), up_time_steamturbine(gen[y]), - up_time_absorber(gen[y]), up_time_compressor(gen[y]), - up_time_regenerator(gen[y]), 0, 0 - solvent_storage_dict[y, "down_time"] = dn_time_gasturbine(gen[y]), dn_time_steamturbine(gen[y]), - dn_time_absorber(gen[y]), dn_time_compressor(gen[y]), - dn_time_regenerator(gen[y]), 0, 0 - solvent_storage_dict[y, "ramp_up"] = ramp_up_gasturbine(gen[y]), ramp_up_steamturbine(gen[y]), - ramp_up_absorber(gen[y]), ramp_up_compressor(gen[y]), - ramp_up_regenerator(gen[y]), 0, 0 - solvent_storage_dict[y, "ramp_dn"] = ramp_dn_gasturbine(gen[y]), ramp_dn_steamturbine(gen[y]), - ramp_dn_absorber(gen[y]), ramp_dn_compressor(gen[y]), - ramp_dn_regenerator(gen[y]), 0, 0 - solvent_storage_dict[y, "existing_cap"] = existing_cap_mw_gasturbine(gen[y]), existing_cap_mw_steamturbine(gen[y]), - existing_cap_ton_absorber(gen[y]), existing_cap_mw_compressor(gen[y]), - existing_cap_ton_regenerator(gen[y]), existing_cap_ton_solventstorage_rich(gen[y]), - existing_cap_ton_solventstorage_lean(gen[y]) - solvent_storage_dict[y, "max_cap"] = max_cap_mw_gasturbine(gen[y]), max_cap_mw_steamturbine(gen[y]), - max_cap_ton_absorber(gen[y]), max_cap_mw_compressor(gen[y]), - max_cap_ton_regenerator(gen[y]), max_cap_ton_solventstorage_rich(gen[y]), - max_cap_ton_solventstorage_lean(gen[y]) - solvent_storage_dict[y, "min_cap"] = min_cap_mw_gasturbine(gen[y]), min_cap_mw_steamturbine(gen[y]), - min_cap_ton_absorber(gen[y]), min_cap_mw_compressor(gen[y]), - min_cap_ton_regenerator(gen[y]), min_cap_ton_solventstorage_rich(gen[y]), - min_cap_ton_solventstorage_lean(gen[y]) - + solvent_storage_dict[y, "min_power"] = get_attr(gen[y], :min_power_gasturbine, default_zero), get_attr(gen[y], :min_power_steamturbine, default_zero), + get_attr(gen[y], :min_power_absorber, default_zero), get_attr(gen[y], :min_power_compressor, default_zero), + get_attr(gen[y], :min_power_regenerator, default_zero), get_attr(gen[y], :min_power_solventstorage_rich, default_zero), + get_attr(gen[y], :min_power_solventstorage_lean, default_zero) + solvent_storage_dict[y, "up_time"] = get_attr(gen[y], :up_time_gasturbine, default_zero), get_attr(gen[y], :up_time_steamturbine, default_zero), + get_attr(gen[y], :up_time_absorber, default_zero), get_attr(gen[y], :up_time_compressor, default_zero), + get_attr(gen[y], :up_time_regenerator, default_zero), 0, 0 + solvent_storage_dict[y, "down_time"] = get_attr(gen[y], :dn_time_gasturbine, default_zero), get_attr(gen[y], :dn_time_steamturbine, default_zero), + get_attr(gen[y], :dn_time_absorber, default_zero), get_attr(gen[y], :dn_time_compressor, default_zero), + get_attr(gen[y], :dn_time_regenerator, default_zero), 0, 0 + solvent_storage_dict[y, "ramp_up"] = get_attr(gen[y], :ramp_up_gasturbine, default_percent), get_attr(gen[y], :ramp_up_steamturbine, default_percent), + get_attr(gen[y], :ramp_up_absorber, default_percent), get_attr(gen[y], :ramp_up_compressor, default_percent), + get_attr(gen[y], :ramp_up_regenerator, default_percent), 0, 0 + solvent_storage_dict[y, "ramp_dn"] = get_attr(gen[y], :ramp_dn_gasturbine, default_percent), get_attr(gen[y], :ramp_dn_steamturbine, default_percent), + get_attr(gen[y], :ramp_dn_absorber, default_percent), get_attr(gen[y], :ramp_dn_compressor, default_percent), + get_attr(gen[y], :ramp_dn_regenerator, default_percent), 0, 0 + solvent_storage_dict[y, "existing_cap"] = get_attr(gen[y], :existing_cap_mw_gasturbine, default_zero), get_attr(gen[y], :existing_cap_mw_steamturbine, default_zero), + get_attr(gen[y], :existing_cap_ton_absorber, default_zero), get_attr(gen[y], :existing_cap_mw_compressor, default_zero), + get_attr(gen[y], :existing_cap_ton_regenerator, default_zero), get_attr(gen[y], :existing_cap_ton_solventstorage_rich, default_zero), + get_attr(gen[y], :existing_cap_ton_solventstorage_lean, default_zero) + solvent_storage_dict[y, "max_cap"] = get_attr(gen[y], :max_cap_mw_gasturbine, default_minmax_cap), get_attr(gen[y], :max_cap_mw_steamturbine, default_minmax_cap), + get_attr(gen[y], :max_cap_ton_absorber, default_minmax_cap), get_attr(gen[y], :max_cap_mw_compressor, default_minmax_cap), + get_attr(gen[y], :max_cap_ton_regenerator, default_minmax_cap), get_attr(gen[y], :max_cap_ton_solventstorage_rich, default_minmax_cap), + get_attr(gen[y], :max_cap_ton_solventstorage_lean, default_minmax_cap) + solvent_storage_dict[y, "min_cap"] = get_attr(gen[y], :min_cap_mw_gasturbine, default_minmax_cap), get_attr(gen[y], :min_cap_mw_steamturbine, default_minmax_cap), + get_attr(gen[y], :min_cap_ton_absorber, default_minmax_cap), get_attr(gen[y], :min_cap_mw_compressor, default_minmax_cap), + get_attr(gen[y], :min_cap_ton_regenerator, default_minmax_cap), get_attr(gen[y], :min_cap_ton_solventstorage_rich, default_minmax_cap), + get_attr(gen[y], :min_cap_ton_solventstorage_lean, default_minmax_cap) end inputs["solvent_storage_dict"] = solvent_storage_dict diff --git a/src/model/resources/resources.jl b/src/model/resources/resources.jl index 7db631e544..744ee2b925 100644 --- a/src/model/resources/resources.jl +++ b/src/model/resources/resources.jl @@ -1151,105 +1151,6 @@ Returns the indices of all CCS_SOLVENT_STORAGE resources in the vector `rs`. """ ccs_solvent_storage(rs::Vector{T}) where {T <: AbstractResource} = findall(r -> isa(r, CCSSolventStorage), rs) -# cap size of each component -cap_size_mw_gasturbine(r::AbstractResource) = get(r, :cap_size_mw_gasturbine, default_percent) -cap_size_mw_steamturbine(r::AbstractResource) = get(r, :cap_size_mw_steamturbine, default_percent) -cap_size_ton_absorber(r::AbstractResource) = get(r, :cap_size_ton_absorber, default_percent) -cap_size_mw_compressor(r::AbstractResource) = get(r, :cap_size_mw_compressor, default_percent) -cap_size_ton_regenerator(r::AbstractResource) = get(r, :cap_size_ton_regenerator, default_percent) -cap_size_ton_solventstorage_rich(r::AbstractResource) = get(r, :cap_size_ton_solventstorage_rich, default_percent) -cap_size_ton_solventstorage_lean(r::AbstractResource) = get(r, :cap_size_ton_solventstorage_lean, default_percent) - -#cost related to ccs with solvent storage -inv_cost_per_mwyr_gasturbine(r::AbstractResource) = get(r, :inv_cost_per_mwyr_gasturbine, default_zero) -inv_cost_per_mwyr_steamturbine(r::AbstractResource) = get(r, :inv_cost_per_mwyr_steamturbine, default_zero) -inv_cost_per_tonyr_absorber(r::AbstractResource) = get(r, :inv_cost_per_tonyr_absorber, default_zero) -inv_cost_per_mwyr_compressor(r::AbstractResource) = get(r, :inv_cost_per_mwyr_compressor, default_zero) -inv_cost_per_tonyr_regenerator(r::AbstractResource) = get(r, :inv_cost_per_tonyr_regenerator, default_zero) -inv_cost_per_tonyr_solventstorage_rich(r::AbstractResource) = get(r, :inv_cost_per_tonyr_solventstorage_rich, default_zero) -inv_cost_per_tonyr_solventstorage_lean(r::AbstractResource) = get(r, :inv_cost_per_tonyr_solventstorage_lean, default_zero) - -fixed_om_cost_per_mwyr_gasturbine(r::AbstractResource) = get(r, :fixed_om_cost_per_mwyr_gasturbine, default_zero) -fixed_om_cost_per_mwyr_steamturbine(r::AbstractResource) = get(r, :fixed_om_cost_per_mwyr_steamturbine, default_zero) -fixed_om_cost_per_tonyr_absorber(r::AbstractResource) = get(r, :fixed_om_cost_per_tonyr_absorber, default_zero) -fixed_om_cost_per_mwyr_compressor(r::AbstractResource) = get(r, :fixed_om_cost_per_mwyr_compressor, default_zero) -fixed_om_cost_per_tonyr_regenerator(r::AbstractResource) = get(r, :fixed_om_cost_per_tonyr_regenerator, default_zero) -fixed_om_cost_per_tonyr_solventstorage_rich(r::AbstractResource) = get(r, :fixed_om_cost_per_tonyr_solventstorage_rich, default_zero) -fixed_om_cost_per_tonyr_solventstorage_lean(r::AbstractResource) = get(r, :fixed_om_cost_per_tonyr_solventstorage_lean, default_zero) - -var_om_cost_per_mwh_gasturbine(r::AbstractResource) = get(r, :var_om_cost_per_mwh_gasturbine, default_zero) -var_om_cost_per_mwh_steamturbine(r::AbstractResource) = get(r, :var_om_cost_per_mwh_steamturbine, default_zero) -var_om_cost_per_ton_absorber(r::AbstractResource) = get(r, :var_om_cost_per_ton_absorber, default_zero) -var_om_cost_per_mwh_compressor(r::AbstractResource) = get(r, :var_om_cost_per_mwh_compressor, default_zero) -var_om_cost_per_ton_regenerator(r::AbstractResource) = get(r, :var_om_cost_per_ton_regenerator, default_zero) -var_om_cost_per_ton_solventstorage_rich(r::AbstractResource) = get(r, :var_om_cost_per_ton_solventstorage_rich, default_zero) -var_om_cost_per_ton_solventstorage_lean(r::AbstractResource) = get(r, :var_om_cost_per_ton_solventstorage_lean, default_zero) - -start_cost_per_mw_gasturbine(r::AbstractResource) = get(r, :start_cost_per_mw_gasturbine, default_zero) -start_cost_per_mw_steamturbine(r::AbstractResource) = get(r, :start_cost_per_mw_steamturbine, default_zero) -start_cost_per_ton_absorber(r::AbstractResource) = get(r, :start_cost_per_ton_absorber, default_zero) -start_cost_per_mw_compressor(r::AbstractResource) = get(r, :start_cost_per_mw_compressor, default_zero) -start_cost_per_ton_regenerator(r::AbstractResource) = get(r, :start_cost_per_ton_regenerator, default_zero) -start_cost_per_ton_solventstorage_rich(r::AbstractResource) = get(r, :start_cost_per_ton_solventstorage_rich, default_zero) -start_cost_per_ton_solventstorage_lean(r::AbstractResource) = get(r, :start_cost_per_ton_solventstorage_lean, default_zero) - -start_fuel_mmbtu_per_mw_gasturbine(r::AbstractResource) = get(r, :start_fuel_mmbtu_per_mw_gasturbine, default_zero) -start_fuel_mmbtu_per_mw_steamturbine(r::AbstractResource) = get(r, :start_fuel_mmbtu_per_mw_steamturbine, default_zero) - -# unit commitment for ccs with solvent storage, only for turbines, absorbers, compressors, and regenerators -min_power_gasturbine(r::AbstractResource) = get(r, :min_power_percentage_gasturbine, default_zero) -min_power_steamturbine(r::AbstractResource) = get(r, :min_power_percentage_steamturbine, default_zero) -min_power_absorber(r::AbstractResource) = get(r, :min_power_percentage_absorber, default_zero) -min_power_compressor(r::AbstractResource) = get(r, :min_power_percentage_compressor, default_zero) -min_power_regenerator(r::AbstractResource) = get(r, :min_power_percentage_regenerator, default_zero) - -ramp_up_gasturbine(r::AbstractResource) = get(r, :ramp_up_percentage_gasturbine, default_percent) -ramp_up_steamturbine(r::AbstractResource) = get(r, :ramp_up_percentage_steamturbine, default_percent) -ramp_up_absorber(r::AbstractResource) = get(r, :ramp_up_percentage_absorber, default_percent) -ramp_up_compressor(r::AbstractResource) = get(r, :ramp_up_percentage_compressor, default_percent) -ramp_up_regenerator(r::AbstractResource) = get(r, :ramp_up_percentage_regenerator, default_percent) - -ramp_dn_gasturbine(r::AbstractResource) = get(r, :ramp_dn_percentage_gasturbine, default_percent) -ramp_dn_steamturbine(r::AbstractResource) = get(r, :ramp_dn_percentage_steamturbine, default_percent) -ramp_dn_absorber(r::AbstractResource) = get(r, :ramp_dn_percentage_absorber, default_percent) -ramp_dn_compressor(r::AbstractResource) = get(r, :ramp_dn_percentage_compressor, default_percent) -ramp_dn_regenerator(r::AbstractResource) = get(r, :ramp_dn_percentage_regenerator, default_percent) - -up_time_gasturbine(r::AbstractResource) = get(r, :up_time_gasturbine, default_zero) -up_time_steamturbine(r::AbstractResource) = get(r, :up_time_steamturbine, default_zero) -up_time_absorber(r::AbstractResource) = get(r, :up_time_absorber, default_zero) -up_time_compressor(r::AbstractResource) = get(r, :up_time_compressor, default_zero) -up_time_regenerator(r::AbstractResource) = get(r, :up_time_regenerator, default_zero) - -dn_time_gasturbine(r::AbstractResource) = get(r, :dn_time_gasturbine, default_zero) -dn_time_steamturbine(r::AbstractResource) = get(r, :dn_time_steamturbine, default_zero) -dn_time_absorber(r::AbstractResource) = get(r, :dn_time_absorber, default_zero) -dn_time_compressor(r::AbstractResource) = get(r, :dn_time_compressor, default_zero) -dn_time_regenerator(r::AbstractResource) = get(r, :dn_time_regenerator, default_zero) - -existing_cap_mw_gasturbine(r::AbstractResource) = get(r, :existing_cap_mw_gasturbine, default_zero) -existing_cap_mw_steamturbine(r::AbstractResource) = get(r, :existing_cap_mw_steamturbine, default_zero) -existing_cap_ton_absorber(r::AbstractResource) = get(r, :existing_cap_ton_absorber, default_zero) -existing_cap_mw_compressor(r::AbstractResource) = get(r, :existing_cap_mw_compressor, default_zero) -existing_cap_ton_regenerator(r::AbstractResource) = get(r, :existing_cap_ton_regenerator, default_zero) -existing_cap_ton_solventstorage_rich(r::AbstractResource) = get(r, :existing_cap_ton_solventstorage_rich, default_zero) -existing_cap_ton_solventstorage_lean(r::AbstractResource) = get(r, :existing_cap_ton_solventstorage_lean, default_zero) - -max_cap_mw_gasturbine(r::AbstractResource) = get(r, :max_cap_mw_gasturbine, default_minmax_cap) -max_cap_mw_steamturbine(r::AbstractResource) = get(r, :max_cap_mw_steamturbine, default_minmax_cap) -max_cap_ton_absorber(r::AbstractResource) = get(r, :max_cap_ton_absorber, default_minmax_cap) -max_cap_mw_compressor(r::AbstractResource) = get(r, :max_cap_mw_compressor, default_minmax_cap) -max_cap_ton_regenerator(r::AbstractResource) = get(r, :max_cap_ton_regenerator, default_minmax_cap) -max_cap_ton_solventstorage_rich(r::AbstractResource) = get(r, :max_cap_ton_solventstorage_rich, default_minmax_cap) -max_cap_ton_solventstorage_lean(r::AbstractResource) = get(r, :max_cap_ton_solventstorage_lean, default_minmax_cap) - -min_cap_mw_gasturbine(r::AbstractResource) = get(r, :min_cap_mw_gasturbine, default_minmax_cap) -min_cap_mw_steamturbine(r::AbstractResource) = get(r, :min_cap_mw_steamturbine, default_minmax_cap) -min_cap_ton_absorber(r::AbstractResource) = get(r, :min_cap_ton_absorber, default_minmax_cap) -min_cap_mw_compressor(r::AbstractResource) = get(r, :min_cap_mw_compressor, default_minmax_cap) -min_cap_ton_regenerator(r::AbstractResource) = get(r, :min_cap_ton_regenerator, default_minmax_cap) -min_cap_ton_solventstorage_rich(r::AbstractResource) = get(r, :min_cap_ton_solventstorage_rich, default_minmax_cap) -min_cap_ton_solventstorage_lean(r::AbstractResource) = get(r, :min_cap_ton_solventstorage_lean, default_minmax_cap) ## policies # co-located storage From 525122521fa0ea0cbbae8936185a6c49b2fed86d Mon Sep 17 00:00:00 2001 From: ql0320 Date: Thu, 6 Feb 2025 20:15:52 -0500 Subject: [PATCH 18/25] fix bug in write_capacity for ccs-ss --- src/write_outputs/write_capacity.jl | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/write_outputs/write_capacity.jl b/src/write_outputs/write_capacity.jl index b943b9bbe5..211b740382 100755 --- a/src/write_outputs/write_capacity.jl +++ b/src/write_outputs/write_capacity.jl @@ -118,8 +118,8 @@ function write_capacity(path::AbstractString, inputs::Dict, setup::Dict, EP::Mod # eExistingCap_CCS_SS[gasturbine] + eExistingCap_CCS_SS[steamturbine] instead of existing_cap_mw # eTotalCap_CCS_SS[gasturbine] + eTotalCap_CCS_SS[steamturbine]instead of eTotalCap for y in CCS_SOLVENT_STORAGE - startcap[y] = value(EP[:eExistingCap_CCS_SS][i, gasturbine]) + value(EP[:eExistingCap_CCS_SS][i, steamturbine]) - endcap[y] = value(EP[:eTotalCap_CCS_SS][i, gasturbine]) + value(EP[:eTotalCap_CCS_SS][i, steamturbine]) + startcap[y] = value(EP[:eExistingCap_CCS_SS][y, gasturbine]) + value(EP[:eExistingCap_CCS_SS][y, steamturbine]) + endcap[y] = value(EP[:eTotalCap_CCS_SS][y, gasturbine]) + value(EP[:eTotalCap_CCS_SS][y, steamturbine]) end dfCap = DataFrame(Resource = inputs["RESOURCE_NAMES"], From 01a0e6b913d1a491ae3d2ae3cadea56e304ae03d Mon Sep 17 00:00:00 2001 From: ql0320 Date: Fri, 7 Feb 2025 09:09:30 -0500 Subject: [PATCH 19/25] fixed a typo in doc string in fuel.jl --- src/model/core/fuel.jl | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/model/core/fuel.jl b/src/model/core/fuel.jl index 51dfa6d60e..0fd706020e 100644 --- a/src/model/core/fuel.jl +++ b/src/model/core/fuel.jl @@ -19,7 +19,7 @@ the fact that most generators have a decreasing heat rate as a function of load. The fuel consumption for power generation $vFuel_{y,t}$ is determined by power generation ($vP_{y,t}$) mutiplied by the corresponding heat rate ($Heat\_Rate_y$). The fuel costs for power generation and start fuel for a plant $y$ at time $t$, -denoted by $eCFuelOut_{y,t}$ and $eFuelStart$, are determined by fuel consumption ($vFuel_{y,t}$ +denoted by $eCFuelOut_{y,t}$ and $eStartFuel$, are determined by fuel consumption ($vFuel_{y,t}$ and $eStartFuel$) multiplied by the fuel costs (\$/MMBTU) (2). Piecewise-linear approximation With this formulation, the heat rate of generators becomes a function of load. From 281091bed5c3ed247b3bb4e13f9c6af5a4795752 Mon Sep 17 00:00:00 2001 From: lbonaldo Date: Tue, 8 Jul 2025 22:40:07 +0200 Subject: [PATCH 20/25] Rename example case --- .../README.md | 8 ++++---- .../Run.jl | 0 .../policies/CO2_cap.csv | 0 .../policies/Capacity_reserve_margin.csv | 0 .../policies/Energy_share_requirement.csv | 0 .../policies/Minimum_capacity_requirement.csv | 0 .../resources/CCS_Solvent_Storage.csv | 0 .../resources/Storage.csv | 0 .../resources/Thermal.csv | 0 .../resources/Vre.csv | 0 .../Resource_capacity_reserve_margin.csv | 0 .../Resource_energy_share_requirement.csv | 0 .../Resource_minimum_capacity_requirement.csv | 0 .../settings/clp_settings.yml | 0 .../settings/cplex_settings.yml | 0 .../settings/genx_settings.yml | 11 +++++------ .../settings/gurobi_settings.yml | 0 .../settings/highs_settings.yml | 0 .../settings/time_domain_reduction_settings.yml | 0 .../system/Demand_data.csv | 0 .../system/Fuels_data.csv | 0 .../system/Generators_variability.csv | 0 .../system/Network.csv | 0 23 files changed, 9 insertions(+), 10 deletions(-) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/README.md (72%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/Run.jl (100%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/policies/CO2_cap.csv (100%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/policies/Capacity_reserve_margin.csv (100%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/policies/Energy_share_requirement.csv (100%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/policies/Minimum_capacity_requirement.csv (100%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/resources/CCS_Solvent_Storage.csv (100%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/resources/Storage.csv (100%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/resources/Thermal.csv (100%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/resources/Vre.csv (100%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/resources/policy_assignments/Resource_capacity_reserve_margin.csv (100%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/resources/policy_assignments/Resource_energy_share_requirement.csv (100%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/resources/policy_assignments/Resource_minimum_capacity_requirement.csv (100%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/settings/clp_settings.yml (100%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/settings/cplex_settings.yml (100%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/settings/genx_settings.yml (81%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/settings/gurobi_settings.yml (100%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/settings/highs_settings.yml (100%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/settings/time_domain_reduction_settings.yml (100%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/system/Demand_data.csv (100%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/system/Fuels_data.csv (100%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/system/Generators_variability.csv (100%) rename example_systems/{11_three_zones_CCS_solvent_storage => 12_three_zones_CCS_solvent_storage}/system/Network.csv (100%) diff --git a/example_systems/11_three_zones_CCS_solvent_storage/README.md b/example_systems/12_three_zones_CCS_solvent_storage/README.md similarity index 72% rename from example_systems/11_three_zones_CCS_solvent_storage/README.md rename to example_systems/12_three_zones_CCS_solvent_storage/README.md index ec96f7efd9..7c293e718d 100644 --- a/example_systems/11_three_zones_CCS_solvent_storage/README.md +++ b/example_systems/12_three_zones_CCS_solvent_storage/README.md @@ -1,6 +1,6 @@ -# Three Zones +# Three Zones with CCS with Solvent Storage -**Three Zones**, a one-year example with hourly resolution, contains zones representing Massachusetts, Connecticut, and Maine. The ten represented resources include natural gas, solar PV, wind, and lithium-ion battery storage. +**Three Zones with CCS with Solvent Storage**, a one-year example with hourly resolution, contains zones representing Massachusetts, Connecticut, and Maine. The thirteen represented resources include natural gas, solar PV, wind, lithium-ion battery storage, and CCS with solvent storage. To run the model, first navigate to the example directory: @@ -8,12 +8,12 @@ To run the model, first navigate to the example directory: ```bash $ julia -julia> cd("example_systems/1_three_zones") +julia> cd("example_systems/12_three_zones_CCS_solvent_storage") ``` - Using a terminal or command prompt: ```bash -$ cd example_systems/1_three_zones +$ cd example_systems/12_three_zones_CCS_solvent_storage ``` Next, ensure that your settings in `settings/genx_settings.yml` are correct. The default settings use the solver `HiGHS`, time domain reduced input data (`TimeDomainReduction: 1`) and minimum capacity requirement policy (`MinCapReq: 1`) as specified in the `policies/Minimum_capacity_requirement.csv` file. Other optional policies include a capacity reserve margin, an energy share requirement (such as renewable portfolio standard (RPS) or clean electricity standard (CES) policies), a CO2 emissions cap, and a maximum capacity requirement policy (see the documentation for more details). For this example, a rate-based carbon cap of 50 gCO2 per kWh is specified in the `policies/CO2_cap.csv` input file. diff --git a/example_systems/11_three_zones_CCS_solvent_storage/Run.jl b/example_systems/12_three_zones_CCS_solvent_storage/Run.jl similarity index 100% rename from example_systems/11_three_zones_CCS_solvent_storage/Run.jl rename to example_systems/12_three_zones_CCS_solvent_storage/Run.jl diff --git a/example_systems/11_three_zones_CCS_solvent_storage/policies/CO2_cap.csv b/example_systems/12_three_zones_CCS_solvent_storage/policies/CO2_cap.csv similarity index 100% rename from example_systems/11_three_zones_CCS_solvent_storage/policies/CO2_cap.csv rename to example_systems/12_three_zones_CCS_solvent_storage/policies/CO2_cap.csv diff --git a/example_systems/11_three_zones_CCS_solvent_storage/policies/Capacity_reserve_margin.csv b/example_systems/12_three_zones_CCS_solvent_storage/policies/Capacity_reserve_margin.csv similarity index 100% rename from example_systems/11_three_zones_CCS_solvent_storage/policies/Capacity_reserve_margin.csv rename to example_systems/12_three_zones_CCS_solvent_storage/policies/Capacity_reserve_margin.csv diff --git a/example_systems/11_three_zones_CCS_solvent_storage/policies/Energy_share_requirement.csv b/example_systems/12_three_zones_CCS_solvent_storage/policies/Energy_share_requirement.csv similarity index 100% rename from example_systems/11_three_zones_CCS_solvent_storage/policies/Energy_share_requirement.csv rename to example_systems/12_three_zones_CCS_solvent_storage/policies/Energy_share_requirement.csv diff --git a/example_systems/11_three_zones_CCS_solvent_storage/policies/Minimum_capacity_requirement.csv b/example_systems/12_three_zones_CCS_solvent_storage/policies/Minimum_capacity_requirement.csv similarity index 100% rename from example_systems/11_three_zones_CCS_solvent_storage/policies/Minimum_capacity_requirement.csv rename to example_systems/12_three_zones_CCS_solvent_storage/policies/Minimum_capacity_requirement.csv diff --git a/example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage.csv b/example_systems/12_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage.csv similarity index 100% rename from example_systems/11_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage.csv rename to example_systems/12_three_zones_CCS_solvent_storage/resources/CCS_Solvent_Storage.csv diff --git a/example_systems/11_three_zones_CCS_solvent_storage/resources/Storage.csv b/example_systems/12_three_zones_CCS_solvent_storage/resources/Storage.csv similarity index 100% rename from example_systems/11_three_zones_CCS_solvent_storage/resources/Storage.csv rename to example_systems/12_three_zones_CCS_solvent_storage/resources/Storage.csv diff --git a/example_systems/11_three_zones_CCS_solvent_storage/resources/Thermal.csv b/example_systems/12_three_zones_CCS_solvent_storage/resources/Thermal.csv similarity index 100% rename from example_systems/11_three_zones_CCS_solvent_storage/resources/Thermal.csv rename to example_systems/12_three_zones_CCS_solvent_storage/resources/Thermal.csv diff --git a/example_systems/11_three_zones_CCS_solvent_storage/resources/Vre.csv b/example_systems/12_three_zones_CCS_solvent_storage/resources/Vre.csv similarity index 100% rename from example_systems/11_three_zones_CCS_solvent_storage/resources/Vre.csv rename to example_systems/12_three_zones_CCS_solvent_storage/resources/Vre.csv diff --git a/example_systems/11_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_capacity_reserve_margin.csv b/example_systems/12_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_capacity_reserve_margin.csv similarity index 100% rename from example_systems/11_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_capacity_reserve_margin.csv rename to example_systems/12_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_capacity_reserve_margin.csv diff --git a/example_systems/11_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_energy_share_requirement.csv b/example_systems/12_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_energy_share_requirement.csv similarity index 100% rename from example_systems/11_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_energy_share_requirement.csv rename to example_systems/12_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_energy_share_requirement.csv diff --git a/example_systems/11_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_minimum_capacity_requirement.csv b/example_systems/12_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_minimum_capacity_requirement.csv similarity index 100% rename from example_systems/11_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_minimum_capacity_requirement.csv rename to example_systems/12_three_zones_CCS_solvent_storage/resources/policy_assignments/Resource_minimum_capacity_requirement.csv diff --git a/example_systems/11_three_zones_CCS_solvent_storage/settings/clp_settings.yml b/example_systems/12_three_zones_CCS_solvent_storage/settings/clp_settings.yml similarity index 100% rename from example_systems/11_three_zones_CCS_solvent_storage/settings/clp_settings.yml rename to example_systems/12_three_zones_CCS_solvent_storage/settings/clp_settings.yml diff --git a/example_systems/11_three_zones_CCS_solvent_storage/settings/cplex_settings.yml b/example_systems/12_three_zones_CCS_solvent_storage/settings/cplex_settings.yml similarity index 100% rename from example_systems/11_three_zones_CCS_solvent_storage/settings/cplex_settings.yml rename to example_systems/12_three_zones_CCS_solvent_storage/settings/cplex_settings.yml diff --git a/example_systems/11_three_zones_CCS_solvent_storage/settings/genx_settings.yml b/example_systems/12_three_zones_CCS_solvent_storage/settings/genx_settings.yml similarity index 81% rename from example_systems/11_three_zones_CCS_solvent_storage/settings/genx_settings.yml rename to example_systems/12_three_zones_CCS_solvent_storage/settings/genx_settings.yml index 4720e6177e..148c822a12 100644 --- a/example_systems/11_three_zones_CCS_solvent_storage/settings/genx_settings.yml +++ b/example_systems/12_three_zones_CCS_solvent_storage/settings/genx_settings.yml @@ -1,15 +1,14 @@ NetworkExpansion: 1 # Transmission network expansionl; 0 = not active; 1 = active systemwide Trans_Loss_Segments: 1 # Number of segments used in piecewise linear approximation of transmission losses; 1 = linear, >2 = piecewise quadratic -EnergyShareRequirement: 0 # Minimum qualifying renewables penetration; 0 = not active; 1 = active systemwide -CapacityReserveMargin: 0 # Number of capacity reserve margin constraints; 0 = not active; 1 = active systemwide +EnergyShareRequirement: 1 # Minimum qualifying renewables penetration; 0 = not active; 1 = active systemwide +CapacityReserveMargin: 1 # Number of capacity reserve margin constraints; 0 = not active; 1 = active systemwide CO2Cap: 1 # CO2 emissions cap; 0 = not active (no CO2 emission limit); 1 = mass-based emission limit constraint; 2 = demand + rate-based emission limit constraint; 3 = generation + rate-based emission limit constraint StorageLosses: 1 # Energy Share Requirement and CO2 constraints account for energy lost; 0 = not active (DO NOT account for energy lost); 1 = active systemwide (DO account for energy lost) -MinCapReq: 0 # Activate minimum technology carveout constraints; 0 = not active; 1 = active -MaxCapReq: 0 # Activate maximum technology carveout constraints; 0 = not active; 1 = active -ParameterScale: 0 # Turn on parameter scaling wherein demand, capacity and power variables are defined in GW rather than MW. 0 = not active; 1 = active systemwide +MinCapReq: 1 # Activate minimum technology carveout constraints; 0 = not active; 1 = active WriteShadowPrices: 1 # Write shadow prices of LP or relaxed MILP; 0 = not active; 1 = active UCommit: 2 # Unit committment of thermal power plants; 0 = not active; 1 = active using integer clestering; 2 = active using linearized clustering TimeDomainReduction: 1 # Time domain reduce (i.e. cluster) inputs based on Demand_data.csv, Generators_variability.csv, and Fuels_data.csv; 0 = not active (use input data as provided); 0 = active (cluster input data, or use data that has already been clustered) EnableJuMPStringNames: true ComputeConflicts: 1 -FlexibleCCS: 1 # Use of the solvent storage; 1 = allow absorber and regenerator to operate independently; 0: not allow absorber and regenerator to operate independently (emissions captured by absorber at hour h needs to be sequestrated at hour h, too.) \ No newline at end of file +FlexibleCCS: 1 # Use of the solvent storage; 1 = allow absorber and regenerator to operate independently; 0: not allow absorber and regenerator to operate independently (emissions captured by absorber at hour h needs to be sequestrated at hour h, too.) +ParameterScale: 0 # Turn on parameter scaling wherein demand, capacity and power variables are defined in GW rather than MW. 0 = not active; 1 = active systemwide \ No newline at end of file diff --git a/example_systems/11_three_zones_CCS_solvent_storage/settings/gurobi_settings.yml b/example_systems/12_three_zones_CCS_solvent_storage/settings/gurobi_settings.yml similarity index 100% rename from example_systems/11_three_zones_CCS_solvent_storage/settings/gurobi_settings.yml rename to example_systems/12_three_zones_CCS_solvent_storage/settings/gurobi_settings.yml diff --git a/example_systems/11_three_zones_CCS_solvent_storage/settings/highs_settings.yml b/example_systems/12_three_zones_CCS_solvent_storage/settings/highs_settings.yml similarity index 100% rename from example_systems/11_three_zones_CCS_solvent_storage/settings/highs_settings.yml rename to example_systems/12_three_zones_CCS_solvent_storage/settings/highs_settings.yml diff --git a/example_systems/11_three_zones_CCS_solvent_storage/settings/time_domain_reduction_settings.yml b/example_systems/12_three_zones_CCS_solvent_storage/settings/time_domain_reduction_settings.yml similarity index 100% rename from example_systems/11_three_zones_CCS_solvent_storage/settings/time_domain_reduction_settings.yml rename to example_systems/12_three_zones_CCS_solvent_storage/settings/time_domain_reduction_settings.yml diff --git a/example_systems/11_three_zones_CCS_solvent_storage/system/Demand_data.csv b/example_systems/12_three_zones_CCS_solvent_storage/system/Demand_data.csv similarity index 100% rename from example_systems/11_three_zones_CCS_solvent_storage/system/Demand_data.csv rename to example_systems/12_three_zones_CCS_solvent_storage/system/Demand_data.csv diff --git a/example_systems/11_three_zones_CCS_solvent_storage/system/Fuels_data.csv b/example_systems/12_three_zones_CCS_solvent_storage/system/Fuels_data.csv similarity index 100% rename from example_systems/11_three_zones_CCS_solvent_storage/system/Fuels_data.csv rename to example_systems/12_three_zones_CCS_solvent_storage/system/Fuels_data.csv diff --git a/example_systems/11_three_zones_CCS_solvent_storage/system/Generators_variability.csv b/example_systems/12_three_zones_CCS_solvent_storage/system/Generators_variability.csv similarity index 100% rename from example_systems/11_three_zones_CCS_solvent_storage/system/Generators_variability.csv rename to example_systems/12_three_zones_CCS_solvent_storage/system/Generators_variability.csv diff --git a/example_systems/11_three_zones_CCS_solvent_storage/system/Network.csv b/example_systems/12_three_zones_CCS_solvent_storage/system/Network.csv similarity index 100% rename from example_systems/11_three_zones_CCS_solvent_storage/system/Network.csv rename to example_systems/12_three_zones_CCS_solvent_storage/system/Network.csv From 01f86d286d1f0fc519666115e69a12c73b358c52 Mon Sep 17 00:00:00 2001 From: lbonaldo Date: Tue, 8 Jul 2025 22:56:43 +0200 Subject: [PATCH 21/25] Code cleanup following rebase --- src/load_inputs/load_resources_data.jl | 23 ++-------- src/model/core/discharge/discharge.jl | 2 +- src/model/core/fuel.jl | 11 ++--- .../flexible_ccs/ccs_solvent_storage.jl | 43 +++++++++++++++---- src/write_outputs/write_capacity.jl | 4 +- .../write_ccs_solvent_storage.jl | 9 ++-- src/write_outputs/write_costs.jl | 6 +++ src/write_outputs/write_power_balance.jl | 4 +- 8 files changed, 58 insertions(+), 44 deletions(-) diff --git a/src/load_inputs/load_resources_data.jl b/src/load_inputs/load_resources_data.jl index 5b40bb7a60..75ad33abd6 100644 --- a/src/load_inputs/load_resources_data.jl +++ b/src/load_inputs/load_resources_data.jl @@ -195,8 +195,9 @@ Scales allamcycle attributes in-place if necessary. Generally, these scalings co See documentation for descriptions of each column being scaled. # Arguments -- `allamcycle_in` (DataFrame): A dataframe containing data for flexible ccs (e.g, AllamCycle or - scale_ccssolventstorage_data!(ccs_solvent_storage_in::DataFrame, scale_factor::Float64) +- `allamcycle_in` (DataFrame): A dataframe containing data for Allam Cycle LOX resources. +- `scale_factor` (Float64): A scaling factor for energy and currency units. + """ function scale_allamcycle_data!(allamcycle_in::DataFrame, scale_factor::Float64) columns_to_scale = [ @@ -1525,24 +1526,6 @@ function add_resources_to_input_data!(inputs::Dict, inputs["ZONES_AC_CHARGE"] = zone_id(gen[storage_ac_charge(gen)]) end - # Generic function to get attribute from a resource - """ - get_attr(r::AbstractResource, attr::Symbol, default_value::Real) - - Function to get attribute `attr` from a GenX resource `r`. If the attribute is not found, return `default_value`. - - # Arguments - - `r::AbstractResource`: The resource. - - `attr::Symbol`: The attribute to get. - - `default_value::Real`: The default value to return if the attribute is not found. - - # Returns - - `value::Real`: The value of the attribute. - """ - function get_attr(r::AbstractResource, attr::Symbol, default_value::Real) - return get(r, attr, default_value) - end - ## flexible operation of CCS # Allam Cycle with liquid oxygen (LOX) storage inputs["ALLAM_CYCLE_LOX"] = allam_cycle_lox(gen) diff --git a/src/model/core/discharge/discharge.jl b/src/model/core/discharge/discharge.jl index 3e5aaeb0de..eaca5af974 100644 --- a/src/model/core/discharge/discharge.jl +++ b/src/model/core/discharge/discharge.jl @@ -19,7 +19,7 @@ function discharge!(EP::Model, inputs::Dict, setup::Dict) T = inputs["T"] # Number of time steps Z = inputs["Z"] # Number of zones - CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] # Set of Allam Cycle generators (indices) + CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] ### Variables ### diff --git a/src/model/core/fuel.jl b/src/model/core/fuel.jl index 0fd706020e..924d202b8f 100644 --- a/src/model/core/fuel.jl +++ b/src/model/core/fuel.jl @@ -20,8 +20,9 @@ The fuel consumption for power generation $vFuel_{y,t}$ is determined by power g ($vP_{y,t}$) mutiplied by the corresponding heat rate ($Heat\_Rate_y$). The fuel costs for power generation and start fuel for a plant $y$ at time $t$, denoted by $eCFuelOut_{y,t}$ and $eStartFuel$, are determined by fuel consumption ($vFuel_{y,t}$ -and $eStartFuel$) multiplied by the fuel costs (\$/MMBTU) -(2). Piecewise-linear approximation +and $eStartFuel$) multiplied by the fuel costs (USD/MMBTU) + +(2). Piecewise-linear approximation: With this formulation, the heat rate of generators becomes a function of load. In reality this relationship takes a nonlinear form, but we model it through a piecewise-linear approximation: @@ -94,7 +95,7 @@ function fuel!(EP::Model, inputs::Dict, setup::Dict) MULTI_FUELS = inputs["MULTI_FUELS"] SINGLE_FUEL = inputs["SINGLE_FUEL"] ALLAM_CYCLE_LOX = inputs["ALLAM_CYCLE_LOX"] - CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] + CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] # Set of flexible ccs: NGCC + solvent storage RESOURCES_BY_ZONE = map(1:Z) do z return resources_in_zone_by_rid(gen, z) @@ -243,7 +244,7 @@ function fuel!(EP::Model, inputs::Dict, setup::Dict) end RESOURCES_BY_SINGLE_FUEL = map(1:NUM_FUEL) do f - return intersect(setdiff(resources_with_fuel(gen, fuels[f]), union(ALLAM_CYCLE_LOX, CCS_SOLVENT_STORAGE)), SINGLE_FUEL) + return intersect(setdiff(resources_with_fuel(gen, fuels[f]), ALLAM_CYCLE_LOX), SINGLE_FUEL) end @expression(EP, eFuelConsumption_single[f in 1:NUM_FUEL, t in 1:T], sum(EP[:vFuel][y, t] + EP[:eStartFuel][y, t] @@ -264,7 +265,7 @@ function fuel!(EP::Model, inputs::Dict, setup::Dict) @constraint(EP, cFuelCalculation_single[ - y in intersect(SINGLE_FUEL, setdiff(HAS_FUEL, union(THERM_COMMIT, ALLAM_CYCLE_LOX, CCS_SOLVENT_STORAGE))) + y in intersect(SINGLE_FUEL, setdiff(HAS_FUEL, union(THERM_COMMIT, ALLAM_CYCLE_LOX, CCS_SOLVENT_STORAGE))), t = 1:T], EP[:vFuel][y, t] - EP[:vP][y, t] * heat_rate_mmbtu_per_mwh(gen[y])==0) diff --git a/src/model/resources/flexible_ccs/ccs_solvent_storage.jl b/src/model/resources/flexible_ccs/ccs_solvent_storage.jl index 47ad1b09d1..42e4ff1647 100644 --- a/src/model/resources/flexible_ccs/ccs_solvent_storage.jl +++ b/src/model/resources/flexible_ccs/ccs_solvent_storage.jl @@ -1,5 +1,5 @@ @doc raw""" -ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) + ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) This module models the flexible ccs with solvent storage tank. In this module, the key components of a flexible CCS gas plant are break down into mutiple components with independent capacity decisions: - gas turbines @@ -113,7 +113,7 @@ function ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) if MultiStage == 1 @expression(EP, eExistingCap_CCS_SS[y in CCS_SOLVENT_STORAGE, i = 1:7], vEXISTINGCAP_CCS_SS[y,i]) # Existing capacity variable is equal to existing capacity specified in the input file - @constraint(EP, cExistingCap_CCS_SS[y in CCS_SOLVENT_STORAGE, i in 1:7], EP[:vEXISTINGCAP_CCS_SS][y,i]== CCS_SS_dict[y, "existing_cap"][i]) + @constraint(EP, cExistingCap_CCS_SS[y in CCS_SOLVENT_STORAGE, i in 1:7], EP[:vEXISTINGCAP_CCS_SS][y,i] == solvent_storage_dict[y, "existing_cap"][i]) else @expression(EP, eExistingCap_CCS_SS[y in CCS_SOLVENT_STORAGE, i = 1:7], solvent_storage_dict[y, "existing_cap"][i]) @@ -153,25 +153,50 @@ function ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) end end - # Fixed cost of each component in CCS_SOLVENT_STORAGE - @expression(EP, eCFix_CCS_SS[y in CCS_SOLVENT_STORAGE, i in 1:7], + # Investment cost of each component in CCS_SOLVENT_STORAGE - only applies to resources eligible for new capacity + @expression(EP, eCInv_CCS_SS[y in CCS_SOLVENT_STORAGE, i in 1:7], if y in NEW_CAP_CCS_SS # Resources eligible for new capacity if y in COMMIT_CCS_SS # Resource eligible for Unit commitment - solvent_storage_dict[y,"inv_cost"][i] * solvent_storage_dict[y,"cap_size"][i] * EP[:vCAP_CCS_SS][y, i]+ - solvent_storage_dict[y,"fom_cost"][i] * eTotalCap_CCS_SS[y,i] + solvent_storage_dict[y,"inv_cost"][i] * solvent_storage_dict[y,"cap_size"][i] * EP[:vCAP_CCS_SS][y, i] else - solvent_storage_dict[y,"inv_cost"][i] * EP[:vCAP_CCS_SS][y, i]+ - solvent_storage_dict[y,"fom_cost"][i] * eTotalCap_CCS_SS[y,i] + solvent_storage_dict[y,"inv_cost"][i] * EP[:vCAP_CCS_SS][y, i] end else - solvent_storage_dict[y,"fom_cost"][i] * eTotalCap_CCS_SS[y,i] + 0 + end) + + # Fixed O&M cost of each component in CCS_SOLVENT_STORAGE + @expression(EP, eCFom_CCS_SS[y in CCS_SOLVENT_STORAGE, i in 1:7], + solvent_storage_dict[y,"fom_cost"][i] * eTotalCap_CCS_SS[y,i]) + + # Total fixed cost expression - combines investment and fixed O&M costs + @expression(EP, eCFix_CCS_SS[y in CCS_SOLVENT_STORAGE, i in 1:7], + if y in NEW_CAP_CCS_SS + # For resources with new capacity: investment cost + fixed O&M cost + EP[:eCInv_CCS_SS][y, i] + EP[:eCFom_CCS_SS][y, i] + else + # For existing resources: only fixed O&M cost + EP[:eCFom_CCS_SS][y, i] end) # connect eCFix_CCS_SS_Plant to eCFix @expression(EP, eCFix_CCS_SS_Plant[y in CCS_SOLVENT_STORAGE], sum(EP[:eCFix_CCS_SS][y,i] for i in 1:7)) @expression(EP, eTotalCFix_CCS_SS, sum(EP[:eCFix_CCS_SS_Plant][y] for y in CCS_SOLVENT_STORAGE)) + + # connect eCInv_CCS_SS_Plant to eCInv + @expression(EP, eCInv_CCS_SS_Plant[y in CCS_SOLVENT_STORAGE], sum(EP[:eCInv_CCS_SS][y,i] for i in 1:7)) + @expression(EP, eTotalCInv_CCS_SS, sum(EP[:eCInv_CCS_SS_Plant][y] for y in CCS_SOLVENT_STORAGE)) + + # connect eCFom_CCS_SS_Plant to eCFom + @expression(EP, eCFom_CCS_SS_Plant[y in CCS_SOLVENT_STORAGE], sum(EP[:eCFom_CCS_SS][y,i] for i in 1:7)) + @expression(EP, eTotalCFom_CCS_SS, sum(EP[:eCFom_CCS_SS_Plant][y] for y in CCS_SOLVENT_STORAGE)) + # add this to eTotalCFix add_to_expression!(EP[:eTotalCFix], eTotalCFix_CCS_SS) + # add this to eTotalCInv + add_to_expression!(EP[:eTotalCInv], eTotalCInv_CCS_SS) + # add this to eTotalCFom + add_to_expression!(EP[:eTotalCFom], eTotalCFom_CCS_SS) # add to Obj if MultiStage == 1 diff --git a/src/write_outputs/write_capacity.jl b/src/write_outputs/write_capacity.jl index 211b740382..57ab9997bb 100755 --- a/src/write_outputs/write_capacity.jl +++ b/src/write_outputs/write_capacity.jl @@ -18,7 +18,7 @@ function write_capacity(path::AbstractString, inputs::Dict, setup::Dict, EP::Mod # Capacity decisions capdischarge = zeros(size(inputs["RESOURCE_NAMES"])) for i in inputs["NEW_CAP"] - if i in inputs["COMMIT"] # inputs["THERM_COMMIT"] + if i in inputs["COMMIT"] # THERM_COMMIT capdischarge[i] = value(EP[:vCAP][i]) * cap_size(gen[i]) elseif i in COMMIT_Allam capdischarge[i] = value(EP[:vCAP_AllamCycleLOX][i, sco2turbine]) * inputs["allam_dict"][i,"cap_size"][sco2turbine] @@ -35,7 +35,7 @@ function write_capacity(path::AbstractString, inputs::Dict, setup::Dict, EP::Mod retcapdischarge = zeros(size(inputs["RESOURCE_NAMES"])) for i in inputs["RET_CAP"] - if i in inputs["COMMIT"] # inputs["THERM_COMMIT"] + if i in inputs["COMMIT"] # THERM_COMMIT retcapdischarge[i] = first(value.(EP[:vRETCAP][i])) * cap_size(gen[i]) elseif i in COMMIT_Allam retcapdischarge[i] = value(EP[:vRETCAP_AllamCycleLOX][i, sco2turbine]) * inputs["allam_dict"][i,"cap_size"][sco2turbine] diff --git a/src/write_outputs/write_ccs_solvent_storage.jl b/src/write_outputs/write_ccs_solvent_storage.jl index 0bd211f610..dab13b22d1 100644 --- a/src/write_outputs/write_ccs_solvent_storage.jl +++ b/src/write_outputs/write_ccs_solvent_storage.jl @@ -79,8 +79,8 @@ function write_ccs_ss_capacity(path::AbstractString, inputs::Dict, setup::Dict, end end - dfCapCCS_SS = DataFrame(Resource = gen.resource[CCS_SOLVENT_STORAGE], - Zone = gen.zone[CCS_SOLVENT_STORAGE], + dfCapCCS_SS = DataFrame(Resource = inputs["RESOURCE_NAMES"][CCS_SOLVENT_STORAGE], + Zone = zone_id.(gen)[CCS_SOLVENT_STORAGE], StartCap_GasTrubine_MW = MultiStage == 1 ? value.(EP[:vEXISTINGCAP_CCS_SS]) : [solvent_storage_dict[y, "existing_cap"][gasturbine] for y in CCS_SOLVENT_STORAGE], StartCap_SteamTrubine_MW = MultiStage == 1 ? value.(EP[:vEXISTINGCAP_CCS_SS]) : [solvent_storage_dict[y, "existing_cap"][steamturbine] for y in CCS_SOLVENT_STORAGE], @@ -196,10 +196,9 @@ function write_ccs_ss_capacity(path::AbstractString, inputs::Dict, setup::Dict, dfCapCCS_SS = vcat(dfCapCCS_SS, total_solvent_storage) CSV.write(joinpath(path,"capacity_CCS_Solvent_Storage.csv"), dfCapCCS_SS) +end - end - - function write_ccs_ss_output(path::AbstractString, inputs::Dict, setup::Dict, EP::Model) +function write_ccs_ss_output(path::AbstractString, inputs::Dict, setup::Dict, EP::Model) CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] T = inputs["T"] # CCS_SOLVENT_STORAGE components diff --git a/src/write_outputs/write_costs.jl b/src/write_outputs/write_costs.jl index 75e56ee50a..6c859a811a 100644 --- a/src/write_outputs/write_costs.jl +++ b/src/write_outputs/write_costs.jl @@ -401,6 +401,12 @@ function write_costs(path::AbstractString, inputs::Dict, setup::Dict, EP::Model) # Fixed Costs eCFix_CCS_SS_zone = sum(value.(EP[:eCFix_CCS_SS_Plant][Y_ZONE_CCS_SS])) tempCFix += eCFix_CCS_SS_zone + # Investment Costs + eCInv_CCS_SS_zone = sum(value.(EP[:eCInv_CCS_SS_Plant][Y_ZONE_CCS_SS])) + tempCInv += eCInv_CCS_SS_zone + # Fom Costs + eCFom_CCS_SS_zone = sum(value.(EP[:eCFom_CCS_SS_Plant][Y_ZONE_CCS_SS])) + tempCFom += eCFom_CCS_SS_zone # Variable Costs eCVar_CCS_SS_zone = sum(value.(EP[:eCVar_CCS_SS][Y_ZONE_CCS_SS])) tempCVar += eCVar_CCS_SS_zone diff --git a/src/write_outputs/write_power_balance.jl b/src/write_outputs/write_power_balance.jl index 69e65783a5..4eb83172cf 100644 --- a/src/write_outputs/write_power_balance.jl +++ b/src/write_outputs/write_power_balance.jl @@ -44,11 +44,11 @@ function write_power_balance(path::AbstractString, inputs::Dict, setup::Dict, EP # Subtract charging power for allam cycle and ccs with solvent storage resources ALLAM_ZONE = intersect(resources_in_zone_by_rid(gen, z), ALLAM_CYCLE_LOX) if !isempty(ALLAM_ZONE) - powerbalance[(z - 1) * L + 1, :] -= sum(value.(Array(EP[:vCHARGE_ALLAM][ALLAM_ZONE, :])), dims = 1) + powerbalance[(z - 1) * L + 1, :] -= vec(sum(value.(Array(EP[:vCHARGE_ALLAM][ALLAM_ZONE, :])), dims = 1)) end CCS_SOLVENT_STORAGE_ZONE = intersect(resources_in_zone_by_rid(gen, z), CCS_SOLVENT_STORAGE) if !isempty(CCS_SOLVENT_STORAGE_ZONE) - powerbalance[(z - 1) * L + 1, :] -= sum(value.(Array(EP[:vCHARGE_CCS_SS][CCS_SOLVENT_STORAGE_ZONE, :])), dims = 1) + powerbalance[(z - 1) * L + 1, :] -= vec(sum(value.(Array(EP[:vCHARGE_CCS_SS][CCS_SOLVENT_STORAGE_ZONE, :])), dims = 1)) end STOR_ALL_ZONE = intersect(resources_in_zone_by_rid(gen, z), STOR_ALL) From 57bbe4a934b9d9037f40627b76a0bc8a55224186 Mon Sep 17 00:00:00 2001 From: lbonaldo Date: Wed, 9 Jul 2025 09:21:15 +0200 Subject: [PATCH 22/25] Add validation for multistage and retrofit --- src/load_inputs/load_resources_data.jl | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/src/load_inputs/load_resources_data.jl b/src/load_inputs/load_resources_data.jl index 75ad33abd6..4c791d13ea 100644 --- a/src/load_inputs/load_resources_data.jl +++ b/src/load_inputs/load_resources_data.jl @@ -669,6 +669,16 @@ function check_allam_cycle_lox_retrofit(r::AbstractResource) return ErrorMsg.(error_strings) end +function check_ccs_solvent_storage_retrofit(r::AbstractResource) + error_strings = String[] + if (can_retrofit(r) == true || is_retrofit_option(r) == true) && isa(r, CCSSolventStorage) + e = string("Resource ", resource_name(r), " is a CCS Solvent Storage resource but has :can_retrofit = ", can_retrofit(r), " and :retrofit = ", is_retrofit_option(r), ".") + e *= "\nHowever, CCS Solvent Storage resources are not eligible for retrofitting, so they should have both :can_retrofit = 0 and :retrofit = 0." + push!(error_strings, e) + end + return ErrorMsg.(error_strings) +end + function check_resource(setup::Dict, r::AbstractResource) e = [] e = [e; check_LDS_applicability(r)] @@ -679,7 +689,9 @@ function check_resource(setup::Dict, r::AbstractResource) e = [e; check_qualified_hydrogen_supply(r)] e = [e; check_hydrogen_resources(r)] e = [e; check_allam_cycle_lox_multistage(setup, r)] + e = [e; check_ccs_solvent_storage_multistage(setup, r)] e = [e; check_allam_cycle_lox_retrofit(r)] + e = [e; check_ccs_solvent_storage_retrofit(r)] return e end From fc2c32719c7c2c3826c25427115c2623fed92697 Mon Sep 17 00:00:00 2001 From: lbonaldo Date: Wed, 9 Jul 2025 10:08:05 +0200 Subject: [PATCH 23/25] Fix documentation build --- docs/make.jl | 1 + .../Resources/ccs_solvent_storage.md | 6 ++++++ docs/src/Model_Reference/write_outputs.md | 6 ++++++ docs/src/User_Guide/model_input.md | 5 ++--- docs/src/User_Guide/model_output.md | 2 +- .../flexible_ccs/ccs_solvent_storage.jl | 20 ++++++++++--------- .../ccs_solvent_storage_commit.jl | 2 +- .../write_ccs_solvent_storage.jl | 7 ++++++- 8 files changed, 34 insertions(+), 15 deletions(-) create mode 100644 docs/src/Model_Reference/Resources/ccs_solvent_storage.md diff --git a/docs/make.jl b/docs/make.jl index a7cfa663a7..c64499a8f6 100644 --- a/docs/make.jl +++ b/docs/make.jl @@ -78,6 +78,7 @@ pages = OrderedDict( ], "Allam Cycle" => "Model_Reference/Resources/allam_cycle.md", "Hydrogen Electrolyzers" => "Model_Reference/Resources/electrolyzers.md", + "CCS Solvent Storage" => "Model_Reference/Resources/ccs_solvent_storage.md", "Resource types" => "Model_Reference/Resources/resource.md" ], "Policies" => "Model_Reference/policies.md", diff --git a/docs/src/Model_Reference/Resources/ccs_solvent_storage.md b/docs/src/Model_Reference/Resources/ccs_solvent_storage.md new file mode 100644 index 0000000000..cfaa40a6e0 --- /dev/null +++ b/docs/src/Model_Reference/Resources/ccs_solvent_storage.md @@ -0,0 +1,6 @@ +# CCS Solvent Storage +```@docs +GenX.ccs_solvent_storage! +GenX.ccs_solvent_storage_commit! +GenX.ccs_solvent_storage_no_commit! +``` \ No newline at end of file diff --git a/docs/src/Model_Reference/write_outputs.md b/docs/src/Model_Reference/write_outputs.md index 50d885ffb6..995a984362 100644 --- a/docs/src/Model_Reference/write_outputs.md +++ b/docs/src/Model_Reference/write_outputs.md @@ -179,3 +179,9 @@ GenX.write_settings_file GenX.write_allam_capacity GenX.write_allam_output ``` + +## Write Outputs Specific to CCS Solvent Storage +```@docs +GenX.write_ccs_ss_capacity +GenX.write_ccs_ss_output +``` \ No newline at end of file diff --git a/docs/src/User_Guide/model_input.md b/docs/src/User_Guide/model_input.md index ee7da689b2..6cbaaf858c 100644 --- a/docs/src/User_Guide/model_input.md +++ b/docs/src/User_Guide/model_input.md @@ -527,7 +527,7 @@ Each co-located VRE, electrolyzer, and storage resource can be easily configured |Start\_Fuel\_sCO2Turbine\_MMBTU\_per\_MW |Startup fuel use per MW of nameplate capacity of each sCO2 turbine in an Allam Cycle power plant (MMBtu/MW per start).| |Start\_Fuel\_ASU\_MMBTU\_per\_MW |Startup fuel use per MW of nameplate capacity of each ASU in an Allam Cycle power plant (MMBtu/MW per start).| -##### Table 14a: Additional columns in the CCS_solvent_storage.csv file +##### Table 14a: Additional columns in the CCS\_solvent\_storage.csv file --- |**Column Name** | **Description**| | :------------ | :-----------| @@ -539,7 +539,6 @@ Each co-located VRE, electrolyzer, and storage resource can be easily configured |Existing\_Cap\_Ton\_Regenerator |The existing capacity of regenerators in an NGCC-CCS power plant (ton). | |Existing\_Cap\_Ton\_SolventStorage\_Rich |The existing capacity of solvent storage (rich) in an NGCC-CCS power plant (ton). | |Existing\_Cap\_Ton\_SolventStorage\_Lean |The existing capacity of solvent storage (lean) in an NGCC-CCS power plant (ton). | - |**Cost parameters**| |Inv\_Cost\_per\_MWyr\_GasTurbine | Annualized capacity investment cost of gas combustion turbines in an NGCC-CCS power plant ($/MW/year).| |Inv\_Cost\_per\_MWyr\_SteamTurbine | Annualized capacity investment cost of steam turbines in an NGCC-CCS power plant ($/MW/year).| @@ -596,7 +595,7 @@ an NGCC-CCS power plant ($/Ton).| |CO2\_Capture\_Fraction\_Startup\_Max|[0,1], Maximum CO2 capture rate of total emissions during startup. | |CO2\_Capture\_Fraction\_Max|[0,1], Maximum CO2 capture rate of total emissions during normal operations. | -##### Table 14b: Settings-specific columns in the CCS_solvent_storage.csv file +##### Table 14b: Settings-specific columns in the CCS\_solvent\_storage.csv file --- |**Column Name** | **Description**| | :------------ | :-----------| diff --git a/docs/src/User_Guide/model_output.md b/docs/src/User_Guide/model_output.md index 83757dc6dc..62daf6ce68 100644 --- a/docs/src/User_Guide/model_output.md +++ b/docs/src/User_Guide/model_output.md @@ -209,7 +209,7 @@ This file includes the output from each component of an Allam Cycle LOX resource ### 3.3 capacity\_CCS\_Solvent\_Storage.csv -This file includes the capacity output for CCS with solvent storage resources ([`GenX.write_ccs_solvent_storage`](@ref)). +This file includes the capacity output for CCS with solvent storage resources ([`GenX.write_ccs_ss_capacity`](@ref)). ###### Table 3.3: Structure of the capacity\_CCS\_Solvent\_Storage.csv file --- diff --git a/src/model/resources/flexible_ccs/ccs_solvent_storage.jl b/src/model/resources/flexible_ccs/ccs_solvent_storage.jl index 42e4ff1647..d04754152d 100644 --- a/src/model/resources/flexible_ccs/ccs_solvent_storage.jl +++ b/src/model/resources/flexible_ccs/ccs_solvent_storage.jl @@ -11,10 +11,11 @@ In this module, the key components of a flexible CCS gas plant are break down in - lean solvent storage tank In this module, we track the flow of fuel, CO2, steam, and power in the system -More detailed processes can be found at Cheng et al. (2022) (https://www.sciencedirect.com/science/article/abs/pii/S1750583622001049) +More detailed processes can be found at [Cheng et al. (2022)](https://www.sciencedirect.com/science/article/abs/pii/S1750583622001049). -**Important constraints** -1. fuel balance: fuels consumed by the gas turbine is the total fuel consumption of the system +## Important constraints +### 1\. Fuel balance +Fuels consumed by the gas turbine is the total fuel consumption of the system ```math \begin{aligned} vFuel_{y,t} >= vP_{y,t} * h_{y} + U_{y,t}* f_{y} @@ -25,7 +26,7 @@ Where $h_{y}$ represents the heat rate for generator $y$, $f_{y}$ represents the heat rate intercept (startup fuel, MMBTU) for a generator $y$, and $U_{y,t}$ represents the commitment status of a generator $y$ at time $t$. -2. CO2 balance: +### 2\. CO2 balance CO2 released by plant $y$ at time $t$ equals to emissions from fuel burning - CO2 capured by the absorber ```math \begin{aligned} @@ -41,22 +42,23 @@ eEmissionsCaptureByPlant_{y,t} = CO2_{y, regenerator} \end{aligned} ``` -3. Steam balance: steam used to generate electricity equals to steam produced by steam turbines - steam used by regenerators to regenerate CO2 +### 3\. Steam balance +Steam used to generate electricity equals to steam produced by steam turbines - steam used by regenerators to regenerate CO2 ```math \begin{aligned} - Steam_net_{y,t} == vFuel_{y,t} * Steam_fraction_{y, high} + vFuel_{y,t} * Steam_fraction_{y, mid} + vFuel_{y,t} * Steam_fraction_{y, low} - eEmissionsCaptureByPlant_{y,t} * Steam_use_{y, regenerator} + Steam\_net_{y,t} == vFuel_{y,t} * Steam\_fraction_{y, high} + vFuel_{y,t} * Steam\_fraction_{y, mid} + vFuel_{y,t} * Steam\_fraction_{y, low} - eEmissionsCaptureByPlant_{y,t} * Steam\_use_{y, regenerator} \end{aligned} ``` -4. power balance +### 4\. Power balance ```math \begin{aligned} \Pi_{y,t} == \Pi_{y,gasturbine,t} + \Pi_{y,steamturbine,t} - eEmissionsCaptureByPlant_{y,t} * (PowerUseRate_{y, absorber} + PowerUseRate_{y, compressor}) - \Pi_{y,steamturbine,t} = vFuel_{y,t} * Steam_fraction_{y, high} / HeatRate_{y, steamtubine, high} + vFuel_{y,t} * Steam_fraction_{y, mid} / HeatRate_{y, steamtubine, mid} + (vFuel_{y,t} * Steam_fraction_{y, low} - eEmissionsCaptureByPlant_{y,t} * Steam_use_{y, regenerator}) / HeatRate_{y, steamtubine, low} + \Pi_{y,steamturbine,t} = vFuel_{y,t} * Steam\_fraction_{y, high} / HeatRate_{y, steamtubine, high} + vFuel_{y,t} * Steam\_fraction_{y, mid} / HeatRate_{y, steamtubine, mid} + (vFuel_{y,t} * Steam\_fraction_{y, low} - eEmissionsCaptureByPlant_{y,t} * Steam\_use_{y, regenerator}) / HeatRate_{y, steamtubine, low} \end{aligned} ``` -# 5: call ccs_solvent_storage_commit!(EP, inputs, setup) and ccs_solvent_storage_commit!(EP, inputs, setup) for specific investment and operational constraints related to unit commitment +**Note:** Call [`ccs_solvent_storage_commit!(EP, inputs, setup)`](@ref) and [`ccs_solvent_storage_commit!(EP, inputs, setup)`](@ref) for specific investment and operational constraints related to unit commitment """ function ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) # Load generators dataframe, sets, and time periods diff --git a/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl b/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl index 1a7b895ed4..725f794537 100644 --- a/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl +++ b/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl @@ -3,7 +3,7 @@ This function defines the operating constraints for ccs_solvent_storage power plants subject to unit commitment constraints on power plant start-ups and shut-down decision ($y \in UC$). -We model capacity investment decisions and commitment and cycling (start-up, shut-down) of ccs_solvent_storage power plants silimar to all other thermal generators using the integer clustering technique developed in [Palmintier, 2011](https://pennstate.pure.elsevier.com/en/publications/impact-of-unit-commitment-constraints-on-generation-expansion-pla), [Palmintier, 2013](https://dspace.mit.edu/handle/1721.1/79147), and [Palmintier, 2014](https://ieeexplore.ieee.org/document/6684593). In a typical binary unit commitment formulation, each unit is either on or off. With the clustered unit commitment formulation, one or more cluster(s) of similar generators are clustered by type and zone (typically using heat rate and fixed O\&M cost to create clusters), and the integer commitment state variable for each cluster varies from zero to the number of units in the cluster, $\frac{\Delta^{total}_{y,z}}{\Omega^{size}_{y,z}}$. As discussed in \cite{Palmintier2014}, this approach replaces the large set of binary commitment decisions and associated constraints, which scale directly with the number of individual units, with a smaller set of integer commitment states and constraints, one for each cluster $y$. The dimensionality of the problem thus scales with the number of units of a given type in each zone, rather than by the number of discrete units, significantly improving computational efficiency. However, this method entails the simplifying assumption that all clustered units have identical parameters (e.g., capacity size, ramp rates, heat rate) and that all committed units in a given time step $t$ are operating at the same power output per unit. +We model capacity investment decisions and commitment and cycling (start-up, shut-down) of ccs_solvent_storage power plants silimar to all other thermal generators using the integer clustering technique developed in [Palmintier, 2011](https://pennstate.pure.elsevier.com/en/publications/impact-of-unit-commitment-constraints-on-generation-expansion-pla), [Palmintier, 2013](https://dspace.mit.edu/handle/1721.1/79147), and [Palmintier, 2014](https://ieeexplore.ieee.org/document/6684593). In a typical binary unit commitment formulation, each unit is either on or off. With the clustered unit commitment formulation, one or more cluster(s) of similar generators are clustered by type and zone (typically using heat rate and fixed O\&M cost to create clusters), and the integer commitment state variable for each cluster varies from zero to the number of units in the cluster, $\frac{\Delta^{total}_{y,z}}{\Omega^{size}_{y,z}}$. As discussed in [Palmintier, 2014](https://ieeexplore.ieee.org/document/6684593), this approach replaces the large set of binary commitment decisions and associated constraints, which scale directly with the number of individual units, with a smaller set of integer commitment states and constraints, one for each cluster $y$. The dimensionality of the problem thus scales with the number of units of a given type in each zone, rather than by the number of discrete units, significantly improving computational efficiency. However, this method entails the simplifying assumption that all clustered units have identical parameters (e.g., capacity size, ramp rates, heat rate) and that all committed units in a given time step $t$ are operating at the same power output per unit. Subcomponents that are turned on and off at the same time are aggregated to simplify the model Out of 7 sub-components in a CCS with solvent storage system, only 3 groups of unit commitment decisions are used: diff --git a/src/write_outputs/write_ccs_solvent_storage.jl b/src/write_outputs/write_ccs_solvent_storage.jl index dab13b22d1..1478aa53d5 100644 --- a/src/write_outputs/write_ccs_solvent_storage.jl +++ b/src/write_outputs/write_ccs_solvent_storage.jl @@ -1,7 +1,7 @@ @doc raw""" write_ccs_ss_capacity(path::AbstractString, inputs::Dict, setup::Dict, EP::Model)) -Function for writing the diferent capacities for the CCS_SOLVENT_STORAGE technologies (starting capacities or, existing capacities, retired capacities, and new-built capacities). +Function for writing the different capacities for the `CCSSolventStorage` technologies (starting capacities or, existing capacities, retired capacities, and new-built capacities). """ function write_ccs_ss_capacity(path::AbstractString, inputs::Dict, setup::Dict, EP::Model) # Capacity decisions @@ -198,6 +198,11 @@ function write_ccs_ss_capacity(path::AbstractString, inputs::Dict, setup::Dict, CSV.write(joinpath(path,"capacity_CCS_Solvent_Storage.csv"), dfCapCCS_SS) end +@doc raw""" + write_ccs_ss_output(path::AbstractString, inputs::Dict, setup::Dict, EP::Model)) + +Function for writing the power outputs for each component of the `CCSSolventStorage` technologies. +""" function write_ccs_ss_output(path::AbstractString, inputs::Dict, setup::Dict, EP::Model) CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] T = inputs["T"] From a7d6d43b3d6c6ab7735d3e7ef02ec351d6857dff Mon Sep 17 00:00:00 2001 From: lbonaldo Date: Wed, 9 Jul 2025 15:21:27 +0200 Subject: [PATCH 24/25] Clean up unused lines --- .../resources/flexible_ccs/ccs_solvent_storage_commit.jl | 2 -- .../resources/flexible_ccs/ccs_solvent_storage_no_commit.jl | 5 ----- 2 files changed, 7 deletions(-) diff --git a/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl b/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl index 725f794537..ebd09eaf13 100644 --- a/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl +++ b/src/model/resources/flexible_ccs/ccs_solvent_storage_commit.jl @@ -15,8 +15,6 @@ function ccs_solvent_storage_commit!(EP::Model, inputs::Dict, setup::Dict) # Load generators dataframe, sets, and time periods gen = inputs["RESOURCES"] T = inputs["T"] # Number of time steps (hours) - Z = inputs["Z"] # Number of zones - MultiStage = setup["MultiStage"] omega = inputs["omega"] # Load CCS with SOLVENT STORAGE related inputs diff --git a/src/model/resources/flexible_ccs/ccs_solvent_storage_no_commit.jl b/src/model/resources/flexible_ccs/ccs_solvent_storage_no_commit.jl index 0e38b5b073..4d9cb489f6 100644 --- a/src/model/resources/flexible_ccs/ccs_solvent_storage_no_commit.jl +++ b/src/model/resources/flexible_ccs/ccs_solvent_storage_no_commit.jl @@ -8,14 +8,9 @@ function ccs_solvent_storage_no_commit!(EP::Model, inputs::Dict, setup::Dict) # Load generators dataframe, sets, and time periods gen = inputs["RESOURCES"] T = inputs["T"] # Number of time steps (hours) - Z = inputs["Z"] # Number of zones - MultiStage = setup["MultiStage"] - omega = inputs["omega"] # Load CCS with SOLVENT STORAGE related inputs CCS_SOLVENT_STORAGE = inputs["CCS_SOLVENT_STORAGE"] # Set of CCS_Solvent_Storage generators (indices) - NEW_CAP_CCS_SS = intersect(inputs["NEW_CAP"], CCS_SOLVENT_STORAGE) # SS stands for solvent storage - RET_CAP_CCS_SS = intersect(inputs["RET_CAP"], CCS_SOLVENT_STORAGE) NO_COMMIT_CCS_SS = setup["UCommit"] == 0 ? CCS_SOLVENT_STORAGE : Int[] # time related From 89ff4c2f41e3b44609c2e4f4dfa36b0135138ca3 Mon Sep 17 00:00:00 2001 From: lbonaldo Date: Wed, 9 Jul 2025 15:21:54 +0200 Subject: [PATCH 25/25] Use `add_similar_to_expression!` instead of `+=` for performance --- src/model/resources/flexible_ccs/ccs_solvent_storage.jl | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/model/resources/flexible_ccs/ccs_solvent_storage.jl b/src/model/resources/flexible_ccs/ccs_solvent_storage.jl index d04754152d..f169f4fabd 100644 --- a/src/model/resources/flexible_ccs/ccs_solvent_storage.jl +++ b/src/model/resources/flexible_ccs/ccs_solvent_storage.jl @@ -354,7 +354,7 @@ function ccs_solvent_storage!(EP::Model, inputs::Dict, setup::Dict) eCCS_SS_ESR[ESR in 1:inputs["nESR"]], sum(inputs["omega"][t] * esr(gen[y], tag = ESR) * (eP_CCS_SS[y, t] - vCHARGE_CCS_SS[y,t]) for y in intersect(CCS_SOLVENT_STORAGE, ids_with_policy(gen, esr, tag = ESR)), t in 1:T)) - EP[:eESR] += eCCS_SS_ESR + add_similar_to_expression!(EP[:eESR], eCCS_SS_ESR) end # Maximum Capacity Requirement