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<!-- markdownlint-disable --> <h1 align="center"> Popular Open Source Libraries for Power System Analysis <br> </h1> <p align="center"> <strong>πŸ†Β  A ranked list of popular projects for Power System Analysis. Updated weekly.</strong> </p> <p align="center"> <a href="https://best-of.org" title="Best-of Badge"><img src="http://bit.ly/3o3EHNN"></a> <a href="#Contents" title="Project Count"><img src="https://img.shields.io/badge/projects-100-blue.svg?color=5ac4bf"></a> <a href="#Contribution" title="Contributions are welcome"><img src="https://img.shields.io/badge/contributions-welcome-green.svg"></a> <a href="https://github.com/jinningwang/best-of-ps/releases" title="Best-of Updates"><img src="https://img.shields.io/github/release-date/jinningwang/best-of-ps?color=green&label=updated"></a> <a href="https://github.com/jinningwang/best-of-ps/graphs/traffic" title="Visits Badge"><img src="https://badges.strrl.dev/visits/jinningwang/best-of-ps"></a> </p>

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, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!

Contents

Explanation

<br>

Phasor Simulation

<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>

<details><summary><b><a href="https://ltb.curent.org/">LTB ANDES</a></b> (πŸ₯‡24 Β· ⭐ 200) - Transient Stability Simulator; CURENT LTB. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/azure.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="http://dynawo.org">DynaΟ‰o</a></b> (πŸ₯‡23 Β· ⭐ 64) - C++/Modelica simulation tools for power systems. <code><a href="http://bit.ly/3postzC">MPL-2.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www.nrel.gov/analysis/sienna.html">PowerSimulationsDynamics.jl</a></b> (πŸ₯ˆ17 Β· ⭐ 160) - Dynamic Power System simulations; NREL Sienna. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/julia.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www.gridlabd.org/">GridLAB-D</a></b> (πŸ₯ˆ17 Β· ⭐ 150) - Distribution power system simulator. <code><a href="https://github.com/gridlab-d/gridlab-d/blob/master/LICENSE">❗️Custom</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/c.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/OpenIPSL/OpenIPSL">OpenIPSL</a></b> (πŸ₯ˆ16 Β· ⭐ 72) - A library of power system models. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/modelica.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/modelica-3rdparty/PowerSystems">PowerSystems</a></b> (πŸ₯‰14 Β· ⭐ 59) - Modelica 3rd party library for electrical power systems. <code><a href="https://modelica.org/licenses/ModelicaLicense2/">❗️Custom</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/modelica.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www.gridpack.org/">GridPACK</a></b> (πŸ₯‰13 Β· ⭐ 39 Β· πŸ“ˆ) - High-Performance Electric Grid Simulation. <code><a href="https://github.com/GridOPTICS/GridPACK/blob/develop/docs/markdown/LICENSE.md">❗️Custom</a></code></summary> </details> <details><summary><b><a href="https://www.epri.com/OpenDER">OpenDER</a></b> (πŸ₯‰12 Β· ⭐ 50) - Inverter-based DER simulation. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/changgang/steps">STEPS</a></b> (πŸ₯‰12 Β· ⭐ 45) - Balanced large-scale AC-DC hybrid power system analysis. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/c.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/ANL-CEEESA/powersas.m">PowerSAS.m</a></b> (πŸ₯‰7 Β· ⭐ 14) - Power grid analysis framework based on semi-analytical solutions. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/octave.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/OpenHybridSim/OpenHybridSim-code">OpenHybridSim</a></b> (πŸ₯‰6 Β· ⭐ 7 Β· πŸ’€) - EMT-TS hybrid simulation. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/java.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www.epri.com/pages/sa/opendss">OpenDSS</a></b> (πŸ₯‰2) - Distribution system simulator. <code><a href="https://tldrlegal.com/search?q=BSD">❗️BSD</a></code></summary> <details><summary><b><a href="http://faraday1.ucd.ie/psat.html">PSAT</a></b> (πŸ₯‰2) - A Matlab toolbox for electric power system analysis and simulation. <code><a href="https://tldrlegal.com/search?q=GPL">❗️GPL</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/octave.ico" style="display:inline;" width="13" height="13"></code></summary>

EMT Simulation

<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>

<details><summary><b><a href="https://dpsim.fein-aachen.org/">DPsim</a></b> (πŸ₯‡19 Β· ⭐ 64) - Simulation for both EMT and phasor. <code><a href="http://bit.ly/3postzC">MPL-2.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/c.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/NREL/ParaEMT_public">ParaEMT</a></b> (πŸ₯‰7 Β· ⭐ 33) - Parallel EMT simulation. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <br>

Steady State Simulation

<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>

<details><summary><b><a href="https://www.pandapower.org/">pandapower</a></b> (πŸ₯‡33 Β· ⭐ 790) - Convenient Power System Modelling and Analysis. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://pypsa.org">PyPSA</a></b> (πŸ₯‡32 Β· ⭐ 1.1K) - Python for Power System Analysis. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/PowerGridModel/power-grid-model">Power Grid Model</a></b> (πŸ₯‡26 Β· ⭐ 130) - Steady-state distribution power system analysis. <code><a href="http://bit.ly/3postzC">MPL-2.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/c.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www.advancedgridinsights.com/gridcal">GridCal</a></b> (πŸ₯‡25 Β· ⭐ 390 Β· πŸ“‰) - Cross-platform power systems software. <code><a href="http://bit.ly/37RvQcA">❗️LGPL-3.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://matpower.org/">MATPOWER</a></b> (πŸ₯ˆ24 Β· ⭐ 390) - Steady state power flow simulation. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/octave.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://pypsa.org">PyPSA-Eur</a></b> (πŸ₯ˆ22 Β· ⭐ 300) - Sector-Coupled Optimisation Model of the European Energy.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www.nrel.gov/analysis/sienna.html">PowerSimulations.jl</a></b> (πŸ₯ˆ22 Β· ⭐ 270) - Power Systems optimization simulation and modeling;.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/julia.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www.powsybl.org">PowSyBl Core</a></b> (πŸ₯ˆ22 Β· ⭐ 120) - Framework to build power system software. <code><a href="http://bit.ly/3postzC">MPL-2.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/java.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://l2rpn.chalearn.org/">LightSim2Grid</a></b> (πŸ₯ˆ22 Β· ⭐ 45) - A fast backend for the Grid2Op. <code><a href="http://bit.ly/3postzC">MPL-2.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://groups.io/g/powergenome">PowerGenome</a></b> (πŸ₯ˆ21 Β· ⭐ 190) - Create inputs for power systems models. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www.powsybl.org">PyPowSyBl</a></b> (πŸ₯ˆ20 Β· ⭐ 51) - A PowSyBl and Python integration. <code><a href="http://bit.ly/3postzC">MPL-2.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/java.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="rwl.github.io/PYPOWER/api/">PYPOWER</a></b> (πŸ₯ˆ19 Β· ⭐ 320 Β· πŸ’€) - Port of MATPOWER to Python. <code><a href="https://tldrlegal.com/search?q=BSD">❗️BSD</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://energy.mit.edu/genx/">GenX</a></b> (πŸ₯ˆ19 Β· ⭐ 250) - Configurable capacity expansion model. <code><a href="http://bit.ly/2KucAZR">❗️GPL-2.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/julia.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www.gridpath.io/">GridPath</a></b> (πŸ₯‰18 Β· ⭐ 90) - Power system planning and operations. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://pypsa.org">PyPSA-USA</a></b> (πŸ₯‰18 Β· ⭐ 29) - Power System Model for the United States. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/lanl-ansi/PowerModels.jl">PowerModels.jl</a></b> (πŸ₯‰17 Β· ⭐ 370) - Power Network Optimization. <code><a href="https://tldrlegal.com/search?q=BSD">❗️BSD</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/julia.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www.powsybl.org">Open RAO</a></b> (πŸ₯‰15 Β· ⭐ 13) - Power systems coordinated capacity calculation and security.. <code><a href="http://bit.ly/3postzC">MPL-2.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/java.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/grid-parity-exchange/Egret">EGRET</a></b> (πŸ₯‰14 Β· ⭐ 120) - Tools for Power Systems Optimization Modeling. <code><a href="https://tldrlegal.com/search?q=BSD">❗️BSD</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www.gridpath.io/">ExaGO</a></b> (πŸ₯‰14 Β· ⭐ 56) - Large-scale power grid optimization. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/c.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://matpower.org/">MOST</a></b> (πŸ₯‰14 Β· ⭐ 31) - MATPOWER Optimal Scheduling Tool. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/octave.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://matpower.org/">matpower-pip</a></b> (πŸ₯‰14 Β· ⭐ 18) - Easy Python Access to MATPOWER. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://ltb.curent.org/">LTB AMS</a></b> (πŸ₯‰14 Β· ⭐ 5) - Dispatch Modeling and Simulation; CURENT LTB. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/azure.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www.nrel.gov/analysis/sienna.html">PowerNetworkMatrices.jl</a></b> (πŸ₯‰13 Β· ⭐ 19) - Power systems matrices; NREL Sienna. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/julia.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www.nrel.gov/analysis/reeds/">ReEDS-2.0</a></b> (πŸ₯‰12 Β· ⭐ 110) - Capacity planning and dispatch model. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www.nrel.gov/analysis/sienna.html">PowerFlows.jl</a></b> (πŸ₯‰10 Β· ⭐ 12) - Collection of Power Flow solution; NREL Sienna. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/julia.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/ebalogun01/EV-EcoSim">EV-EcoSim</a></b> (πŸ₯‰9 Β· ⭐ 18) - A grid-aware co-simulation platform for the design and.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www2.econ.iastate.edu/tesfatsi/AMESMarketHome.htm">AMES - Version 5.0</a></b> (πŸ₯‰6 Β· ⭐ 21) - Wholesale Power Market Test Bed. <code><a href="https://github.com/ames-market/AMES-V5.0/blob/master/LICENSE.rst">❗️Custom</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/java.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/yasirroni/mypower">mypower</a></b> (πŸ₯‰6 Β· ⭐ 6 Β· πŸ’€) - Supplementary function of MATPOWER in Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www.nrel.gov/analysis/sienna.html">PowerSystemsInvestmentsPortfolios.jl</a></b> (πŸ₯‰5 Β· ⭐ 9 Β· 🐣) - Data models for Power Systems investment models; NREL.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/julia.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www2.econ.iastate.edu/tesfatsi/AMESMarketHome.htm">AMES (V4.0)</a></b> (πŸ₯‰3 Β· ⭐ 13 Β· πŸ’€) - Agent based Modeling of Electricity Systems. <code><a href="http://bit.ly/2KucAZR">❗️GPL-2.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/java.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www.nrel.gov/analysis/sienna.html">PowerSystemsInvestments.jl</a></b> (πŸ₯‰2 Β· ⭐ 9 Β· 🐣) - Power Systems investment models; NREL Sienna. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/julia.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <br>

Interface

<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>

<details><summary><b><a href="https://dss-extensions.org/">OpenDSSDirect.py</a></b> (πŸ₯‡20 Β· ⭐ 82 Β· πŸ“‰) - A direct library interface to OpenDSS. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/PauloRadatz/py_dss_interface">py-dss-interface</a></b> (πŸ₯‡18 Β· ⭐ 25) - A package for access to direct dll version of OpenDSS. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/mzy2240/ESA">Easy SimAuto</a></b> (πŸ₯ˆ16 Β· ⭐ 41) - Python interface to PowerWorld. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www.nrel.gov/grid/pydss.html">PyDSS</a></b> (πŸ₯ˆ16 Β· ⭐ 32) - A Python wrapper for OpenDSS. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/lanl-ansi/grg-pssedata">grg-pssedata</a></b> (πŸ₯ˆ12 Β· ⭐ 30 Β· πŸ’€) - Python tools for working with PSSE v33 data files. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/felipemarkson/dssdata">DSSData</a></b> (πŸ₯‰11 Β· ⭐ 14 Β· πŸ’€) - A micro-framework for simulation and data analysis of.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/sogno-platform/cimpy">CIMpy</a></b> (πŸ₯‰10 Β· ⭐ 51 Β· πŸ’€) - CIM files to the XML/RDF format. <code><a href="http://bit.ly/3postzC">MPL-2.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www.epri.com/OpenDER">OpenDER interface</a></b> (πŸ₯‰6 Β· ⭐ 1) - Interface for OpenDER. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/anderson-optimization/em-psse">PSSE RAW</a></b> (πŸ₯‰5 Β· ⭐ 30 Β· πŸ’€) - PSSE RAW parser. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://ltb.curent.org">Andes.jl</a></b> (πŸ₯‰4 Β· ⭐ 8) - Julia interface for ANDES. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/julia.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/mzy2240/EasySimauto.jl">EasySimauto.jl</a></b> (πŸ₯‰3 Β· ⭐ 4) - Julia interface for EasySimAuto and PowerWorld. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/julia.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <br>

Optimizer

<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>

<details><summary><b><a href="https://osqp.org">OSQP</a></b> (πŸ₯‡32 Β· ⭐ 1.6K) - Operator Splitting QP Solver. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/c.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/julia.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/octave.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/r.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www.scipopt.org/">PySCIPOpt</a></b> (πŸ₯‡30 Β· ⭐ 760 Β· πŸ“‰) - Python interface for SCIP. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://highs.dev/">HiGHS</a></b> (πŸ₯ˆ29 Β· ⭐ 830 Β· πŸ“‰) - Large-scale Sparse Linear Problem Optimizer. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/c.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/coin-or/Ipopt">Ipopt</a></b> (πŸ₯ˆ27 Β· ⭐ 1.3K) - COIN-OR Interior Point Optimizer. <code><a href="http://bit.ly/2M0xmjV">EPL-2.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/cvxgrp/scs">SCS</a></b> (πŸ₯ˆ27 Β· ⭐ 520) - Splitting Conic Solver. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/octave.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/julia.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/r.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/c.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/embotech/ecos">ECOS</a></b> (πŸ₯‰26 Β· ⭐ 450 Β· πŸ’€) - Conic solver for second-order cone programming. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/julia.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/c.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/octave.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/r.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/oxfordcontrol/Clarabel.rs">Clarabel.rs</a></b> (πŸ₯‰26 Β· ⭐ 270 Β· πŸ“ˆ) - Interior-point solver for convex conic optimisation.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/rust.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/coin-or/Cbc">CBC</a></b> (πŸ₯‰22 Β· ⭐ 740) - COIN-OR Branch-and-Cut solver. <code><a href="http://bit.ly/2M0xmjV">EPL-2.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/julia.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/c.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://ampl.com/">AMPLPY</a></b> (πŸ₯‰22 Β· ⭐ 60) - Python API for AMPL. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/PREDICT-EPFL/piqp">PIQP</a></b> (πŸ₯‰18 Β· ⭐ 59) - Proximal Interior Point Quadratic Programming solver. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/c.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/octave.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/r.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/oxfordcontrol/Clarabel.jl">Clarabel.jl</a></b> (πŸ₯‰16 Β· ⭐ 160) - Interior-point solver for convex conic optimisation in.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/julia.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <br>

Optimization Modeling Language

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<details><summary><b><a href="https://github.com/cvxpy/cvxpy">CVXPY</a></b> (πŸ₯‡38 Β· ⭐ 5.2K) - Convex optimization modeling language. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www.pyomo.org">Pyomo</a></b> (πŸ₯ˆ36 Β· ⭐ 1.9K) - Python-based Optimization Modeling Language. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://jump.dev">JuMP</a></b> (πŸ₯ˆ26 Β· ⭐ 2.2K) - Julia-based Optimization Modeling Language. <code><a href="http://bit.ly/3postzC">MPL-2.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/julia.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://cvxopt.org/">CVXOPT</a></b> (πŸ₯ˆ26 Β· ⭐ 960) - Python Software for Convex Optimization. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/octave.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/julia.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/XiongPengNUS/rsome">RSOME</a></b> (πŸ₯‰18 Β· ⭐ 260 Β· πŸ“ˆ) - Robust Stochastic Optimization Made Easy. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/metab0t/PyOptInterface">PyOptInterface</a></b> (πŸ₯‰16 Β· ⭐ 130 Β· πŸ“ˆ) - Efficient modeling interface for optimization in.. <code><a href="http://bit.ly/3postzC">MPL-2.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/sanurielf/kvxopt">KVXOPT</a></b> (πŸ₯‰14 Β· ⭐ 10) - CVXOPT with more wrappers suite-sparse. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <br>

Machine/Reinforcement Learning for Power Grid

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<details><summary><b><a href="https://l2rpn.chalearn.org/">Grid2Op</a></b> (πŸ₯‡26 Β· ⭐ 260) - Modeling sequential decision making in power systems. <code><a href="http://bit.ly/3postzC">MPL-2.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/RLGC-Project/RLGC">RLGC</a></b> (πŸ₯‰9 Β· ⭐ 100 Β· πŸ’€) - RL for Grid Control (RLGC). <code><a href="https://tldrlegal.com/search?q=BSD">❗️BSD</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/cuihantao/andes_gym">andes_gym</a></b> (πŸ₯‰5 Β· ⭐ 8 Β· πŸ’€) - ANDES RL Environment for OpenAI Gym. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <br>

Co-Simulation Environment

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<details><summary><b><a href="https://openmodelica.org">OpenModelica</a></b> (πŸ₯‡27 Β· ⭐ 770) - Modelica-based environment for modeling and simulation. <code><a href="https://modelica.org/licenses/ModelicaLicense2/">❗️Custom</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/modelica.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://precice.org/">precice</a></b> (πŸ₯‰25 Β· ⭐ 690 Β· πŸ“‰) - Precise Code Interaction Coupling Environment. <code><a href="http://bit.ly/37RvQcA">❗️LGPL-3.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/c.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <br>

Gas Simulation

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<details><summary><b><a href="https://www.pandapipes.org/">pandapipes</a></b> (πŸ₯‡24 Β· ⭐ 120 Β· πŸ“ˆ) - Pipeflow Calculation Tool. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://github.com/lanl-ansi/GasModels.jl">GasModels.jl</a></b> (πŸ₯‰14 Β· ⭐ 64) - Gas Network Optimization. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/julia.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://matpower.org/">MPNG</a></b> (πŸ₯‰7 Β· ⭐ 9) - Simulator for Optimal Power and Natural Gas Flow. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/octave.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <br>

Visualization

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<details><summary><b><a href="https://www.powsybl.org">PowSyBl Diagram</a></b> (πŸ₯‡18 Β· ⭐ 69) - single-line substation diagrams and network graph.. <code><a href="http://bit.ly/3postzC">MPL-2.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/java.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://www.nrel.gov/analysis/sienna.html">PowerGraphics.jl</a></b> (πŸ₯‰13 Β· ⭐ 29) - Visualization for PowerSimulations; NREL Sienna. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/julia.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://ltb.curent.org/">LTB AGVis</a></b> (πŸ₯‰9 Β· ⭐ 7) - Geographical Visualization for Power Grid; CURENT LTB. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <br>

Messaging Environment

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<details><summary><b><a href="https://helics.org/tools/">HELICS</a></b> (πŸ₯‡23 Β· ⭐ 120) - Co-simulation framework. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/julia.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/octave.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/java.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/c.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://ltb.curent.org/">LTB DiME</a></b> (πŸ₯‰8 Β· ⭐ 4) - Distributed Messaging Environment; CURENT LTB. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/c.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/octave.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <br>

Power System Data

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πŸ”—Β <b><a href="https://github.com/Team-Nando/MV-LV-Networks">Australian MV-LV Networks</a></b> ( ⭐ 24 Β· 🐣) - Large-scale three-phase Australian MV distribution..

πŸ”—Β <b><a href="https://power-grid-lib.github.io">Power Grid Lib - Optimal Power Flow</a></b> ( ⭐ 280) - Benchmarks for OPF.

πŸ”—Β <b><a href="https://power-grid-lib.github.io">Power Grid Lib - Unit Commitment</a></b> ( ⭐ 80 Β· πŸ’€) - Benchmarks for UC.

πŸ”—Β <b><a href="https://power-grid-lib.github.io">Power Grid Lib - Optimal Power Flow with HVDC Lines</a></b> ( ⭐ 16) - Benchmarks for OPF with HVDC.

πŸ”—Β <b><a href="https://github.com/enliten/ENLITEN-Grid-Econ-Data">WECC-and-NPCC-Electricity-Economic-Data</a></b> ( ⭐ 5) - Economic data on WECC and NPCC.

πŸ”—Β <b><a href="https://opendata.elia.be/pages/home/">OpenDataElia</a></b> - Data by opendatasoft.

πŸ”—Β <b><a href="https://ourworldindata.org/energy">Data on Energy</a></b> ( ⭐ 270) - Data on energy by Our World in Data.

πŸ”—Β <b><a href="https://github.com/tamu-engineering-research/COVID-EMDA">COVID-EMDA</a></b> ( ⭐ 58) - Cross-Domain Data Hub with Data in USA.

<details><summary><b><a href="https://www.gridstatus.io">GridStatus</a></b> (πŸ₯‡23 Β· ⭐ 250) - Extract data from ISOs and other sources. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://pypsa.org">powerplantmatching</a></b> (πŸ₯‡23 Β· ⭐ 150) - Tools to combine multiple power plant databases. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://pypsa.org">Atlite</a></b> (πŸ₯‰22 Β· ⭐ 250) - Calculating Renewable Power Potentials. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/anaconda.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <details><summary><b><a href="https://deepsolar.web.app">DeepSolar</a></b> (πŸ₯‰9 Β· ⭐ 240 Β· πŸ’€) - Houseshold-level solar panel identification with deep learning. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <br>

Power Electronics

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<details><summary><b><a href="https://github.com/gseim/gseim">GSEIM</a></b> (πŸ₯‡7 Β· ⭐ 10) - Simulation of electrical circuits. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/github.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/pypi.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code></summary> </details> <br>

Textbook

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πŸ”—Β <b><a href="https://github.com/Power-Systems-Textbook/TextbookSimulations">TextbookSimulations</a></b> ( ⭐ 9) - Examples and problems accompanying Daniel Kirschens Power.. <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/julia.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code>

πŸ”—Β <b><a href="https://ltb.curent.org/">UTK ECE 522 - Power System Analysis II</a></b> ( ⭐ 3) - Hands-on Project for Power System Analysis II (UTK.. <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code>

πŸ”—Β <b><a href="https://github.com/bcornelusse/ELEC0447-analysis-power-systems">ELEC0447 Analysis of Electric Power and Energy Systems</a></b> ( ⭐ 16) - Masters course of power systems analysis at ULige. <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/python.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://github.com/jinningwang/best-of-ps/blob/develop/config/icons/jupyter.ico" style="display:inline;" width="13" height="13"></code>

Project Popularity Score

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Project Data Collection

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