best of ps

Popular Open Source Libraries for Power System Analysis

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

This curated list contains 130 open-source projects with a total of 67K stars grouped into 15 categories. All projects are ranked by a project-popularity 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, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!

Contents

• Phasor Simulation 13 projects
• EMT Simulation 2 projects
• Steady State Simulation 34 projects
• Interface 12 projects
• Gas Simulation 3 projects
• Co-Simulation Environment 2 projects
• Optimization Modeling Language 8 projects
• Optimizer 17 projects
• Machine/Reinforcement Learning for Power Grid 3 projects
• Visualization 3 projects
• Messaging Environment 2 projects
• Power System Data 17 projects
• Power Electronics 1 projects
• Database Management 2 projects
• Textbook 8 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 (?22 · 240) - Transient Stability Simulator; CURENT LTB. ❗️GPL-3.0

• GitHub (?‍ 23 · ? 110 · ? 22 · ? 70 - 12% open · ⏱️ 25.03.2024):

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

• PyPi (? 2.2K / month · ? 4 · ⏱️ 25.03.2024):

   pip install andes
  

• Conda (? 550K · ⏱️ 25.03.2024):

   conda install -c conda-forge andes
  

• Docker Hub:

   docker pull CURENT/andes
  

Dynaωo (?22 · 77) - C++/Modelica simulation tools for power systems. MPL-2.0

• GitHub (?‍ 56 · ? 23 · ? 17K · ? 1.5K - 8% open · ⏱️ 19.12.2024):

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

OpenIPSL (?19 · 83) - A library of power system component models written in the.. BSD-3

• GitHub (?‍ 34 · ? 53 · ? 500 · ? 120 - 13% open · ⏱️ 17.12.2024):

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

GridLAB-D (?18 · 160) - Distribution power system simulator. ❗️Custom

• GitHub (?‍ 75 · ? 100 · ? 5.3K · ? 1.3K - 24% open · ⏱️ 22.02.2024):

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

PowerSimulationsDynamics.jl (?15 · 180) - Dynamic Power System simulations; NREL Sienna. BSD-3

• GitHub (?‍ 15 · ? 39 · ? 130 - 32% open · ⏱️ 21.10.2024):

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

STEPS (?14 · 47) - Balanced large-scale AC-DC hybrid power system analysis. MIT

• GitHub (?‍ 4 · ? 19 · ? 42 · ? 7 · ? 3 - 33% open · ⏱️ 24.03.2024):

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

• PyPi (? 450 / month · ⏱️ 22.09.2024):

   pip install stepspy
  

PowerSystems (?13 · 67) - Modelica 3rd party library for electrical power systems. ❗️Custom

• GitHub (?‍ 10 · ? 35 · ? 41 - 34% open · ⏱️ 07.05.2024):

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

OpenDER (?13 · 55) - Inverter-based DER simulation. BSD-3

• GitHub (?‍ 2 · ? 21 · ? 3 · ⏱️ 12.06.2024):

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

• PyPi (? 900 / month · ⏱️ 12.06.2024):

   pip install opender
  

GridPACK (?12 · 47) - High-Performance Electric Grid Simulation. ❗️Custom

• GitHub (?‍ 50 · ? 20 · ? 620 · ? 130 - 25% open · ⏱️ 17.12.2024):

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

PowerSAS.m (?7 · 16) - Power grid analysis framework based on semi-analytical solutions. BSD-3

• GitHub (?‍ 4 · ? 5 · ⏱️ 05.01.2024):

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

OpenHybridSim (?6 · 7 · ?) - EMT-TS hybrid simulation. BSD-3

• GitHub (? 4 · ⏱️ 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 (?22 · 72) - Simulation for both EMT and phasor. MPL-2.0

• GitHub (?‍ 34 · ? 52 · ? 10 · ? 150 - 56% open · ⏱️ 11.12.2024):

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

• PyPi (? 240 / month · ⏱️ 10.12.2022):

   pip install dpsim
  

ParaEMT (?10 · 58) - Parallel EMT simulation. BSD-3

• GitHub (?‍ 4 · ? 19 · ⏱️ 29.10.2024):

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

Steady State Simulation

pandapower (?33 · 900) - Convenient Power System Modelling and Analysis. BSD-3

• GitHub (?‍ 140 · ? 470 · ? 400 · ? 1.1K - 21% open · ⏱️ 20.12.2024):

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

• PyPi (? 30K / month · ? 58 · ⏱️ 20.12.2024):

   pip install pandapower
  

• Conda (? 21K · ⏱️ 19.06.2024):

   conda install -c conda-forge pandapower
  

• Docker Hub (? 100 · ⏱️ 09.02.2021):

   docker pull pauldepraz/pandapowerapi
  

PyPSA (?31 · 1.3K · ?) - Python for Power System Analysis. MIT

• GitHub (?‍ 90 · ? 460 · ? 230 · ? 400 - 27% open · ⏱️ 19.12.2024):

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

• PyPi (? 15K / month · ? 27 · ⏱️ 05.12.2024):

   pip install pypsa
  

• Conda (? 100K · ⏱️ 06.12.2024):

   conda install -c conda-forge pypsa
  

Power Grid Model (?28 · 150 · ?) - Steady-state distribution power system analysis. MPL-2.0

• GitHub (?‍ 23 · ? 32 · ? 320 · ? 20 · ? 200 - 32% open · ⏱️ 19.12.2024):

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

• PyPi (? 170K / month · ? 4 · ⏱️ 19.12.2024):

   pip install power-grid-model
  

• Conda (? 1.7M · ⏱️ 05.12.2024):

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

GridCal (?26 · 430) - Cross-platform power systems software. ❗️LGPL-3.0

• GitHub (?‍ 50 · ? 95 · ? 49 · ? 9 · ? 190 - 5% open · ⏱️ 16.12.2024):

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

• PyPi (? 5.9K / month · ⏱️ 17.12.2024):

   pip install GridCal
  

PowSyBl Core (?24 · 130) - Framework to build power system software. MPL-2.0

• GitHub (?‍ 110 · ? 43 · ? 87 · ? 600 - 42% open · ⏱️ 20.12.2024):

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

PyPSA-Eur (?22 · 380) - Sector-Coupled Optimisation Model of the European Energy.. MIT

• GitHub (?‍ 79 · ? 240 · ? 510 - 29% open · ⏱️ 19.12.2024):

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

• Docker Hub:

   docker pull nimfetrisa/pypsa-eur
  

PowerSimulations.jl (?22 · 280) - Power Systems optimization simulation and modeling;.. BSD-3

• GitHub (?‍ 37 · ? 56 · ? 360 - 14% open · ⏱️ 17.12.2024):

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

PyPowSyBl (?22 · 60) - A PowSyBl and Python integration. MPL-2.0

• GitHub (?‍ 30 · ? 12 · ? 190 · ? 220 - 30% open · ⏱️ 20.12.2024):

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

• PyPi (? 6.4K / month · ? 7 · ⏱️ 07.11.2024):

   pip install pypowsybl
  

LightSim2Grid (?22 · 52) - A fast backend for the Grid2Op. MPL-2.0

• GitHub (?‍ 5 · ? 11 · ? 250 · ? 49 · ? 52 - 34% open · ⏱️ 17.12.2024):

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

• PyPi (? 59K / month · ? 21 · ⏱️ 17.12.2024):

   pip install LightSim2Grid
  

• Docker Hub (? 320 · ⏱️ 01.02.2022):

   docker pull bdonnot/lightsim2grid
  

MATPOWER (?21 · 440) - Steady state power flow simulation. BSD-3

• GitHub (?‍ 18 · ? 150 · ? 500K · ? 210 - 9% open · ⏱️ 09.10.2024):

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

• Docker Hub (? 2K · ⏱️ 09.10.2024):

   docker pull matpower/matpower
  

PYPOWER (?21 · 340) - Port of MATPOWER to Python. ❗️BSD

• GitHub (?‍ 20 · ? 110 · ? 120 · ? 45 - 73% open · ⏱️ 02.09.2024):

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

• PyPi (? 15K / month · ? 14 · ⏱️ 02.09.2024):

   pip install PYPOWER
  

• Conda (? 3.2K · ⏱️ 16.06.2023):

   conda install -c invenia pypower
  

• Docker Hub (? 24 · ⏱️ 19.05.2019):

   docker pull hwanghust/pypower
  

GridPath (?21 · 100) - Power system planning and operations. Apache-2

• GitHub (?‍ 11 · ? 35 · ? 1.2K · ? 4 · ? 340 - 22% open · ⏱️ 24.12.2024):

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

• PyPi (? 180 / month · ⏱️ 04.10.2024):

   pip install GridPath
  

PowerModels.jl (?19 · 400 · ?) - Power Network Optimization. ❗️BSD

• GitHub (?‍ 30 · ? 150 · ? 490 - 18% open · ⏱️ 03.11.2024):

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

PyPSA-USA (?19 · 69) - Power System Model for the United States. MIT

• GitHub (?‍ 11 · ? 25 · ? 290 - 34% open · ⏱️ 09.12.2024):

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

PowerGenome (?18 · 200) - Create inputs for power systems models. MIT

• GitHub (?‍ 17 · ? 65 · ? 150 - 47% open · ⏱️ 17.10.2024):

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

• PyPi (? 96 / month · ⏱️ 14.05.2024):

   pip install PowerGenome
  

• Conda (? 670 · ⏱️ 02.01.2024):

   conda install -c conda-forge powergenome
  

REopt (?18 · 91 · ?) - Renewable Energy Integration & Optimization. BSD-3

• GitHub (?‍ 21 · ? 46 · ? 570 · ? 84 - 52% open · ⏱️ 15.11.2024):

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

GenX (?17 · 280 · ?) - Configurable capacity expansion model. ❗️GPL-2.0

• GitHub (?‍ 33 · ? 120 · ? 290 - 17% open · ⏱️ 23.09.2024):

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

LTB AMS (?16 · 8) - Scheduling Modeling and Simulation; CURENT LTB. ❗️GPL-3.0

• GitHub (?‍ 4 · ? 6 · ? 3 · ? 3 - 33% open · ⏱️ 05.12.2024):

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

• PyPi (? 260 / month · ⏱️ 05.12.2024):

   pip install ltbams
  

• Conda (? 7.2K · ⏱️ 06.12.2024):

   conda install -c conda-forge ltbams
  

matpower-pip (?15 · 21) - Easy Python Access to MATPOWER. MIT

• GitHub (?‍ 1 · ? 8 · ? 16 - 12% open · ⏱️ 21.11.2024):

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

• PyPi (? 490 / month · ? 2 · ⏱️ 05.10.2024):

   pip install matpower
  

Open RAO (?15 · 17) - Power systems coordinated capacity calculation and security.. MPL-2.0

• GitHub (?‍ 35 · ? 7 · ? 45 · ? 120 - 35% open · ⏱️ 19.12.2024):

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

EGRET (?14 · 140 · ?) - Tools for Power Systems Optimization Modeling. ❗️BSD

• GitHub (?‍ 38 · ? 49 · ? 8 · ? 83 - 54% open · ⏱️ 14.11.2023):

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

ReEDS-2.0 (?14 · 130) - Capacity planning and dispatch model. ❗️GPL-3.0

• GitHub (?‍ 14 · ? 21 · ? 22 - 27% open · ⏱️ 19.12.2024):

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

PowerNetworkMatrices.jl (?14 · 21) - Power systems matrices; NREL Sienna. BSD-3

• GitHub (?‍ 6 · ? 8 · ? 45 - 46% open · ⏱️ 23.09.2024):

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

ExaGO (?13 · 71) - Large-scale power grid optimization. BSD-3

• GitHub (?‍ 28 · ? 9 · ? 85 - 57% open · ⏱️ 15.12.2024):

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

MOST (?11 · 31) - MATPOWER Optimal Scheduling Tool. BSD-3

• GitHub (? 11 · ? 40 - 20% open · ⏱️ 07.10.2024):

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

PowerFlows.jl (?11 · 18) - Collection of Power Flow solution; NREL Sienna. BSD-3

• GitHub (?‍ 7 · ? 9 · ? 43 - 72% open · ⏱️ 21.08.2024):

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

EV-EcoSim (?9 · 22) - A grid-aware co-simulation platform for the design and.. MIT

• GitHub (? 4 · ? 72 - 12% open · ⏱️ 19.04.2024):

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

PowerSystemsInvestmentsPortfolios.jl (?8 · 10) - Data models for Power Systems investment models; NREL.. BSD-3

• GitHub (?‍ 5 · ? 3 · ⏱️ 18.09.2024):

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

AMES - Version 5.0 (?7 · 22 · ?) - Wholesale Power Market Test Bed. ❗️Custom

• GitHub (?‍ 3 · ? 5 · ⏱️ 08.06.2023):

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

DOPER (?7 · 18) - Distributed Optimal and Predictive Energy Resources. BSD-3

• GitHub (?‍ 3 · ? 11 · ⏱️ 10.09.2024):

   git clone https://github.com/LBNL-ETA/DOPER
  

mypower (?6 · 7 · ?) - Supplementary function of MATPOWER in Python. MIT

• GitHub (? 1 · ⏱️ 26.11.2022):

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

PowerSystemsInvestments.jl (?5 · 14) - Power Systems investment models; NREL Sienna. BSD-3

• GitHub (?‍ 4 · ? 4 · ? 2 - 50% open · ⏱️ 08.10.2024):

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

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

• GitHub (?‍ 2 · ? 7 · ? 5 - 60% open · ⏱️ 28.08.2020):

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

Show 1 hidden projects...

• DER-CAM (?1) - DER investment planning. ❗Unlicensed

Interface

OpenDSSDirect.py (?19 · 89) - A direct library interface to OpenDSS. MIT

• GitHub (?‍ 3 · ? 22 · ? 61 · ? 100 - 14% open · ⏱️ 29.03.2024):

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

• PyPi (? 3.7K / month · ? 16 · ⏱️ 11.03.2021):

   pip install OpenDSSDirect.py
  

py-dss-interface (?18 · 27) - A package for access to direct dll version of OpenDSS. MIT

• GitHub (?‍ 6 · ? 9 · ? 32 · ? 55 - 61% open · ⏱️ 22.10.2024):

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

• PyPi (? 700 / month · ? 4 · ⏱️ 21.03.2024):

   pip install py-dss-interface
  

Easy SimAuto (?16 · 43 · ?) - Python interface to PowerWorld. Apache-2

• GitHub (?‍ 11 · ? 12 · ? 6 · ? 100 - 15% open · ⏱️ 05.06.2023):

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

• PyPi (? 1.3K / month · ? 1 · ⏱️ 21.05.2022):

   pip install esa
  

CIMpy (?15 · 55) - CIM files to the XML/RDF format. MPL-2.0

• GitHub (?‍ 11 · ? 22 · ? 8 · ? 22 - 54% open · ⏱️ 30.10.2024):

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

• PyPi (? 380 / month · ? 1 · ⏱️ 20.06.2024):

   pip install cimpy
  

PyDSS (?13 · 34) - A Python wrapper for OpenDSS. BSD-3

• GitHub (?‍ 27 · ? 19 · ? 2 · ? 33 - 51% open · ⏱️ 30.09.2024):

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

• PyPi (? 34 / month · ⏱️ 17.08.2011):

   pip install pydss
  

grg-pssedata (?13 · 31 · ?) - Python tools for working with PSSE v33 data files. BSD-3

• GitHub (?‍ 3 · ? 11 · ? 6 · ? 13 - 23% open · ⏱️ 14.12.2020):

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

• PyPi (? 400 / month · ? 1 · ⏱️ 15.12.2020):

   pip install grg-pssedata
  

DSSData (?12 · 14 · ?) - A micro-framework for simulation and data analysis of.. MIT

• GitHub (?‍ 2 · ? 3 · ? 56 · ? 2 · ? 36 - 13% open · ⏱️ 10.04.2023):

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

• PyPi (? 220 / month · ⏱️ 24.01.2023):

   pip install dssdata
  

cimpyorm (?11 · 10 · ?) - Python ORM middleware for IEC CIM and CGMES datasets. ❗️BSD-3.0

• GitHub (?‍ 5 · ? 5 · ? 4 · ? 3 - 33% open · ⏱️ 19.10.2023):

   git clone https://github.com/RWTH-IAEW/cimpyorm
  

• PyPi (? 3.4K / month · ⏱️ 19.10.2023):

   pip install cimpyorm
  

PSSE RAW (?5 · 35 · ?) - PSSE RAW parser. MIT

• GitHub (?‍ 2 · ? 15 · ⏱️ 07.01.2020):

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

OpenDER interface (?5 · 4) - Interface for OpenDER. BSD-3

• GitHub (?‍ 2 · ⏱️ 24.06.2024):

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

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

• GitHub (? 1 · ⏱️ 05.02.2024):

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

EasySimauto.jl (?3 · 5 · ?) - Julia interface for EasySimAuto and PowerWorld. Apache-2

• GitHub (?‍ 2 · ⏱️ 31.07.2023):

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

Gas Simulation

pandapipes (?25 · 150) - Pipeflow Calculation Tool. BSD-3

• GitHub (?‍ 23 · ? 63 · ? 26 · ? 160 - 49% open · ⏱️ 04.12.2024):

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

• PyPi (? 2.2K / month · ? 8 · ⏱️ 04.12.2024):

   pip install pandapipes
  

GasModels.jl (?14 · 66) - Gas Network Optimization. BSD-3

• GitHub (?‍ 13 · ? 16 · ? 150 - 32% open · ⏱️ 17.10.2024):

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

MPNG (?7 · 10 · ?) - Simulator for Optimal Power and Natural Gas Flow. BSD-3

• GitHub (?‍ 3 · ? 5 · ⏱️ 13.09.2023):

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

Co-Simulation Environment

OpenModelica (?28 · 900) - Modelica-based environment for modeling and simulation. ❗️Custom

• GitHub (?‍ 190 · ? 310 · ? 380 · ? 8.1K - 25% open · ⏱️ 20.12.2024):

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

• Docker Hub (? 46K · 6 · ⏱️ 16.12.2024):

   docker pull openmodelica/openmodelica
  

precice (?26 · 770) - Precise Code Interaction Coupling Environment. ❗️LGPL-3.0

• GitHub (?‍ 58 · ? 180 · ? 31K · ? 870 - 23% open · ⏱️ 19.12.2024):

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

• PyPi (? 980 / month · ? 8 · ⏱️ 05.12.2024):

   pip install pyprecice
  

• Conda (? 70K · ⏱️ 28.08.2024):

   conda install -c conda-forge pyprecice
  

• Docker Hub (? 22K · ⏱️ 26.12.2024):

   docker pull precice/precice
  

Optimization Modeling Language

Pyomo (?38 · 2.1K) - Python-based Optimization Modeling Language. BSD-3

• GitHub (?‍ 160 · ? 520 · ? 3.6K · ? 2.4K · ? 1.4K - 21% open · ⏱️ 18.12.2024):

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

• PyPi (? 470K / month · ? 260 · ⏱️ 18.11.2024):

   pip install Pyomo
  

• Conda (? 1.1M · ⏱️ 19.11.2024):

   conda install -c conda-forge pyomo
  

CVXPY (?37 · 5.5K) - Convex optimization modeling language. Apache-2

• GitHub (?‍ 210 · ? 1.1K · ? 540 · ? 14K · ? 1.5K - 15% open · ⏱️ 23.12.2024):

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

• PyPi (? 2.3M / month · ? 580 · ⏱️ 14.11.2024):

   pip install cvxpy
  

• Conda (? 1.4M · ⏱️ 19.08.2024):

   conda install -c conda-forge cvxpy
  

CVXOPT (?27 · 1K) - Python Software for Convex Optimization. ❗️GPL-3.0

• GitHub (?‍ 9 · ? 210 · ? 12K · ? 190 - 21% open · ⏱️ 23.10.2024):

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

• PyPi (? 780K / month · ? 390 · ⏱️ 09.08.2023):

   pip install cvxopt
  

• Conda (? 1.2M · ⏱️ 04.09.2024):

   conda install -c conda-forge cvxopt
  

JuMP (?26 · 2.3K) - Julia-based Optimization Modeling Language. MPL-2.0

• GitHub (?‍ 160 · ? 400 · ? 1.5K - 0% open · ⏱️ 22.12.2024):

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

PyOptInterface (?20 · 230) - Efficient modeling interface for optimization in.. MPL-2.0

• GitHub (?‍ 2 · ? 8 · ? 10 · ? 17 - 23% open · ⏱️ 21.12.2024):

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

• PyPi (? 2.7K / month · ? 2 · ⏱️ 29.11.2024):

   pip install pyoptinterface
  

RSOME (?18 · 300) - Robust Stochastic Optimization Made Easy. ❗️GPL-3.0

• GitHub (?‍ 3 · ? 55 · ? 43 - 16% open · ⏱️ 15.11.2024):

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

• PyPi (? 4.8K / month · ? 4 · ⏱️ 29.10.2024):

   pip install rsome
  

ExaModels (?13 · 57) - An algebraic modeling and automatic differentiation tool in.. MIT

• GitHub (?‍ 6 · ? 5 · ? 26 - 46% open · ⏱️ 05.12.2024):

   git clone https://github.com/exanauts/ExaModels.jl
  

KVXOPT (?13 · 10) - CVXOPT with more wrappers suite-sparse. ❗️GPL-3.0

• GitHub (?‍ 15 · ? 1 · ? 28 · ⏱️ 08.05.2024):

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

• PyPi (? 4.6K / month · ? 12 · ⏱️ 08.05.2024):

   pip install kvxopt
  

• Conda (? 220K · ⏱️ 07.09.2024):

   conda install -c conda-forge kvxopt
  

Optimizer

OR-Tools (?38 · 11K · ?) - Google Optimization Tools. Apache-2

• GitHub (?‍ 180 · ? 2.1K · ? 840K · ? 270 · ? 3K - 2% open · ⏱️ 24.12.2024):

   git clone https://github.com/google/or-tools
  

• PyPi (? 1.9M / month · ? 260 · ⏱️ 16.09.2024):

   pip install ortools
  

• Conda (? 86K · ⏱️ 16.06.2023):

   conda install -c conda-forge ortools-python
  

Xopt (?36 · 11K · ?) - Flexible high-level optimization in Python. MPL-2.0

• GitHub (?‍ 180 · ? 2.1K · ? 840K · ? 270 · ? 3K - 2% open · ⏱️ 24.12.2024):

   git clone https://github.com/google/or-tools
  

• PyPi (? 710 / month · ? 2 · ⏱️ 06.11.2024):

   pip install xopt
  

• Conda (? 39K · ⏱️ 08.11.2024):

   conda install -c conda-forge xopt
  

Tulip (?34 · 11K · ?) - Interior-point solver in pure Julia. MPL-2.0

• GitHub (?‍ 180 · ? 2.1K · ? 840K · ? 270 · ? 3K - 2% open · ⏱️ 24.12.2024):

   git clone https://github.com/google/or-tools
  

HiGHS (?34 · 1K) - Large-scale Sparse Linear Problem Optimizer. MIT

• GitHub (?‍ 79 · ? 190 · ? 220 · ? 770 - 13% open · ⏱️ 21.12.2024):

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

• PyPi (? 160K / month · ? 47 · ⏱️ 20.12.2024):

   pip install highspy
  

• Conda (? 13K · ⏱️ 21.12.2024):

   conda install -c conda-forge highs
  

PySCIPOpt (?32 · 840) - Python interface for SCIP. MIT

• GitHub (?‍ 75 · ? 250 · ? 280 · ? 540 - 5% open · ⏱️ 16.12.2024):

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

• PyPi (? 80K / month · ? 35 · ⏱️ 31.10.2024):

   pip install PySCIPOpt
  

• Conda (? 390K · ⏱️ 14.11.2024):

   conda install -c conda-forge pyscipopt
  

OSQP (?30 · 1.7K) - Operator Splitting QP Solver. Apache-2

• GitHub (?‍ 34 · ? 360 · ? 86K · ? 360 - 27% open · ⏱️ 10.12.2024):

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

• PyPi (? 2.9M / month · ? 85 · ⏱️ 11.10.2024):

   pip install osqp
  

• Conda (? 1M · ⏱️ 22.10.2024):

   conda install -c conda-forge osqp
  

Ipopt (?28 · 1.5K) - COIN-OR Interior Point Optimizer. EPL-2.0

• GitHub (?‍ 35 · ? 280 · ? 17K · ? 610 - 2% open · ⏱️ 14.12.2024):

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

• PyPi (? 1.2K / month · ? 10 · ⏱️ 07.04.2021):

   pip install ipopt
  

• Conda (? 1.4M · ⏱️ 16.12.2024):

   conda install -c conda-forge ipopt
  

SCS (?28 · 560) - Splitting Conic Solver. MIT

• GitHub (?‍ 28 · ? 130 · ? 180 - 22% open · ⏱️ 10.12.2024):

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

• PyPi (? 2.4M / month · ? 50 · ⏱️ 24.08.2024):

   pip install scs
  

• Conda (? 1.1M · ⏱️ 10.09.2024):

   conda install -c conda-forge scs
  

CBC (?24 · 840) - COIN-OR Branch-and-Cut solver. EPL-2.0

• GitHub (?‍ 34 · ? 120 · ? 34K · ? 490 - 27% open · ⏱️ 07.12.2024):

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

• Conda (? 1.2M · ⏱️ 03.09.2024):

   conda install -c conda-forge coincbc
  

Clp (?24 · 840) - COIN-OR Linear Programming Solver. EPL-2.0

• GitHub (?‍ 34 · ? 120 · ? 34K · ? 490 - 27% open · ⏱️ 07.12.2024):

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

• Conda (? 820K · ⏱️ 22.08.2024):

   conda install -c conda-forge coin-or-clp
  

ECOS (?24 · 480 · ?) - Conic solver for second-order cone programming. ❗️GPL-3.0

• GitHub (?‍ 40 · ? 120 · ? 160 - 40% open · ⏱️ 04.01.2022):

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

• PyPi (? 1.3M / month · ? 49 · ⏱️ 18.06.2024):

   pip install ecos
  

• Conda (? 940K · ⏱️ 10.09.2024):

   conda install -c conda-forge ecos
  

Clarabel.rs (?24 · 360) - Interior-point solver for convex conic optimisation.. Apache-2

• GitHub (?‍ 8 · ? 29 · ? 26 · ? 46 - 39% open · ⏱️ 12.09.2024):

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

• PyPi (? 1.5M / month · ? 24 · ⏱️ 01.06.2024):

   pip install clarabel
  

• Conda (? 130K · ⏱️ 02.03.2024):

   conda install -c conda-forge clarabel
  

AMPLPY (?23 · 71) - Python API for AMPL. BSD-3

• GitHub (?‍ 9 · ? 19 · ? 97 · ? 47 - 2% open · ⏱️ 03.12.2024):

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

• PyPi (? 59K / month · ? 4 · ⏱️ 26.11.2024):

   pip install amplpy
  

• Conda (? 340K · ⏱️ 30.05.2024):

   conda install -c conda-forge amplpy
  

PIQP (?19 · 95) - Proximal Interior Point Quadratic Programming solver. BSD-2

• GitHub (?‍ 3 · ? 13 · ? 380 · ? 30 · ? 11 - 45% open · ⏱️ 15.10.2024):

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

• PyPi (? 45K / month · ? 8 · ⏱️ 02.08.2024):

   pip install piqp
  

• Conda (? 120K · ⏱️ 31.10.2024):

   conda install -c conda-forge piqp
  

MadNLP (?16 · 170) - A solver for nonlinear programming with GPU support. MIT

• GitHub (?‍ 15 · ? 15 · ? 85 - 47% open · ⏱️ 18.12.2024):

   git clone https://github.com/MadNLP/MadNLP.jl
  

Clarabel.jl (?14 · 180) - Interior-point solver for convex conic optimisation in.. Apache-2

• GitHub (?‍ 11 · ? 16 · ? 52 - 9% open · ⏱️ 12.06.2024):

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

OptiVerse (?8 · 12 · ?) - A library with innovative optimization solutions. MIT

• GitHub (?‍ 5 · ? 12 · ⏱️ 05.10.2024):

   git clone https://github.com/feyntech-opt/OptiVerse
  

Machine/Reinforcement Learning for Power Grid

Grid2Op (?25 · 300) - Modeling sequential decision making in power systems. MPL-2.0

• GitHub (?‍ 32 · ? 120 · ? 370 - 14% open · ⏱️ 15.10.2024):

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

• PyPi (? 4.6K / month · ? 20 · ⏱️ 16.12.2024):

   pip install Grid2Op
  

• Docker Hub (? 10K · 1 · ⏱️ 05.07.2022):

   docker pull bdonnot/grid2op
  

RLGC (?9 · 110 · ?) - RL for Grid Control (RLGC). ❗️BSD

• GitHub (?‍ 4 · ? 31 · ? 15 - 33% open · ⏱️ 08.04.2022):

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

andes_gym (?5 · 9 · ?) - ANDES RL Environment for OpenAI Gym. ❗️GPL-3.0

• GitHub (?‍ 2 · ? 4 · ⏱️ 28.01.2022):

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

Visualization

PowSyBl Diagram (?18 · 76) - single-line substation diagrams and network graph.. MPL-2.0

• GitHub (?‍ 27 · ? 13 · ? 30 · ? 160 - 36% open · ⏱️ 16.12.2024):

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

PowerGraphics.jl (?14 · 30) - Visualization for PowerSimulations; NREL Sienna. BSD-3

• GitHub (?‍ 9 · ? 11 · ? 39 - 41% open · ⏱️ 17.12.2024):

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

LTB AGVis (?11 · 7) - Geographical Visualization for Power Grid; CURENT LTB. ❗️GPL-3.0

• GitHub (?‍ 9 · ? 5 · ? 18 · ? 2 · ? 25 - 36% open · ⏱️ 07.06.2024):

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

• PyPi (? 83 / month · ⏱️ 07.06.2024):

   pip install agvis
  

Messaging Environment

HELICS (?25 · 130) - Co-simulation framework. BSD-3

• GitHub (?‍ 39 · ? 40 · ? 26K · ? 670 - 13% open · ⏱️ 10.12.2024):

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

• PyPi (? 13K / month · ? 13 · ⏱️ 09.07.2024):

   pip install helics
  

• Conda (? 21K · ⏱️ 16.06.2023):

   conda install -c conda-forge helics
  

LTB DiME (?7 · 3 · ?) - Distributed Messaging Environment; CURENT LTB. ❗️GPL-3.0

• GitHub (?‍ 4 · ? 2 · ? 48 - 27% open · ⏱️ 31.07.2023):

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

Power System Data

? Australian MV-LV Networks ( 26) - Large-scale three-phase Australian MV distribution networks..

? Power Grid Lib - Optimal Power Flow ( 310 · ?) - Benchmarks for OPF.

? Power Grid Lib - Unit Commitment ( 90 · ?) - Benchmarks for UC.

? Power Grid Lib - Optimal Power Flow with HVDC Lines ( 19 · ?) - Benchmarks for OPF with HVDC.

? WECC-and-NPCC-Electricity-Economic-Data ( 6) - Economic data on WECC and NPCC.

? OpenDataElia - Data by opendatasoft.

? Data on Energy ( 300) - Data on energy by Our World in Data.

? COVID-EMDA ( 59) - Cross-Domain Data Hub with Data in USA.

? PV Rooftop Database ( 57) - NREL PV Rooftop Database.

? Grid Event Signature Library - An initiative spearheaded by ORNL and LLNL.

? Electrical Signals Databases ( 25) - Voltage and current samples from Digital Fault Recorder.

? A new power system benchmark ( 20) - A new type of power system calculation example by the China..

GridStatus (?24 · 290) - Extract data from ISOs and other sources. BSD-3

• GitHub (?‍ 29 · ? 55 · ? 18 · ? 110 - 42% open · ⏱️ 21.12.2024):

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

• PyPi (? 3.4K / month · ? 2 · ⏱️ 04.10.2024):

   pip install gridstatus
  

Atlite (?24 · 290) - Calculating Renewable Power Potentials. BSD-2

• GitHub (?‍ 38 · ? 97 · ? 82 · ? 130 - 28% open · ⏱️ 17.12.2024):

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

• PyPi (? 2.5K / month · ⏱️ 21.11.2024):

   pip install atlite
  

• Conda (? 62K · ⏱️ 21.11.2024):

   conda install -c conda-forge atlite
  

powerplantmatching (?24 · 160) - Tools to combine multiple power plant databases. BSD-2

• GitHub (?‍ 30 · ? 57 · ? 84 · ? 63 · ? 87 - 19% open · ⏱️ 05.11.2024):

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

• PyPi (? 1.5K / month · ⏱️ 18.09.2024):

   pip install powerplantmatching
  

• Conda (? 53K · ⏱️ 18.09.2024):

   conda install -c conda-forge powerplantmatching
  

SimBench (?16 · 110) - Benchmark dataset of German LV/MV/HV grids including.. ❗️odbl-1.0 juptyer

• GitHub (?‍ 4 · ? 29 · ? 38 · ? 32 - 9% open · ⏱️ 23.10.2024):

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

• PyPi (? 1.7K / month · ? 7 · ⏱️ 23.04.2024):

   pip install simbench
  

DeepSolar (?9 · 250 · ?) - Houseshold-level solar panel identification with deep learning. MIT

• GitHub (?‍ 2 · ? 68 · ? 17 - 76% open · ⏱️ 26.03.2019):

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

Power Electronics

GSEIM (?6 · 2 · ?) - Simulation of electrical circuits. ❗️GPL-3.0

• GitHub (?‍ 1):

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

• PyPi (? 15 / month · ⏱️ 16.07.2022):

   pip install GSEIM
  

Database Management

dGen (?15 · 60) - The Distributed Generation Market Demand (dGen) model. BSD-3

• GitHub (?‍ 7 · ? 140 · ? 35 - 45% open · ⏱️ 18.12.2024):

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

dsgrid (?15 · 26) - Demand-side grid projects, datasets and queries. BSD-3

• GitHub (?‍ 6 · ? 3 · ? 120 - 45% open · ⏱️ 20.12.2024):

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

Textbook

? TextbookSimulations ( 11 · ?) - Examples and problems accompanying Daniel Kirschens..

? UTK ECE 522 - Power System Analysis II ( 4) - Hands-on Project for Power System Analysis II (UTK..

? ELEC0447 Analysis of Electric Power and Energy Systems ( 19) - Masters course of power systems analysis at ULige.

? Tutorial on DER Hosting Capacity Part 0 ( 5) - Using dss_python.

? Tutorial on DER Hosting Capacity Part 1 ( 1) - Advanced Tools for the Analysis of Three-Phase..

? Tutorial on DER Hosting Capacity Part 2 ( 2) - Time-Series Analysis and PV Hosting Capacity of LV..

? Tutorial on DER Hosting Capacity Part 3 ( 1) - Volt-Watt Control and PV Hosting Capacity of LV..

? Tutorial on DER Hosting Capacity Part 4 ( 2) - Monte Carlo Assessment of PV Hosting Capacity of an..

---

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: An open tools portal with a classification approach
• Open Source Software (OSS) for Electricity Market Research, Teaching, and Training
• Open-Source-Power-Electronic-Tools
• Papers With Code: Discover ML papers, code, and evaluation tables.

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