GenXProject · erikbjornerem · May 20, 2026 · May 20, 2026 · Jun 1, 2026 · Jun 1, 2026
diff --git a/Project.toml b/Project.toml
@@ -1,7 +1,7 @@
 name = "GenX"
 uuid = "5d317b1e-30ec-4ed6-a8ce-8d2d88d7cfac"
 authors = ["Bonaldo, Luca", "Chakrabarti, Sambuddha", "Cheng, Fangwei", "Ding, Yifu", "Jenkins, Jesse D.", "Luo, Qian", "Macdonald, Ruaridh", "Mallapragada, Dharik", "Manocha, Aneesha", "Mantegna, Gabe ", "Morris, Jack", "Patankar, Neha", "Pecci, Filippo", "Schwartz, Aaron", "Schwartz, Jacob", "Schivley, Greg", "Sepulveda, Nestor", "Xu, Qingyu", "Zhou, Justin"]
-version = "0.4.6"
+version = "0.4.4"
 
 [deps]
 CSV = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
@@ -16,7 +16,6 @@ JuMP = "4076af6c-e467-56ae-b986-b466b2749572"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 Logging = "56ddb016-857b-54e1-b83d-db4d58db5568"
 MathOptInterface = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"
-NearestNeighbors = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
 PrecompileTools = "aea7be01-6a6a-4083-8856-8a6e6704d82a"
 Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 RecursiveArrayTools = "731186ca-8d62-57ce-b412-fbd966d074cd"
@@ -36,7 +35,6 @@ HiGHS = "1.1.4"
 JuMP = "1.1.1"
 LinearAlgebra = "1"
 MathOptInterface = "1.6.1"
-NearestNeighbors = "0.4.0 - 0.4.22"
 PrecompileTools = "1"
 RecursiveArrayTools = "2.31.2, 3"
 Statistics = "1.4.0"

diff --git a/README.md b/README.md
@@ -7,6 +7,10 @@
 [![CI](https://github.com/GenXProject/GenX/actions/workflows/ci.yml/badge.svg)](https://github.com/GenXProject/GenX/actions/workflows/ci.yml) [![SciML Code Style](https://img.shields.io/static/v1?label=code%20style&message=SciML&color=9558b2&labelColor=389826)](https://github.com/SciML/SciMLStyle) [![ColPrac: Contributor's Guide on Collaborative Practices for Community Packages](https://img.shields.io/badge/ColPrac-Contributor's%20Guide-blueviolet)](https://github.com/SciML/ColPrac)
 
 ## Overview
+***
+Private branch made by me, Erik Seeger Bjørnerem, during my PhD work at NTNU to expand the hydropower formulation to include cascaded hydropower. All other credit is to be given to the developers of the GenX model. 
+***
+
 GenX is a highly-configurable, [open source](https://github.com/GenXProject/GenX/blob/main/LICENSE) electricity resource capacity expansion model 
 that incorporates several state-of-the-art practices in electricity system planning to offer improved decision support for a changing electricity landscape. 
 
@@ -40,7 +44,7 @@ The 'main' branch is the current master branch of GenX. The various subdirectori
 
 ## Requirements
 
-GenX (v0.4.6) runs on Julia v1.6 through v1.9, with a minimum version of the package JuMP v1.1.1. Julia v1.10 and v1.11 are also supported. However, we recently noticed a decline in performance with Julia v1.10, which is currently under investigation. Therefore, **we recommend using Julia v1.9**, particularly for very large cases.
+GenX (v0.4.4) runs on Julia v1.6 through v1.9, with a minimum version of the package JuMP v1.1.1. Julia v1.10 and v1.11 are also supported. However, we recently noticed a decline in performance with Julia v1.10, which is currently under investigation. Therefore, **we recommend using Julia v1.9**, particularly for very large cases.
 We recommend the users to either stick to a particular version of Julia to run GenX. If however, the users decide to switch between versions, it's very important to delete the old `Manifest.toml` file and do a fresh build of GenX when switching between Julia versions.
 
 There is also an older version of GenX, which is also currently maintained and runs on Julia 1.3.x and 1.4.x series.

diff --git a/docs/make.jl b/docs/make.jl
@@ -76,7 +76,6 @@ pages = OrderedDict(
                 "Scheduled maintenance for Thermal Commit" => "Model_Reference/Resources/maintenance.md",
                 "Fusion" => "Model_Reference/Resources/fusion.md"
             ],
-            "Allam Cycle" => "Model_Reference/Resources/allam_cycle.md",
             "Hydrogen Electrolyzers" => "Model_Reference/Resources/electrolyzers.md",
             "Resource types" => "Model_Reference/Resources/resource.md"
         ],

diff --git a/docs/src/Model_Concept_Overview/model_notation.md b/docs/src/Model_Concept_Overview/model_notation.md
diff --git a/docs/src/Model_Reference/write_outputs.md b/docs/src/Model_Reference/write_outputs.md
@@ -173,9 +173,3 @@ GenX.write_angles
 ```@docs
 GenX.write_settings_file
 ```
-
-## Write Allam Cycle LOX
-```@docs
-GenX.write_allam_capacity
-GenX.write_allam_output
-```
diff --git a/docs/src/Public_API/public_api.md b/docs/src/Public_API/public_api.md
@@ -20,6 +20,5 @@ GenX.mga
 GenX.configure_settings_multistage
 GenX.configure_multi_stage_inputs
 GenX.run_ddp
-GenX.run_myopic_multistage
 GenX.write_multi_stage_outputs
 ```
diff --git a/docs/src/Tutorials/Tutorial_3_K-means_time_domain_reduction.md b/docs/src/Tutorials/Tutorial_3_K-means_time_domain_reduction.md
diff --git a/docs/src/Tutorials/Tutorial_8_outputs.md b/docs/src/Tutorials/Tutorial_8_outputs.md
@@ -480,7 +480,7 @@ StatsPlots.scatter!(xnames,netrevenue[!,"Revenue"],label="Revenue",color="black"
 
 ### Emissions
 
-The file `emmissions.csv` gives the total CO2 emmissions per zone for each hour GenX runs. The first three rows give the marginal CO2 abatement cost in USD/ton CO2.
+The file `emmissions.csv` gives the total CO2 emmissions per zone for each hour GenX runs. The first three rows give the marginal CO2 abatement cost in $/ton CO2.
 
 
 ```julia

diff --git a/docs/src/User_Guide/model_configuration.md b/docs/src/User_Guide/model_configuration.md
@@ -27,7 +27,7 @@ The following tables summarize the model settings parameters and their default/p
 ||1 = constraints account for energy lost. |
 |TimeDomainReduction | 1 = Use time domain reduced inputs available in the folder with the name defined by settings parameter `TimeDomainReductionFolder`. If such a folder does not exist or it is empty, time domain reduction will reduce the input data and save the results there.|
 ||0 = Use the data in the main case folder; do not perform clustering.|
-|VirtualChargeDischargeCost | Hypothetical cost of charging and discharging storage resources (in USD/MWh).|
+|VirtualChargeDischargeCost | Hypothetical cost of charging and discharging storage resources (in $/MWh).|
 |StorageVirtualDischarge | Flag to enable contributions that a storage device makes to the capacity reserve margin without generating power.|
 ||1 = activate the virtual discharge of storage resources.|
 ||0 = do not activate the virtual discharge of storage resources.|
@@ -129,9 +129,6 @@ The following tables summarize the model settings parameters and their default/p
 |**Parameter** | **Description**|
 | :------------ | :-----------|
 |Solver | OPTIONAL name of solver. Default is "HiGHS" effectively. It is necessary to set `Solver: "Gurobi"` when [reusing the same gurobi environment for multiple solves](https://github.com/jump-dev/Gurobi.jl?tab=readme-ov-file#reusing-the-same-gurobi-environment-for-multiple-solves).
-|EnableJuMPDirectModel | Flag to enable/disable JuMP `direct_model` to improve the performance. Solvers "HiGHS", "Gurobi", "CPLEX" and "SCIP" support direct model, but "Clp" and "Cbc" do not support it.|
-||1 = enable JuMP `direct_model`.|
-||0 = disable JuMP `direct_model`, use `Model` instead.|
 |EnableJuMPStringNames | Flag to enable/disable JuMP string names to improve the performance.|
 ||1 = enable JuMP string names.|
 ||0 = disable JuMP string names.|