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https://github.com/jinningwang/best-of-ps

🏆 A weekly updated ranked list of popular open-source libraries and tools for Power System Analysis.
https://github.com/jinningwang/best-of-ps
best-of best-of-list co-simulation dae differential-algebraic-equations large-scale ode optimization optimizer power power-grids power-system power-system-analysis power-system-simulation powerflow simulation
Last synced: 11 days ago
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🏆 A weekly updated ranked list of popular open-source libraries and tools for Power System Analysis.
Host: GitHub
URL: https://github.com/jinningwang/best-of-ps
Owner: jinningwang
License: cc-by-sa-4.0
Created: 2022-11-29T16:56:33.000Z (almost 2 years ago)
Default Branch: master
Last Pushed: 2024-06-19T00:46:07.000Z (5 months ago)
Last Synced: 2024-08-02T05:14:38.319Z (3 months ago)
Topics: best-of, best-of-list, co-simulation, dae, differential-algebraic-equations, large-scale, ode, optimization, optimizer, power, power-grids, power-system, power-system-analysis, power-system-simulation, powerflow, simulation
Homepage:
Size: 3.36 MB
Stars: 142
Watchers: 5
Forks: 21
Open Issues: 2
Metadata Files:
- Readme: README.md
- Changelog: history/2022-11-29_changes.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: .github/CODE_OF_CONDUCT.md
Awesome Lists containing this project

README

        



    Popular Open Source Libraries for Power System Analysis

    






    🏆  A ranked list of popular projects for Power System Analysis. Updated weekly.





    

    

    

    

    



This curated list contains 100 open-source projects with a total of 28K stars grouped into 14 categories. All projects are ranked by a project-popular score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/jinningwang/best-of-ps/issues/new/choose), submit a [pull request](https://github.com/jinningwang/best-of-ps/pulls), or directly edit the [projects.yaml](https://github.com/jinningwang/best-of-ps/edit/main/projects.yaml). Contributions are very welcome!

## Contents

- [Phasor Simulation](#phasor-simulation) _13 projects_

- [EMT Simulation](#emt-simulation) _2 projects_

- [Steady State Simulation](#steady-state-simulation) _31 projects_

- [Interface](#interface) _11 projects_

- [Optimizer](#optimizer) _11 projects_

- [Optimization Modeling Language](#optimization-modeling-language) _7 projects_

- [Machine/Reinforcement Learning for Power Grid](#machinereinforcement-learning-for-power-grid) _3 projects_

- [Co-Simulation Environment](#co-simulation-environment) _2 projects_

- [Gas Simulation](#gas-simulation) _3 projects_

- [Visualization](#visualization) _3 projects_

- [Messaging Environment](#messaging-environment) _2 projects_

- [Power System Data](#power-system-data) _12 projects_

- [Power Electronics](#power-electronics) _1 projects_

- [Textbook](#textbook) _3 projects_

## Explanation

- 🥇🥈🥉  Combined project-quality score

- ⭐️  Star count from GitHub

- 🐣  New project _(less than 6 months old)_

- 💤  Inactive project _(12 months no activity)_

- 💀  Dead project _(1200 months no activity)_

- 📈📉  Project is trending up or down

- ➕  Project was recently added

- ❗️  Warning _(e.g. missing/risky license)_

- 👨‍💻  Contributors count from GitHub

- 🔀  Fork count from GitHub

- 📋  Issue count from GitHub

- ⏱️  Last update timestamp on package manager

- 📥  Download count from package manager

- 📦  Number of dependent projects

-   Support Python

-   Support Julia

-   Support Octave

-   Support Java

-   Support C

-   Support Modelica

-   Support Rust

-   Support R

-   Shipped with Jupyter Notebook examples

-   CI via GitHub Actions

-   CI via Azure Pipelines

-   Available on PyPI

-   Available on Conda




## Phasor Simulation



LTB ANDES (🥇24 ·  ⭐ 200) - Transient Stability Simulator; CURENT LTB. ❗️GPL-3.0      

- [GitHub](https://github.com/CURENT/andes) (👨‍💻 22 · 🔀 100 · 📦 16 · 📋 59 - 11% open · ⏱️ 25.03.2024):

	```

	git clone https://github.com/CURENT/andes

	```

- [PyPi](https://pypi.org/project/andes) (📥 560 / month · 📦 2 · ⏱️ 25.03.2024):

	```

	pip install andes

	```

- [Conda](https://anaconda.org/conda-forge/andes) (📥 450K · ⏱️ 25.03.2024):

	```

	conda install -c conda-forge andes

	```

- [Docker Hub](https://hub.docker.com/r/cuihantao/andes) (📥 120 · ⏱️ 10.12.2020):

	```

	docker pull cuihantao/andes

	```

Dynaωo (🥇23 ·  ⭐ 64) - C++/Modelica simulation tools for power systems. MPL-2.0 

- [GitHub](https://github.com/dynawo/dynawo) (👨‍💻 52 · 🔀 22 · 📥 16K · 📋 1.4K - 7% open · ⏱️ 06.06.2024):

	```

	git clone https://github.com/dynawo/dynawo

	```

PowerSimulationsDynamics.jl (🥈17 ·  ⭐ 160) - Dynamic Power System simulations; NREL Sienna. BSD-3  

- [GitHub](https://github.com/NREL-Sienna/PowerSimulationsDynamics.jl) (👨‍💻 14 · 🔀 36 · 📋 130 - 32% open · ⏱️ 05.06.2024):

	```

	git clone https://github.com/NREL-Sienna/PowerSimulationsDynamics.jl

	```

GridLAB-D (🥈17 ·  ⭐ 150) - Distribution power system simulator. ❗️Custom 

- [GitHub](https://github.com/gridlab-d/gridlab-d) (👨‍💻 74 · 🔀 100 · 📥 3.7K · 📋 1.3K - 24% open · ⏱️ 22.02.2024):

	```

	git clone https://github.com/gridlab-d/gridlab-d

	```

OpenIPSL (🥈16 ·  ⭐ 72) - A library of power system models. BSD-3  

- [GitHub](https://github.com/OpenIPSL/OpenIPSL) (👨‍💻 32 · 🔀 47 · 📥 480 · 📋 120 - 13% open · ⏱️ 12.02.2024):

	```

	git clone https://github.com/OpenIPSL/OpenIPSL

	```

PowerSystems (🥉14 ·  ⭐ 59) - Modelica 3rd party library for electrical power systems. ❗️Custom 

- [GitHub](https://github.com/modelica-3rdparty/PowerSystems) (👨‍💻 10 · 🔀 35 · 📋 38 - 28% open · ⏱️ 07.05.2024):

	```

	git clone https://github.com/modelica-3rdparty/PowerSystems

	```

GridPACK (🥉13 ·  ⭐ 39 · 📈) - High-Performance Electric Grid Simulation. ❗️Custom

- [GitHub](https://github.com/GridOPTICS/GridPACK) (👨‍💻 50 · 🔀 18 · 📥 600 · 📋 130 - 22% open · ⏱️ 05.06.2024):

	```

	git clone https://github.com/GridOPTICS/GridPACK

	```

OpenDER (🥉12 ·  ⭐ 50) - Inverter-based DER simulation. BSD-3   

- [GitHub](https://github.com/epri-dev/OpenDER) (👨‍💻 2 · 🔀 19 · 📦 1 · ⏱️ 02.04.2024):

	```

	git clone https://github.com/epri-dev/OpenDER

	```

- [PyPi](https://pypi.org/project/opender) (📥 1.2K / month · ⏱️ 29.03.2024):

	```

	pip install opender

	```

STEPS (🥉12 ·  ⭐ 45) - Balanced large-scale AC-DC hybrid power system analysis. MIT 

- [GitHub](https://github.com/changgang/steps) (👨‍💻 4 · 🔀 17 · 📥 25 · 📦 5 · ⏱️ 24.03.2024):

	```

	git clone https://github.com/changgang/steps

	```

PowerSAS.m (🥉7 ·  ⭐ 14) - Power grid analysis framework based on semi-analytical solutions. BSD-3 

- [GitHub](https://github.com/ANL-CEEESA/powersas.m) (👨‍💻 4 · 🔀 4 · ⏱️ 05.01.2024):

	```

	git clone https://github.com/ANL-CEEESA/powersas.m

	```

OpenHybridSim (🥉6 ·  ⭐ 7 · 💤) - EMT-TS hybrid simulation. BSD-3 

- [GitHub](https://github.com/OpenHybridSim/OpenHybridSim-code) (🔀 5 · ⏱️ 05.05.2020):

	```

	git clone https://github.com/OpenHybridSim/OpenHybridSim-code

	```

OpenDSS (🥉2) - Distribution system simulator. ❗️BSD

- _No project information available._

PSAT (🥉2) - A Matlab toolbox for electric power system analysis and simulation. ❗️GPL 

- _No project information available._




## EMT Simulation



DPsim (🥇19 ·  ⭐ 64) - Simulation for both EMT and phasor. MPL-2.0     

- [GitHub](https://github.com/sogno-platform/dpsim) (👨‍💻 32 · 🔀 48 · 📦 6 · 📋 140 - 60% open · ⏱️ 30.05.2024):

	```

	git clone https://github.com/sogno-platform/dpsim

	```

- [PyPi](https://pypi.org/project/dpsim) (📥 57 / month · ⏱️ 10.12.2022):

	```

	pip install dpsim

	```

ParaEMT (🥉7 ·  ⭐ 33) - Parallel EMT simulation. BSD-3 

- [GitHub](https://github.com/NREL/ParaEMT_public) (👨‍💻 3 · 🔀 12 · ⏱️ 26.03.2024):

	```

	git clone https://github.com/NREL/ParaEMT_public

	```




## Steady State Simulation



pandapower (🥇33 ·  ⭐ 790) - Convenient Power System Modelling and Analysis. BSD-3     

- [GitHub](https://github.com/e2nIEE/pandapower) (👨‍💻 130 · 🔀 450 · 📦 340 · 📋 920 - 19% open · ⏱️ 06.06.2024):

	```

	git clone https://github.com/e2nIEE/pandapower

	```

- [PyPi](https://pypi.org/project/pandapower) (📥 21K / month · 📦 46 · ⏱️ 02.04.2024):

	```

	pip install pandapower

	```

- [Conda](https://anaconda.org/conda-forge/pandapower) (📥 15K · ⏱️ 02.04.2024):

	```

	conda install -c conda-forge pandapower

	```

- [Docker Hub](https://hub.docker.com/r/pauldepraz/pandapowerapi) (📥 90 · ⏱️ 09.02.2021):

	```

	docker pull pauldepraz/pandapowerapi

	```

PyPSA (🥇32 ·  ⭐ 1.1K) - Python for Power System Analysis. MIT     

- [GitHub](https://github.com/PyPSA/PyPSA) (👨‍💻 76 · 🔀 440 · 📦 180 · 📋 350 - 29% open · ⏱️ 06.06.2024):

	```

	git clone https://github.com/PyPSA/PyPSA

	```

- [PyPi](https://pypi.org/project/pypsa) (📥 7.9K / month · 📦 26 · ⏱️ 08.05.2024):

	```

	pip install pypsa

	```

- [Conda](https://anaconda.org/conda-forge/pypsa) (📥 69K · ⏱️ 12.05.2024):

	```

	conda install -c conda-forge pypsa

	```

Power Grid Model (🥇26 ·  ⭐ 130) - Steady-state distribution power system analysis. MPL-2.0     

- [GitHub](https://github.com/PowerGridModel/power-grid-model) (👨‍💻 21 · 🔀 25 · 📥 140 · 📦 9 · 📋 150 - 42% open · ⏱️ 06.06.2024):

	```

	git clone https://github.com/PowerGridModel/power-grid-model

	```

- [PyPi](https://pypi.org/project/power-grid-model) (📥 22K / month · 📦 1 · ⏱️ 06.06.2024):

	```

	pip install power-grid-model

	```

- [Conda](https://anaconda.org/conda-forge/power-grid-model) (📥 250K · ⏱️ 03.06.2024):

	```

	conda install -c conda-forge power-grid-model

	```

GridCal (🥇25 ·  ⭐ 390 · 📉) - Cross-platform power systems software. ❗️LGPL-3.0   

- [GitHub](https://github.com/SanPen/GridCal) (👨‍💻 46 · 🔀 89 · 📥 33 · 📦 7 · 📋 170 - 16% open · ⏱️ 04.06.2024):

	```

	git clone https://github.com/SanPen/GridCal

	```

- [PyPi](https://pypi.org/project/GridCal) (📥 1.1K / month · ⏱️ 03.06.2024):

	```

	pip install GridCal

	```

MATPOWER (🥈24 ·  ⭐ 390) - Steady state power flow simulation. BSD-3  

- [GitHub](https://github.com/MATPOWER/matpower) (👨‍💻 17 · 🔀 150 · 📥 480K · 📋 210 - 16% open · ⏱️ 05.06.2024):

	```

	git clone https://github.com/MATPOWER/matpower

	```

- [Docker Hub](https://hub.docker.com/r/matpower/matpower) (📥 1.5K · ⏱️ 06.06.2024):

	```

	docker pull matpower/matpower

	```

PyPSA-Eur (🥈22 ·  ⭐ 300) - Sector-Coupled Optimisation Model of the European Energy.. MIT  

- [GitHub](https://github.com/PyPSA/pypsa-eur) (👨‍💻 65 · 🔀 200 · 📋 420 - 31% open · ⏱️ 05.06.2024):

	```

	git clone https://github.com/PyPSA/pypsa-eur

	```

- [Docker Hub](https://hub.docker.com/r/nimfetrisa/pypsa-eur) (📥 37 · ⏱️ 11.04.2022):

	```

	docker pull nimfetrisa/pypsa-eur

	```

PowerSimulations.jl (🥈22 ·  ⭐ 270) - Power Systems optimization simulation and modeling;.. BSD-3  

- [GitHub](https://github.com/NREL-Sienna/PowerSimulations.jl) (👨‍💻 36 · 🔀 50 · 📋 300 - 11% open · ⏱️ 06.06.2024):

	```

	git clone https://github.com/NREL-Sienna/PowerSimulations.jl

	```

PowSyBl Core (🥈22 ·  ⭐ 120) - Framework to build power system software. MPL-2.0  

- [GitHub](https://github.com/powsybl/powsybl-core) (👨‍💻 110 · 🔀 36 · 📥 95 · 📦 76 · 📋 560 - 42% open · ⏱️ 06.06.2024):

	```

	git clone https://github.com/powsybl/powsybl-core

	```

LightSim2Grid (🥈22 ·  ⭐ 45) - A fast backend for the Grid2Op. MPL-2.0   

- [GitHub](https://github.com/BDonnot/lightsim2grid) (👨‍💻 5 · 🔀 9 · 📥 100 · 📦 34 · 📋 46 - 28% open · ⏱️ 22.04.2024):

	```

	git clone https://github.com/BDonnot/lightsim2grid

	```

- [PyPi](https://pypi.org/project/LightSim2Grid) (📥 4.3K / month · 📦 9 · ⏱️ 22.04.2024):

	```

	pip install LightSim2Grid

	```

- [Docker Hub](https://hub.docker.com/r/bdonnot/lightsim2grid) (📥 190 · ⏱️ 01.02.2022):

	```

	docker pull bdonnot/lightsim2grid

	```

PowerGenome (🥈21 ·  ⭐ 190) - Create inputs for power systems models. MIT    

- [GitHub](https://github.com/PowerGenome/PowerGenome) (👨‍💻 17 · 🔀 61 · 📋 150 - 48% open · ⏱️ 14.05.2024):

	```

	git clone https://github.com/PowerGenome/PowerGenome

	```

- [PyPi](https://pypi.org/project/PowerGenome) (📥 180 / month · ⏱️ 14.05.2024):

	```

	pip install PowerGenome

	```

- [Conda](https://anaconda.org/conda-forge/powergenome) (📥 200 · ⏱️ 02.01.2024):

	```

	conda install -c conda-forge powergenome

	```

PyPowSyBl (🥈20 ·  ⭐ 51) - A PowSyBl and Python integration. MPL-2.0     

- [GitHub](https://github.com/powsybl/pypowsybl) (👨‍💻 22 · 🔀 9 · 📋 180 - 27% open · ⏱️ 04.06.2024):

	```

	git clone https://github.com/powsybl/pypowsybl

	```

- [PyPi](https://pypi.org/project/pypowsybl) (📥 2K / month · 📦 7 · ⏱️ 21.05.2024):

	```

	pip install pypowsybl

	```

PYPOWER (🥈19 ·  ⭐ 320 · 💤) - Port of MATPOWER to Python. ❗️BSD    

- [GitHub](https://github.com/rwl/PYPOWER) (👨‍💻 20 · 🔀 110 · 📦 110 · 📋 41 - 73% open · ⏱️ 29.03.2023):

	```

	git clone https://github.com/rwl/PYPOWER

	```

- [PyPi](https://pypi.org/project/PYPOWER) (📥 7.2K / month · 📦 13 · ⏱️ 29.03.2023):

	```

	pip install PYPOWER

	```

- [Conda](https://anaconda.org/invenia/pypower) (📥 3.1K · ⏱️ 16.06.2023):

	```

	conda install -c invenia pypower

	```

- [Docker Hub](https://hub.docker.com/r/hwanghust/pypower) (📥 17 · ⏱️ 19.05.2019):

	```

	docker pull hwanghust/pypower

	```

GenX (🥈19 ·  ⭐ 250) - Configurable capacity expansion model. ❗️GPL-2.0 

- [GitHub](https://github.com/GenXProject/GenX.jl) (👨‍💻 32 · 🔀 97 · 📋 250 - 17% open · ⏱️ 06.05.2024):

	```

	git clone https://github.com/GenXProject/GenX

	```

GridPath (🥉18 ·  ⭐ 90) - Power system planning and operations. Apache-2  

- [GitHub](https://github.com/blue-marble/gridpath) (👨‍💻 10 · 🔀 34 · 📥 820 · 📦 2 · 📋 330 - 21% open · ⏱️ 03.06.2024):

	```

	git clone https://github.com/blue-marble/gridpath

	```

- [PyPi](https://pypi.org/project/GridPath) (📥 59 / month · ⏱️ 28.02.2024):

	```

	pip install GridPath

	```

PyPSA-USA (🥉18 ·  ⭐ 29) - Power System Model for the United States. MIT 

- [GitHub](https://github.com/PyPSA/pypsa-usa) (👨‍💻 8 · 🔀 12 · 📋 220 - 40% open · ⏱️ 13.05.2024):

	```

	git clone https://github.com/PyPSA/pypsa-usa

	```

PowerModels.jl (🥉17 ·  ⭐ 370) - Power Network Optimization. ❗️BSD  

- [GitHub](https://github.com/lanl-ansi/PowerModels.jl) (👨‍💻 29 · 🔀 140 · 📋 480 - 18% open · ⏱️ 17.04.2024):

	```

	git clone https://github.com/lanl-ansi/PowerModels.jl

	```

Open RAO (🥉15 ·  ⭐ 13) - Power systems coordinated capacity calculation and security.. MPL-2.0  

- [GitHub](https://github.com/powsybl/powsybl-open-rao) (👨‍💻 31 · 🔀 4 · 📥 35 · 📋 49 - 36% open · ⏱️ 05.06.2024):

	```

	git clone https://github.com/powsybl/powsybl-open-rao

	```

EGRET (🥉14 ·  ⭐ 120) - Tools for Power Systems Optimization Modeling. ❗️BSD  

- [GitHub](https://github.com/grid-parity-exchange/Egret) (👨‍💻 38 · 🔀 46 · 📦 6 · 📋 82 - 53% open · ⏱️ 14.11.2023):

	```

	git clone https://github.com/grid-parity-exchange/Egret

	```

ExaGO (🥉14 ·  ⭐ 56) - Large-scale power grid optimization. BSD-3   

- [GitHub](https://github.com/pnnl/ExaGO) (👨‍💻 28 · 🔀 9 · 📋 78 - 60% open · ⏱️ 23.05.2024):

	```

	git clone https://github.com/pnnl/ExaGO

	```

MOST (🥉14 ·  ⭐ 31) - MATPOWER Optimal Scheduling Tool. BSD-3  

- [GitHub](https://github.com/MATPOWER/most) (🔀 10 · 📋 37 - 13% open · ⏱️ 29.05.2024):

	```

	git clone https://github.com/MATPOWER/most

	```

matpower-pip (🥉14 ·  ⭐ 18) - Easy Python Access to MATPOWER. MIT   

- [GitHub](https://github.com/yasirroni/matpower-pip) (📋 13 - 7% open · ⏱️ 27.05.2024):

	```

	git clone https://github.com/yasirroni/matpower-pip

	```

- [PyPi](https://pypi.org/project/matpower) (📥 720 / month · 📦 2 · ⏱️ 27.05.2024):

	```

	pip install matpower

	```

LTB AMS (🥉14 ·  ⭐ 5) - Dispatch Modeling and Simulation; CURENT LTB. ❗️GPL-3.0      

- [GitHub](https://github.com/CURENT/ams) (👨‍💻 3 · 🔀 3 · ⏱️ 24.05.2024):

	```

	git clone https://github.com/CURENT/ams

	```

- [PyPi](https://pypi.org/project/ltbams) (📥 230 / month · ⏱️ 24.05.2024):

	```

	pip install ltbams

	```

- [Conda](https://anaconda.org/conda-forge/ltbams) (📥 1.2K · ⏱️ 25.05.2024):

	```

	conda install -c conda-forge ltbams

	```

PowerNetworkMatrices.jl (🥉13 ·  ⭐ 19) - Power systems matrices; NREL Sienna. BSD-3  

- [GitHub](https://github.com/NREL-Sienna/PowerNetworkMatrices.jl) (👨‍💻 5 · 🔀 6 · 📋 36 - 41% open · ⏱️ 04.06.2024):

	```

	git clone https://github.com/NREL-Sienna/PowerNetworkMatrices.jl

	```

ReEDS-2.0 (🥉12 ·  ⭐ 110) - Capacity planning and dispatch model. ❗️GPL-3.0 

- [GitHub](https://github.com/NREL/ReEDS-2.0) (👨‍💻 13 · 🔀 13 · 📋 18 - 22% open · ⏱️ 02.05.2024):

	```

	git clone https://github.com/NREL/ReEDS-2.0

	```

PowerFlows.jl (🥉10 ·  ⭐ 12) - Collection of Power Flow solution; NREL Sienna. BSD-3  

- [GitHub](https://github.com/NREL-Sienna/PowerFlows.jl) (👨‍💻 6 · 🔀 6 · 📋 13 - 46% open · ⏱️ 04.06.2024):

	```

	git clone https://github.com/NREL-Sienna/PowerFlows.jl

	```

EV-EcoSim (🥉9 ·  ⭐ 18) - A grid-aware co-simulation platform for the design and.. MIT  

- [GitHub](https://github.com/ebalogun01/EV-EcoSim) (🔀 3 · 📋 72 - 12% open · ⏱️ 19.04.2024):

	```

	git clone https://github.com/ebalogun01/EV-EcoSim/

	```

AMES - Version 5.0 (🥉6 ·  ⭐ 21) - Wholesale Power Market Test Bed. ❗️Custom 

- [GitHub](https://github.com/ames-market/AMES-V5.0) (👨‍💻 3 · 🔀 5 · ⏱️ 08.06.2023):

	```

	git clone https://github.com/ames-market/AMES-V5.0

	```

mypower (🥉6 ·  ⭐ 6 · 💤) - Supplementary function of MATPOWER in Python. MIT 

- [GitHub](https://github.com/yasirroni/mypower) (🔀 1 · ⏱️ 26.11.2022):

	```

	git clone https://github.com/yasirroni/mypower

	```

PowerSystemsInvestmentsPortfolios.jl (🥉5 ·  ⭐ 9 · 🐣) - Data models for Power Systems investment models; NREL.. BSD-3  

- [GitHub](https://github.com/NREL-Sienna/PowerSystemsInvestmentsPortfolios.jl) (👨‍💻 2 · 🔀 2 · ⏱️ 31.05.2024):

	```

	git clone https://github.com/NREL-Sienna/PowerSystemsInvestmentsPortfolios.jl

	```

AMES (V4.0) (🥉3 ·  ⭐ 13 · 💤) - Agent based Modeling of Electricity Systems. ❗️GPL-2.0 

- [GitHub](https://github.com/ames-market/AMES-v4.0) (👨‍💻 2 · 🔀 7 · 📋 5 - 60% open · ⏱️ 28.08.2020):

	```

	git clone https://github.com/ames-market/AMES-v4.0

	```

PowerSystemsInvestments.jl (🥉2 ·  ⭐ 9 · 🐣) - Power Systems investment models; NREL Sienna. BSD-3  

- [GitHub](https://github.com/NREL-Sienna/PowerSystemsInvestments.jl) (👨‍💻 2 · 🔀 1 · ⏱️ 31.05.2024):

	```

	git clone https://github.com/NREL-Sienna/PowerSystemsInvestments.jl

	```




## Interface



OpenDSSDirect.py (🥇20 ·  ⭐ 82 · 📉) - A direct library interface to OpenDSS. MIT    

- [GitHub](https://github.com/dss-extensions/OpenDSSDirect.py) (👨‍💻 3 · 🔀 21 · 📦 54 · 📋 100 - 14% open · ⏱️ 29.03.2024):

	```

	git clone https://github.com/dss-extensions/OpenDSSDirect.py

	```

- [PyPi](https://pypi.org/project/OpenDSSDirect.py) (📥 3.6K / month · 📦 16 · ⏱️ 11.03.2021):

	```

	pip install OpenDSSDirect.py

	```

py-dss-interface (🥇18 ·  ⭐ 25) - A package for access to direct dll version of OpenDSS. MIT    

- [GitHub](https://github.com/PauloRadatz/py_dss_interface) (👨‍💻 6 · 🔀 8 · 📦 26 · 📋 54 - 61% open · ⏱️ 06.05.2024):

	```

	git clone https://github.com/PauloRadatz/py_dss_interface

	```

- [PyPi](https://pypi.org/project/py-dss-interface) (📥 590 / month · 📦 4 · ⏱️ 21.03.2024):

	```

	pip install py-dss-interface

	```

Easy SimAuto (🥈16 ·  ⭐ 41) - Python interface to PowerWorld. Apache-2  

- [GitHub](https://github.com/mzy2240/ESA) (👨‍💻 11 · 🔀 10 · 📦 4 · 📋 100 - 15% open · ⏱️ 05.06.2023):

	```

	git clone https://github.com/mzy2240/ESA

	```

- [PyPi](https://pypi.org/project/esa) (📥 1.6K / month · 📦 1 · ⏱️ 21.05.2022):

	```

	pip install esa

	```

PyDSS (🥈16 ·  ⭐ 32) - A Python wrapper for OpenDSS. BSD-3   

- [GitHub](https://github.com/NREL/PyDSS) (👨‍💻 24 · 🔀 18 · 📋 32 - 50% open · ⏱️ 29.05.2024):

	```

	git clone https://github.com/NREL/PyDSS

	```

- [PyPi](https://pypi.org/project/pydss) (📥 19 / month · ⏱️ 17.08.2011):

	```

	pip install pydss

	```

grg-pssedata (🥈12 ·  ⭐ 30 · 💤) - Python tools for working with PSSE v33 data files. BSD-3  

- [GitHub](https://github.com/lanl-ansi/grg-pssedata) (👨‍💻 3 · 🔀 11 · 📦 4 · 📋 13 - 23% open · ⏱️ 14.12.2020):

	```

	git clone https://github.com/lanl-ansi/grg-pssedata

	```

- [PyPi](https://pypi.org/project/grg-pssedata) (📥 34 / month · 📦 1 · ⏱️ 15.12.2020):

	```

	pip install grg-pssedata

	```

DSSData (🥉11 ·  ⭐ 14 · 💤) - A micro-framework for simulation and data analysis of.. MIT   

- [GitHub](https://github.com/felipemarkson/dssdata) (👨‍💻 2 · 🔀 3 · 📥 30 · 📋 36 - 13% open · ⏱️ 10.04.2023):

	```

	git clone https://github.com/felipemarkson/dssdata

	```

- [PyPi](https://pypi.org/project/dssdata) (📥 48 / month · ⏱️ 24.01.2023):

	```

	pip install dssdata

	```

CIMpy (🥉10 ·  ⭐ 51 · 💤) - CIM files to the XML/RDF format. MPL-2.0  

- [GitHub](https://github.com/sogno-platform/cimpy) (👨‍💻 10 · 🔀 15 · 📦 5 · 📋 11 - 45% open · ⏱️ 30.01.2023):

	```

	git clone https://github.com/sogno-platform/cimpy

	```

OpenDER interface (🥉6 ·  ⭐ 1) - Interface for OpenDER. BSD-3  

- [GitHub](https://github.com/epri-dev/OpenDER_interface) (👨‍💻 2 · ⏱️ 09.04.2024):

	```

	git clone https://github.com/epri-dev/OpenDER_interface

	```

PSSE RAW (🥉5 ·  ⭐ 30 · 💤) - PSSE RAW parser. MIT  

- [GitHub](https://github.com/anderson-optimization/em-psse) (👨‍💻 2 · 🔀 15 · ⏱️ 07.01.2020):

	```

	git clone https://github.com/anderson-optimization/em-psse

	```

Andes.jl (🥉4 ·  ⭐ 8) - Julia interface for ANDES. MIT 

- [GitHub](https://github.com/cuihantao/Andes.jl) (🔀 1 · ⏱️ 05.02.2024):

	```

	git clone https://github.com/cuihantao/Andes.jl

	```

EasySimauto.jl (🥉3 ·  ⭐ 4) - Julia interface for EasySimAuto and PowerWorld. Apache-2 

- [GitHub](https://github.com/mzy2240/EasySimauto.jl) (👨‍💻 2 · ⏱️ 31.07.2023):

	```

	git clone https://github.com/mzy2240/EasySimauto.jl

	```




## Optimizer



OSQP (🥇32 ·  ⭐ 1.6K) - Operator Splitting QP Solver. Apache-2        

- [GitHub](https://github.com/osqp/osqp) (👨‍💻 32 · 🔀 340 · 📥 66K · 📋 340 - 25% open · ⏱️ 21.05.2024):

	```

	git clone https://github.com/osqp/osqp

	```

- [PyPi](https://pypi.org/project/osqp) (📥 1.7M / month · 📦 80 · ⏱️ 22.05.2024):

	```

	pip install osqp

	```

- [Conda](https://anaconda.org/conda-forge/osqp) (📥 850K · ⏱️ 17.05.2024):

	```

	conda install -c conda-forge osqp

	```

PySCIPOpt (🥇30 ·  ⭐ 760 · 📉) - Python interface for SCIP. MIT    

- [GitHub](https://github.com/scipopt/PySCIPOpt) (👨‍💻 71 · 🔀 260 · 📦 180 · 📋 510 - 5% open · ⏱️ 17.05.2024):

	```

	git clone https://github.com/scipopt/PySCIPOpt

	```

- [PyPi](https://pypi.org/project/PySCIPOpt) (📥 12K / month · 📦 21 · ⏱️ 05.03.2024):

	```

	pip install PySCIPOpt

	```

- [Conda](https://anaconda.org/conda-forge/pyscipopt) (📥 240K · ⏱️ 05.04.2024):

	```

	conda install -c conda-forge pyscipopt

	```

HiGHS (🥈29 ·  ⭐ 830 · 📉) - Large-scale Sparse Linear Problem Optimizer. MIT      

- [GitHub](https://github.com/ERGO-Code/HiGHS) (👨‍💻 63 · 🔀 160 · 📦 100 · 📋 650 - 11% open · ⏱️ 07.03.2024):

	```

	git clone https://github.com/ERGO-Code/HiGHS

	```

- [PyPi](https://pypi.org/project/highspy) (📥 40K / month · 📦 11 · ⏱️ 10.03.2024):

	```

	pip install highspy

	```

- [Conda](https://anaconda.org/conda-forge/highs) (📥 4.1K · ⏱️ 21.05.2024):

	```

	conda install -c conda-forge highs

	```

Ipopt (🥈27 ·  ⭐ 1.3K) - COIN-OR Interior Point Optimizer. EPL-2.0   

- [GitHub](https://github.com/coin-or/Ipopt) (👨‍💻 33 · 🔀 260 · 📥 13K · 📋 580 - 1% open · ⏱️ 04.06.2024):

	```

	git clone https://github.com/coin-or/Ipopt

	```

- [PyPi](https://pypi.org/project/ipopt) (📥 1.5K / month · 📦 10 · ⏱️ 07.04.2021):

	```

	pip install ipopt

	```

- [Conda](https://anaconda.org/conda-forge/ipopt) (📥 1.1M · ⏱️ 05.06.2024):

	```

	conda install -c conda-forge ipopt

	```

SCS (🥈27 ·  ⭐ 520) - Splitting Conic Solver. MIT        

- [GitHub](https://github.com/cvxgrp/scs) (👨‍💻 28 · 🔀 130 · 📋 170 - 20% open · ⏱️ 21.05.2024):

	```

	git clone https://github.com/cvxgrp/scs

	```

- [PyPi](https://pypi.org/project/scs) (📥 1.1M / month · 📦 44 · ⏱️ 29.05.2024):

	```

	pip install scs

	```

- [Conda](https://anaconda.org/conda-forge/scs) (📥 850K · ⏱️ 22.05.2024):

	```

	conda install -c conda-forge scs

	```

ECOS (🥉26 ·  ⭐ 450 · 💤) - Conic solver for second-order cone programming. ❗️GPL-3.0     

- [GitHub](https://github.com/embotech/ecos) (👨‍💻 40 · 🔀 120 · 📋 160 - 41% open · ⏱️ 04.01.2022):

	```

	git clone https://github.com/embotech/ecos

	```

- [PyPi](https://pypi.org/project/ecos) (📥 1.1M / month · 📦 46 · ⏱️ 07.02.2024):

	```

	pip install ecos

	```

- [Conda](https://anaconda.org/conda-forge/ecos) (📥 770K · ⏱️ 17.05.2024):

	```

	conda install -c conda-forge ecos

	```

Clarabel.rs (🥉26 ·  ⭐ 270 · 📈) - Interior-point solver for convex conic optimisation.. Apache-2     

- [GitHub](https://github.com/oxfordcontrol/Clarabel.rs) (👨‍💻 8 · 🔀 21 · 📦 12 · 📋 28 - 17% open · ⏱️ 03.06.2024):

	```

	git clone https://github.com/oxfordcontrol/Clarabel.rs

	```

- [PyPi](https://pypi.org/project/clarabel) (📥 870K / month · 📦 18 · ⏱️ 01.06.2024):

	```

	pip install clarabel

	```

- [Conda](https://anaconda.org/conda-forge/clarabel) (📥 54K · ⏱️ 02.03.2024):

	```

	conda install -c conda-forge clarabel

	```

CBC (🥉22 ·  ⭐ 740) - COIN-OR Branch-and-Cut solver. EPL-2.0     

- [GitHub](https://github.com/coin-or/Cbc) (👨‍💻 31 · 🔀 100 · 📥 23K · 📋 480 - 26% open · ⏱️ 04.06.2024):

	```

	git clone https://github.com/coin-or/Cbc

	```

- [Conda](https://anaconda.org/conda-forge/coincbc) (📥 1M · ⏱️ 06.06.2024):

	```

	conda install -c conda-forge coincbc

	```

AMPLPY (🥉22 ·  ⭐ 60) - Python API for AMPL. BSD-3     

- [GitHub](https://github.com/ampl/amplpy) (👨‍💻 8 · 🔀 18 · 📦 74 · ⏱️ 21.05.2024):

	```

	git clone https://github.com/ampl/amplpy

	```

- [PyPi](https://pypi.org/project/amplpy) (📥 25K / month · 📦 2 · ⏱️ 21.05.2024):

	```

	pip install amplpy

	```

- [Conda](https://anaconda.org/conda-forge/amplpy) (📥 220K · ⏱️ 30.05.2024):

	```

	conda install -c conda-forge amplpy

	```

PIQP (🥉18 ·  ⭐ 59) - Proximal Interior Point Quadratic Programming solver. BSD-2       

- [GitHub](https://github.com/PREDICT-EPFL/piqp) (👨‍💻 2 · 🔀 10 · 📥 98 · 📦 12 · 📋 6 - 66% open · ⏱️ 02.06.2024):

	```

	git clone https://github.com/PREDICT-EPFL/piqp

	```

- [PyPi](https://pypi.org/project/piqp) (📥 16K / month · 📦 8 · ⏱️ 24.05.2024):

	```

	pip install piqp

	```

- [Conda](https://anaconda.org/conda-forge/piqp) (📥 19K · ⏱️ 25.05.2024):

	```

	conda install -c conda-forge piqp

	```

Clarabel.jl (🥉16 ·  ⭐ 160) - Interior-point solver for convex conic optimisation in.. Apache-2  

- [GitHub](https://github.com/oxfordcontrol/Clarabel.jl) (👨‍💻 11 · 🔀 16 · 📋 47 - 4% open · ⏱️ 06.06.2024):

	```

	git clone https://github.com/oxfordcontrol/Clarabel.jl

	```




## Optimization Modeling Language



CVXPY (🥇38 ·  ⭐ 5.2K) - Convex optimization modeling language. Apache-2    

- [GitHub](https://github.com/cvxpy/cvxpy) (👨‍💻 200 · 🔀 1K · 📥 320 · 📦 12K · 📋 1.4K - 12% open · ⏱️ 06.06.2024):

	```

	git clone https://github.com/cvxpy/cvxpy

	```

- [PyPi](https://pypi.org/project/cvxpy) (📥 1.3M / month · 📦 510 · ⏱️ 11.05.2024):

	```

	pip install cvxpy

	```

- [Conda](https://anaconda.org/conda-forge/cvxpy) (📥 1M · ⏱️ 23.05.2024):

	```

	conda install -c conda-forge cvxpy

	```

Pyomo (🥈36 ·  ⭐ 1.9K) - Python-based Optimization Modeling Language. BSD-3     

- [GitHub](https://github.com/Pyomo/pyomo) (👨‍💻 150 · 🔀 480 · 📥 2.3K · 📦 1.9K · 📋 1.3K - 21% open · ⏱️ 29.05.2024):

	```

	git clone https://github.com/Pyomo/pyomo

	```

- [PyPi](https://pypi.org/project/Pyomo) (📥 390K / month · 📦 240 · ⏱️ 29.05.2024):

	```

	pip install Pyomo

	```

- [Conda](https://anaconda.org/conda-forge/pyomo) (📥 860K · ⏱️ 29.05.2024):

	```

	conda install -c conda-forge pyomo

	```

JuMP (🥈26 ·  ⭐ 2.2K) - Julia-based Optimization Modeling Language. MPL-2.0   

- [GitHub](https://github.com/jump-dev/JuMP.jl) (👨‍💻 150 · 🔀 390 · 📋 1.5K - 5% open · ⏱️ 05.06.2024):

	```

	git clone https://github.com/jump-dev/JuMP.jl

	```

CVXOPT (🥈26 ·  ⭐ 960) - Python Software for Convex Optimization. ❗️GPL-3.0      

- [GitHub](https://github.com/cvxopt/cvxopt) (👨‍💻 9 · 🔀 200 · 📦 10K · 📋 190 - 21% open · ⏱️ 24.03.2024):

	```

	git clone https://github.com/cvxopt/cvxopt

	```

- [PyPi](https://pypi.org/project/cvxopt) (📥 450K / month · 📦 350 · ⏱️ 09.08.2023):

	```

	pip install cvxopt

	```

- [Conda](https://anaconda.org/conda-forge/cvxopt) (📥 980K · ⏱️ 23.09.2023):

	```

	conda install -c conda-forge cvxopt

	```

RSOME (🥉18 ·  ⭐ 260 · 📈) - Robust Stochastic Optimization Made Easy. ❗️GPL-3.0    

- [GitHub](https://github.com/XiongPengNUS/rsome) (👨‍💻 3 · 🔀 52 · 📋 41 - 12% open · ⏱️ 04.06.2024):

	```

	git clone https://github.com/XiongPengNUS/rsome

	```

- [PyPi](https://pypi.org/project/rsome) (📥 1.9K / month · 📦 4 · ⏱️ 04.06.2024):

	```

	pip install rsome

	```

PyOptInterface (🥉16 ·  ⭐ 130 · 📈) - Efficient modeling interface for optimization in.. MPL-2.0    

- [GitHub](https://github.com/metab0t/PyOptInterface) (👨‍💻 1 · 🔀 4 · 📦 1 · ⏱️ 30.05.2024):

	```

	git clone https://github.com/metab0t/PyOptInterface

	```

- [PyPi](https://pypi.org/project/pyoptinterface) (📥 2.4K / month · ⏱️ 30.05.2024):

	```

	pip install pyoptinterface

	```

KVXOPT (🥉14 ·  ⭐ 10) - CVXOPT with more wrappers suite-sparse. ❗️GPL-3.0    

- [GitHub](https://github.com/sanurielf/kvxopt) (👨‍💻 18 · 🔀 1 · 📦 21 · ⏱️ 08.05.2024):

	```

	git clone https://github.com/sanurielf/kvxopt

	```

- [PyPi](https://pypi.org/project/kvxopt) (📥 2.2K / month · 📦 12 · ⏱️ 08.05.2024):

	```

	pip install kvxopt

	```

- [Conda](https://anaconda.org/conda-forge/kvxopt) (📥 120K · ⏱️ 09.05.2024):

	```

	conda install -c conda-forge kvxopt

	```




## Machine/Reinforcement Learning for Power Grid



Grid2Op (🥇26 ·  ⭐ 260) - Modeling sequential decision making in power systems. MPL-2.0    

- [GitHub](https://github.com/rte-france/Grid2Op) (👨‍💻 32 · 🔀 110 · 📋 340 - 11% open · ⏱️ 27.05.2024):

	```

	git clone https://github.com/rte-france/Grid2Op

	```

- [PyPi](https://pypi.org/project/Grid2Op) (📥 1.5K / month · 📦 20 · ⏱️ 27.05.2024):

	```

	pip install Grid2Op

	```

- [Docker Hub](https://hub.docker.com/r/bdonnot/grid2op) (📥 9.7K · ⭐ 1 · ⏱️ 05.07.2022):

	```

	docker pull bdonnot/grid2op

	```

RLGC (🥉9 ·  ⭐ 100 · 💤) - RL for Grid Control (RLGC). ❗️BSD  

- [GitHub](https://github.com/RLGC-Project/RLGC) (👨‍💻 4 · 🔀 28 · 📋 15 - 33% open · ⏱️ 08.04.2022):

	```

	git clone https://github.com/RLGC-Project/RLGC

	```

andes_gym (🥉5 ·  ⭐ 8 · 💤) - ANDES RL Environment for OpenAI Gym. ❗️GPL-3.0  

- [GitHub](https://github.com/cuihantao/andes_gym) (👨‍💻 2 · 🔀 4 · ⏱️ 28.01.2022):

	```

	git clone https://github.com/cuihantao/andes_gym

	```




## Co-Simulation Environment



OpenModelica (🥇27 ·  ⭐ 770) - Modelica-based environment for modeling and simulation. ❗️Custom 

- [GitHub](https://github.com/OpenModelica/OpenModelica) (👨‍💻 190 · 🔀 290 · 📥 360 · 📋 7.7K - 24% open · ⏱️ 05.06.2024):

	```

	git clone https://github.com/OpenModelica/OpenModelica

	```

- [Docker Hub](https://hub.docker.com/r/openmodelica/openmodelica) (📥 41K · ⭐ 6 · ⏱️ 07.05.2024):

	```

	docker pull openmodelica/openmodelica

	```

precice (🥉25 ·  ⭐ 690 · 📉) - Precise Code Interaction Coupling Environment. ❗️LGPL-3.0  

- [GitHub](https://github.com/precice/precice) (👨‍💻 57 · 🔀 170 · 📥 26K · 📋 840 - 24% open · ⏱️ 06.06.2024):

	```

	git clone https://github.com/precice/precice

	```

- [PyPi](https://pypi.org/project/pyprecice) (📥 520 / month · 📦 4 · ⏱️ 12.04.2024):

	```

	pip install pyprecice

	```

- [Conda](https://anaconda.org/conda-forge/pyprecice) (📥 25K · ⏱️ 20.05.2024):

	```

	conda install -c conda-forge pyprecice

	```

- [Docker Hub](https://hub.docker.com/r/precice/precice) (📥 18K · ⏱️ 06.06.2024):

	```

	docker pull precice/precice

	```




## Gas Simulation



pandapipes (🥇24 ·  ⭐ 120 · 📈) - Pipeflow Calculation Tool. BSD-3    

- [GitHub](https://github.com/e2nIEE/pandapipes) (👨‍💻 22 · 🔀 52 · 📦 20 · 📋 130 - 39% open · ⏱️ 07.05.2024):

	```

	git clone https://github.com/e2nIEE/pandapipes

	```

- [PyPi](https://pypi.org/project/pandapipes) (📥 1.3K / month · 📦 4 · ⏱️ 09.04.2024):

	```

	pip install pandapipes

	```

GasModels.jl (🥉14 ·  ⭐ 64) - Gas Network Optimization. BSD-3  

- [GitHub](https://github.com/lanl-ansi/GasModels.jl) (👨‍💻 13 · 🔀 15 · 📋 150 - 32% open · ⏱️ 15.05.2024):

	```

	git clone https://github.com/lanl-ansi/GasModels.jl

	```

MPNG (🥉7 ·  ⭐ 9) - Simulator for Optimal Power and Natural Gas Flow. BSD-3 

- [GitHub](https://github.com/MATPOWER/mpng) (👨‍💻 3 · 🔀 3 · ⏱️ 13.09.2023):

	```

	git clone https://github.com/MATPOWER/mpng

	```




## Visualization



PowSyBl Diagram (🥇18 ·  ⭐ 69) - single-line substation diagrams and network graph.. MPL-2.0   

- [GitHub](https://github.com/powsybl/powsybl-diagram) (👨‍💻 24 · 🔀 12 · 📦 23 · 📋 160 - 35% open · ⏱️ 24.05.2024):

	```

	git clone https://github.com/powsybl/powsybl-diagram

	```

PowerGraphics.jl (🥉13 ·  ⭐ 29) - Visualization for PowerSimulations; NREL Sienna. BSD-3   

- [GitHub](https://github.com/NREL-Sienna/PowerGraphics.jl) (👨‍💻 9 · 🔀 10 · 📋 37 - 37% open · ⏱️ 04.06.2024):

	```

	git clone https://github.com/NREL-Sienna/powergraphics.jl

	```

LTB AGVis (🥉9 ·  ⭐ 7) - Geographical Visualization for Power Grid; CURENT LTB. ❗️GPL-3.0  

- [GitHub](https://github.com/CURENT/agvis) (👨‍💻 9 · 🔀 6 · 📥 9 · 📋 25 - 36% open · ⏱️ 18.04.2024):

	```

	git clone https://github.com/CURENT/agvis

	```

- [PyPi](https://pypi.org/project/agvis) (📥 4 / month · ⏱️ 26.04.2023):

	```

	pip install agvis

	```




## Messaging Environment



HELICS (🥇23 ·  ⭐ 120) - Co-simulation framework. BSD-3        

- [GitHub](https://github.com/GMLC-TDC/HELICS) (👨‍💻 38 · 🔀 40 · 📥 22K · 📋 650 - 12% open · ⏱️ 23.05.2024):

	```

	git clone https://github.com/GMLC-TDC/HELICS

	```

- [PyPi](https://pypi.org/project/helics) (📥 3.2K / month · 📦 7 · ⏱️ 10.04.2024):

	```

	pip install helics

	```

- [Conda](https://anaconda.org/conda-forge/helics) (📥 20K · ⏱️ 16.06.2023):

	```

	conda install -c conda-forge helics

	```

LTB DiME (🥉8 ·  ⭐ 4) - Distributed Messaging Environment; CURENT LTB. ❗️GPL-3.0   

- [GitHub](https://github.com/CURENT/dime) (👨‍💻 4 · 🔀 3 · 📋 48 - 27% open · ⏱️ 31.07.2023):

	```

	git clone https://github.com/CURENT/dime

	```




## Power System Data



🔗 Australian MV-LV Networks ( ⭐ 24 · 🐣)  - Large-scale three-phase Australian MV distribution..

🔗 Power Grid Lib - Optimal Power Flow ( ⭐ 280)  - Benchmarks for OPF.

🔗 Power Grid Lib - Unit Commitment ( ⭐ 80 · 💤)  - Benchmarks for UC.

🔗 Power Grid Lib - Optimal Power Flow with HVDC Lines ( ⭐ 16)  - Benchmarks for OPF with HVDC.

🔗 WECC-and-NPCC-Electricity-Economic-Data ( ⭐ 5)  - Economic data on WECC and NPCC.

🔗 OpenDataElia  - Data by opendatasoft.

🔗 Data on Energy ( ⭐ 270)  - Data on energy by Our World in Data.

🔗 COVID-EMDA ( ⭐ 58)  - Cross-Domain Data Hub with Data in USA.

GridStatus (🥇23 ·  ⭐ 250) - Extract data from ISOs and other sources. BSD-3   

- [GitHub](https://github.com/kmax12/gridstatus) (👨‍💻 21 · 🔀 43 · 📦 9 · 📋 120 - 52% open · ⏱️ 05.06.2024):

	```

	git clone https://github.com/kmax12/gridstatus

	```

- [PyPi](https://pypi.org/project/gridstatus) (📥 2.8K / month · 📦 1 · ⏱️ 04.03.2024):

	```

	pip install gridstatus

	```

powerplantmatching (🥇23 ·  ⭐ 150) - Tools to combine multiple power plant databases. BSD-2    

- [GitHub](https://github.com/PyPSA/powerplantmatching) (👨‍💻 24 · 🔀 51 · 📥 57 · 📦 50 · 📋 82 - 30% open · ⏱️ 12.05.2024):

	```

	git clone https://github.com/PyPSA/powerplantmatching

	```

- [PyPi](https://pypi.org/project/powerplantmatching) (📥 1.4K / month · ⏱️ 12.05.2024):

	```

	pip install powerplantmatching

	```

- [Conda](https://anaconda.org/conda-forge/powerplantmatching) (📥 34K · ⏱️ 12.05.2024):

	```

	conda install -c conda-forge powerplantmatching

	```

Atlite (🥉22 ·  ⭐ 250) - Calculating Renewable Power Potentials. BSD-2     

- [GitHub](https://github.com/PyPSA/atlite) (👨‍💻 29 · 🔀 77 · 📦 62 · 📋 110 - 24% open · ⏱️ 06.05.2024):

	```

	git clone https://github.com/PyPSA/atlite

	```

- [PyPi](https://pypi.org/project/atlite) (📥 5.7K / month · ⏱️ 25.10.2023):

	```

	pip install atlite

	```

- [Conda](https://anaconda.org/conda-forge/atlite) (📥 45K · ⏱️ 25.10.2023):

	```

	conda install -c conda-forge atlite

	```

DeepSolar (🥉9 ·  ⭐ 240 · 💤) - Houseshold-level solar panel identification with deep learning. MIT 

- [GitHub](https://github.com/wangzhecheng/DeepSolar) (👨‍💻 2 · 🔀 66 · 📋 17 - 76% open · ⏱️ 26.03.2019):

	```

	git clone https://github.com/wangzhecheng/DeepSolar

	```




## Power Electronics



GSEIM (🥇7 ·  ⭐ 10) - Simulation of electrical circuits. ❗️GPL-3.0   

- [GitHub](https://github.com/gseim/gseim) (👨‍💻 3 · 🔀 3 · 📋 6 - 33% open · ⏱️ 19.08.2023):

	```

	git clone https://github.com/gseim/gseim

	```

- [PyPi](https://pypi.org/project/GSEIM) (📥 6 / month · ⏱️ 16.07.2022):

	```

	pip install GSEIM

	```




## Textbook



🔗 TextbookSimulations ( ⭐ 9)  - Examples and problems accompanying Daniel Kirschens Power..  

🔗 UTK ECE 522 - Power System Analysis II ( ⭐ 3)  - Hands-on Project for Power System Analysis II (UTK..  

🔗 ELEC0447 Analysis of Electric Power and Energy Systems ( ⭐ 16)  - Masters course of power systems analysis at ULige.  

---

## Project Popularity Score

- Has homepage link & description: `+ 1`

- Has an existing GitHub repository: `+ 1`

- Has a license: `+ 1`

- Has a commonly used license (e.g. MIT): `+ 1`

- Has multiple releases: `+ 1`

- Has stable releases based on semantic version: `+ 1`

- Has a release that is less than 6 months old: `+ 1`

- Repo was update in the last 3 months: `+ 1`

- Is older than 6 months: `+ 1`

- Metrics from GitHub & package mangers:

  - Number of stars: `+ log(COUNT / 2)`

  - Number of contributors: `+ log(COUNT / 2) - 1`

  - Number of commits: `+ log(COUNT / 2) - 1`

  - Number of forks: `+ log(COUNT / 2)`

  - Number of monthly downloads: `+ log(COUNT / 2) - 1`

  - Number of dependent projects: `+ log(COUNT / 1.5)`

  - Number of watchers: `+ log(COUNT / 2) - 1`

  - Number of closed issues: `+ log(COUNT / 2) - 1`

**NOTE**: This calculation is just chosen by ***EXPERIENCE***. There is ***NO*** scientific proof that this really reflects the ***QUALITY*** of a project.

## Project Data Collection

The data collection can be deficient for the projects that are not majorly hosted in GitHub.

## Related Resources

- [G-PST Tools Portal](https://g-pst.github.io/tools/): An open tools portal with a classification approach

- [Open Source Software (OSS) for Electricity Market Research, Teaching, and Training](https://www2.econ.iastate.edu/tesfatsi/ElectricOSS.htm)

- [Papers With Code](https://paperswithcode.com): Discover ML papers, code, and evaluation tables.

## Contribution

Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways:

- Open an issue by selecting one of the provided categories from the [issue page](https://github.com/jinningwang/best-of-ps/issues/new/choose) and fill in the requested information.

- Modify the [projects.yaml](https://github.com/jinningwang/best-of-ps/blob/main/projects.yaml) with your additions or changes, and submit a pull request. This can also be done directly via the [Github UI](https://github.com/jinningwang/best-of-ps/edit/main/projects.yaml).

If you like to contribute to or share suggestions regarding the project metadata collection or markdown generation, please refer to the [best-of-generator](https://github.com/best-of-lists/best-of-generator) repository. If you like to create your own best-of list, we recommend to follow [this guide](https://github.com/best-of-lists/best-of/blob/main/create-best-of-list.md).

For more information on how to add or update projects, please read the [contribution guidelines](https://github.com/jinningwang/best-of-ps/blob/main/CONTRIBUTING.md). By participating in this project, you agree to abide by its [Code of Conduct](https://github.com/jinningwang/best-of-ps/blob/main/.github/CODE_OF_CONDUCT.md).

## License

[![CC0](https://mirrors.creativecommons.org/presskit/buttons/88x31/svg/by-sa.svg)](https://creativecommons.org/licenses/by-sa/4.0/)