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Popular Open Source Libraries for Power System Analysis

πŸ†Β  A ranked list of popular projects for Power System Analysis. Updated weekly.

DOI GitHub Created At Project Status: Active – The project has reached a stable, usable state and is being actively developed. GitHub License GitHub repo size

This curated list contains 170 open-source projects with a total of 57K stars grouped into 16 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

Explanation

  • πŸ₯‡πŸ₯ˆπŸ₯‰Β  Combined project-quality score
  • ⭐️  Star count from GitHub
  • 🐣  New project (less than 6 months old)
  • πŸ’€Β  Inactive project (12 months no activity)
  • 🧊  Long-inactive project (24 months no visible activity)
  • πŸ“ˆπŸ“‰Β  Project is trending up or down
  • βž•Β  Project was recently added
  • ❗️  Warning (e.g. missing/risky license)
  • πŸ‘¨β€πŸ’»Β  Contributors count from GitHub
  • πŸ”€Β  Fork count from GitHub
  • πŸ“‹Β  Issue count from GitHub
  • ⏱️  Last update timestamp on package manager
  • πŸ“₯Β  Download count from package manager
  • πŸ“¦Β  Number of dependent projects
  • Β  Python substantially implements the maintained first-party core
  • Β  Julia substantially implements the maintained first-party core
  • Β  GNU Octave is a primary implementation or model-authoring language
  • Β  Java substantially implements the maintained first-party core
  • Β  C substantially implements the maintained first-party core
  • Β  C++ substantially implements the maintained first-party core
  • Β  Modelica is a primary implementation or model-authoring language
  • Β  Rust substantially implements the maintained first-party core
  • Β  R is a primary implementation or model-authoring language
  • Β  The public repository contains a GitHub Actions workflow
  • Β  A university-based team is the current principal steward
  • Β  A national or government laboratory is the current principal steward
  • Β  Another non-profit organization is the current principal steward
  • Β  An independent contributor community is the current principal steward
  • Β  A commercial organization is the current principal steward

Electro-mechanical Transient Simulation

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LTB ANDES (πŸ₯‡31 Β· ⭐ 380) - Transient Stability Simulator; CURENT LTB. ❗️GPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 160 Β· πŸ“¦ 34 Β· πŸ“‹ 85 - 15% open Β· ⏱️ 11.03.2026):

     git clone https://github.com/CURENT/andes
    
  • PyPi (πŸ“₯ 5.9K / month Β· πŸ“¦ 4 Β· ⏱️ 12.03.2026):

     pip install andes
    
  • Conda (πŸ“₯ 810K Β· ⏱️ 27.03.2026):

     conda install -c conda-forge andes
    
  • Docker Hub:

     docker pull CURENT/andes
    
  • Julia (πŸ“₯ 4 / month):

     import Pkg; Pkg.add("Andes")
    
  • Paper (πŸ“š 110 citations): 10.1109/TPWRS.2020.3017019

DPsim (πŸ₯‡30 Β· ⭐ 140) - Simulation for both EMT and phasor. MPL-2.0
PowerSimulationsDynamics.jl (πŸ₯ˆ28 Β· ⭐ 220 Β· πŸ“ˆ) - Dynamic Power System simulations; NREL Sienna. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 57 Β· πŸ“‹ 150 - 29% open Β· ⏱️ 12.08.2026):

     git clone https://github.com/Sienna-Platform/PowerSimulationsDynamics.jl
    
  • Julia (πŸ“₯ 100 / month):

     import Pkg; Pkg.add("PowerSimulationsDynamics")
    
  • Papers (πŸ“š 83 citations): arXiv:2308.02921, 10.1109/TPWRS.2023.3303291

DynaΟ‰o (πŸ₯ˆ22 Β· ⭐ 110) - C++/Modelica simulation tools for power systems. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 63 Β· πŸ”€ 33 Β· πŸ“₯ 31K Β· πŸ“‹ 1.8K - 13% open Β· ⏱️ 28.07.2026):

     git clone https://github.com/dynawo/dynawo
    
STEPS (πŸ₯ˆ22 Β· ⭐ 74) - Balanced large-scale AC-DC hybrid power system analysis. MIT
OpenIPSL (πŸ₯‰19 Β· ⭐ 110) - A Power System Library written in the Modelica. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 67 Β· πŸ“₯ 530 Β· πŸ“‹ 140 - 11% open Β· ⏱️ 13.04.2026):

     git clone https://github.com/OpenIPSL/OpenIPSL
    
  • Paper (πŸ“š 21 citations): 10.1016/j.softx.2022.101277

GridPACK (πŸ₯‰19 Β· ⭐ 64) - High-Performance Electric Grid Simulation. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 58 Β· πŸ”€ 24 Β· πŸ“₯ 650 Β· πŸ“‹ 140 - 13% open Β· ⏱️ 28.04.2026):

     git clone https://github.com/GridOPTICS/GridPACK
    
  • Paper (πŸ“š 13 citations): 10.1177/1094342015607609

OpenDER (πŸ₯‰12 Β· ⭐ 73 Β· πŸ’€) - Inverter-based DER simulation. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 2 Β· πŸ”€ 29 Β· πŸ“¦ 3 Β· ⏱️ 15.04.2025):

     git clone https://github.com/epri-dev/OpenDER
    
  • PyPi (πŸ“₯ 3.1K / month Β· ⏱️ 13.04.2025):

     pip install opender
    
Show 5 hidden projects...
  • PowerSystems (πŸ₯‰13 Β· ⭐ 79 Β· 🧊) - Modelica 3rd party library for electrical power.. ❗️Modelica License 2
  • PowerSAS.m (πŸ₯‰9 Β· ⭐ 24 Β· 🧊) - Power grid analysis framework based on semi-.. BSD-3
  • PSAT (πŸ₯‰4 Β· ⭐ 17 Β· 🧊) - Unofficial repository of PSAT by Prof. Federico Milano. ❗️GPL
  • matmtdc (πŸ₯‰4 Β· ⭐ 13 Β· 🧊) - Dynamic analysis of AC/DC hybrid power systems. ❗️undefined
  • PST (πŸ₯‰3 Β· ⭐ 5 Β· 🧊) - Unofficial repository of PST by Prof. Joe Chow. MIT

Electro-magnetic Transient Simulation

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VeraGrid (πŸ₯‡25 Β· ⭐ 590) - Cross-platform power systems software, power flows,.. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 59 Β· πŸ”€ 130 Β· πŸ“₯ 62 Β· πŸ“‹ 300 - 3% open Β· ⏱️ 25.08.2026):

     git clone https://github.com/SanPen/VeraGrid
    
  • PyPi (πŸ“₯ 1.6K / month Β· ⏱️ 27.08.2025):

     pip install veragrid
    
Xyce (πŸ₯‰16 Β· ⭐ 170) - The Xyce Parallel Electronic Simulator. ❗️GPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 29 Β· πŸ“₯ 1.2K Β· πŸ“‹ 120 - 35% open Β· ⏱️ 10.08.2026):

     git clone https://github.com/Xyce/Xyce
    
  • PyPi (πŸ“₯ 17 / month Β· ⏱️ 05.01.2022):

     pip install xyce
    
  • Conda (πŸ“₯ 5.2K Β· ⏱️ 25.03.2025):

     conda install -c vlsida-eda xyce
    
ParaEMT (πŸ₯‰14 Β· ⭐ 99) - Parallel EMT simulation. BSD-3

Steady-State Analysis and Optimization

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pandapower (πŸ₯‡45 Β· ⭐ 1.2K) - Convenient Power System Modelling and Analysis. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 590 Β· πŸ“¦ 590 Β· πŸ“‹ 1.2K - 13% open Β· ⏱️ 25.08.2026):

     git clone https://github.com/e2nIEE/pandapower
    
  • PyPi (πŸ“₯ 610K / month Β· πŸ“¦ 110 Β· ⏱️ 08.07.2026):

     pip install pandapower
    
  • Conda (πŸ“₯ 46K Β· ⏱️ 27.10.2025):

     conda install -c conda-forge pandapower
    
  • Docker Hub (πŸ“₯ 270 Β· ⏱️ 09.02.2021):

     docker pull pauldepraz/pandapowerapi
    
  • Paper (πŸ“š 1139 citations): 10.1109/TPWRS.2018.2829021

PyPSA (πŸ₯‡42 Β· ⭐ 2.1K) - Python for Power System Analysis. MIT
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 680 Β· πŸ“¦ 340 Β· πŸ“‹ 630 - 22% open Β· ⏱️ 26.08.2026):

     git clone https://github.com/PyPSA/PyPSA
    
  • PyPi (πŸ“₯ 88K / month Β· πŸ“¦ 60 Β· ⏱️ 19.08.2026):

     pip install pypsa
    
  • Conda (πŸ“₯ 280K Β· ⏱️ 20.08.2026):

     conda install -c conda-forge pypsa
    
  • Paper (πŸ“š 538 citations): 10.5334/jors.188

Power Grid Model (πŸ₯‡35 Β· ⭐ 240) - Steady-state distribution power system analysis. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 76 Β· πŸ“₯ 2.1K Β· πŸ“¦ 40 Β· πŸ“‹ 340 - 35% open Β· ⏱️ 27.08.2026):

     git clone https://github.com/PowerGridModel/power-grid-model
    
  • PyPi (πŸ“₯ 70K / month Β· πŸ“¦ 15 Β· ⏱️ 27.08.2026):

     pip install power-grid-model
    
  • Conda (πŸ“₯ 5.4M Β· ⏱️ 27.08.2026):

     conda install -c conda-forge power-grid-model
    
  • Paper (πŸ“š 8 citations): 10.1049/icp.2023.0633

MATPOWER (πŸ₯‡34 Β· ⭐ 580) - Steady state power flow simulation. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 180 Β· πŸ“₯ 770K Β· πŸ“‹ 240 - 9% open Β· ⏱️ 04.08.2026):

     git clone https://github.com/MATPOWER/matpower
    
  • Docker Hub (πŸ“₯ 30K Β· ⏱️ 04.08.2026):

     docker pull matpower/matpower
    
  • Paper (πŸ“š 6849 citations): 10.1109/TPWRS.2010.2051168

PYPOWER (πŸ₯‡33 Β· ⭐ 410) - Port of MATPOWER to Python. ❗️BSD
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 120 Β· πŸ“¦ 170 Β· πŸ“‹ 57 - 73% open Β· ⏱️ 01.08.2026):

     git clone https://github.com/rwl/PYPOWER
    
  • PyPi (πŸ“₯ 53K / month Β· πŸ“¦ 23 Β· ⏱️ 01.08.2026):

     pip install PYPOWER
    
  • Conda (πŸ“₯ 3.2K Β· ⏱️ 25.03.2025):

     conda install -c invenia pypower
    
  • Docker Hub (πŸ“₯ 55 Β· ⏱️ 19.05.2019):

     docker pull hwanghust/pypower
    
  • Paper (πŸ“š 6849 citations): 10.1109/TPWRS.2010.2051168

PyPSA-Eur (πŸ₯ˆ30 Β· ⭐ 610) - Sector-Coupled Optimisation Model of the European Energy.. MIT
PowerModels.jl (πŸ₯ˆ29 Β· ⭐ 480) - Power Network Optimization. ❗️BSD
  • GitHub (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 170 Β· πŸ“‹ 520 - 17% open Β· ⏱️ 14.08.2026):

     git clone https://github.com/lanl-ansi/PowerModels.jl
    
  • Julia (πŸ“₯ 5.2K / month):

     import Pkg; Pkg.add("PowerModels")
    
  • Paper (πŸ“š 14 citations): 10.23919/PSCC.2018.8442948

PowerSimulations.jl (πŸ₯ˆ28 Β· ⭐ 320 Β· πŸ“ˆ) - Power Systems optimization simulation and modeling;.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 58 Β· πŸ”€ 87 Β· πŸ“‹ 480 - 7% open Β· ⏱️ 18.08.2026):

     git clone https://github.com/Sienna-Platform/PowerSimulations.jl
    
  • Julia (πŸ“₯ 950 / month):

     import Pkg; Pkg.add("PowerSimulations")
    
PyPSA-Earth (πŸ₯ˆ27 Β· ⭐ 360) - Open optimisation model for study energy system.. ❗️AGPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 98 Β· πŸ”€ 340 Β· πŸ“‹ 730 - 40% open Β· ⏱️ 26.08.2026):

     git clone https://github.com/pypsa-meets-earth/pypsa-earth
    
  • Paper (πŸ“š 78 citations): 10.1016/j.apenergy.2023.121096

PowSyBl Core (πŸ₯ˆ25 Β· ⭐ 180) - Framework to build power system software. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 73 Β· πŸ“¦ 97 Β· πŸ“‹ 820 - 32% open Β· ⏱️ 27.08.2026):

     git clone https://github.com/powsybl/powsybl-core
    
PowerNetworkMatrices.jl (πŸ₯ˆ25 Β· ⭐ 30) - Power systems matrices; NREL Sienna. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 22 Β· πŸ“‹ 130 - 26% open Β· ⏱️ 17.08.2026):

     git clone https://github.com/Sienna-Platform/PowerNetworkMatrices.jl
    
  • Julia (πŸ“₯ 1.8K / month):

     import Pkg; Pkg.add("PowerNetworkMatrices")
    
openTEPES (πŸ₯ˆ24 Β· ⭐ 56) - Open Generation, Storage, and Transmission Operation.. ❗️AGPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 28 Β· πŸ“₯ 120 Β· πŸ“‹ 20 - 20% open Β· ⏱️ 27.08.2026):

     git clone https://github.com/IIT-EnergySystemModels/openTEPES
    
  • PyPi (πŸ“₯ 800 / month Β· ⏱️ 05.08.2026):

     pip install openTEPES
    
  • Paper (πŸ“š 27 citations): 10.1016/j.softx.2022.101070

PowerFlows.jl (πŸ₯ˆ24 Β· ⭐ 31) - Collection of Power Flow solution; NREL Sienna. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 24 Β· πŸ“‹ 180 - 17% open Β· ⏱️ 22.08.2026):

     git clone https://github.com/Sienna-Platform/PowerFlows.jl
    
  • Julia (πŸ“₯ 1.4K / month):

     import Pkg; Pkg.add("PowerFlows")
    
EGRET (πŸ₯ˆ23 Β· ⭐ 170) - Tools for Power Systems Optimization Modeling. ❗️BSD
  • GitHub (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 67 Β· πŸ“‹ 90 - 57% open Β· ⏱️ 29.05.2026):

     git clone https://github.com/grid-parity-exchange/Egret
    
  • Paper (πŸ“š 152 citations): 10.1287/ijoc.2019.0944

GridPath (πŸ₯ˆ22 Β· ⭐ 140) - Power system planning and operations. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 66 Β· πŸ“₯ 1.4K Β· πŸ“¦ 5 Β· πŸ“‹ 350 - 16% open Β· ⏱️ 25.08.2026):

     git clone https://github.com/sylvan-energy/gridpath
    
  • PyPi (πŸ“₯ 500 / month Β· ⏱️ 03.08.2026):

     pip install GridPath
    
MOST (πŸ₯ˆ22 Β· ⭐ 40) - MATPOWER Optimal Scheduling Tool. BSD-3
GridLAB-D (πŸ₯ˆ21 Β· ⭐ 220 Β· πŸ’€) - Distribution power system simulator. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 77 Β· πŸ”€ 130 Β· πŸ“₯ 9.3K Β· πŸ“‹ 1.6K - 26% open Β· ⏱️ 28.05.2025):

     git clone https://github.com/gridlab-d/gridlab-d
    
LightSim2Grid (πŸ₯ˆ21 Β· ⭐ 71) - A fast backend for the Grid2Op. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 15 Β· πŸ“₯ 300 Β· πŸ“¦ 89 Β· πŸ“‹ 63 - 25% open Β· ⏱️ 21.04.2026):

     git clone https://github.com/Grid2op/lightsim2grid
    
  • PyPi (πŸ“₯ 19K / month Β· πŸ“¦ 13 Β· ⏱️ 22.08.2026):

     pip install LightSim2Grid
    
  • Docker Hub (πŸ“₯ 1.4K Β· ⏱️ 01.02.2022):

     docker pull bdonnot/lightsim2grid
    
GenX (πŸ₯‰20 Β· ⭐ 360) - Configurable capacity expansion model. ❗️GPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 150 Β· πŸ“‹ 330 - 21% open Β· ⏱️ 09.01.2026):

     git clone https://github.com/GenXProject/GenX.jl
    
  • Julia (πŸ“₯ 33 / month):

     import Pkg; Pkg.add("GenX")
    
LTB AMS (πŸ₯‰20 Β· ⭐ 25) - Scheduling Modeling and Simulation; CURENT LTB. ❗️GPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 9 Β· πŸ“₯ 160 Β· πŸ“¦ 3 Β· πŸ“‹ 24 - 37% open Β· ⏱️ 03.05.2026):

     git clone https://github.com/CURENT/ams
    
  • PyPi (πŸ“₯ 89 / month Β· ⏱️ 03.05.2026):

     pip install ltbams
    
  • Conda (πŸ“₯ 40K Β· ⏱️ 03.05.2026):

     conda install -c conda-forge ltbams
    
  • Paper (πŸ“š 10 citations): 10.1109/TSTE.2025.3528027

REopt (πŸ₯‰19 Β· ⭐ 120) - Renewable Energy Integration & Optimization. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 68 Β· πŸ“₯ 580 Β· πŸ“‹ 86 - 51% open Β· ⏱️ 26.08.2026):

     git clone https://github.com/NatLabRockies/REopt_API
    
Prescient (πŸ₯‰19 Β· ⭐ 40) - Production cost modeling for power generation and.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 18 Β· πŸ“¦ 11 Β· πŸ“‹ 67 - 29% open Β· ⏱️ 29.05.2026):

     git clone https://github.com/grid-parity-exchange/Prescient
    
  • PyPi (πŸ“₯ 22K / month Β· πŸ“¦ 5 Β· ⏱️ 29.05.2026):

     pip install gridx-prescient
    
ERAD (πŸ₯‰19 Β· ⭐ 24) - Toolkit for computing resilience metrics for power.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 13 Β· πŸ“¦ 3 Β· ⏱️ 04.08.2026):

     git clone https://github.com/NLR-Distribution-Suite/erad
    
  • PyPi (πŸ“₯ 160 / month Β· ⏱️ 16.07.2026):

     pip install NREL-erad
    
  • Paper: 10.21105/joss.08782

UnitCommitment.jl (πŸ₯‰17 Β· ⭐ 150) - Optimization package for the Security-Constrained.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 36 Β· πŸ“‹ 12 - 25% open Β· ⏱️ 17.07.2026):

     git clone https://github.com/ANL-CEEESA/UnitCommitment.jl
    
  • Julia (πŸ“₯ 62 / month):

     import Pkg; Pkg.add("UnitCommitment")
    
Open RAO (πŸ₯‰17 Β· ⭐ 33) - Power systems coordinated capacity calculation and.. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 11 Β· πŸ“₯ 55 Β· πŸ“‹ 290 - 25% open Β· ⏱️ 25.08.2026):

     git clone https://github.com/powsybl/powsybl-open-rao
    
OATS (πŸ₯‰16 Β· ⭐ 29 Β· πŸ’€) - Optimisation and Analysis Toolbox for Power Systems. ❗️GPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 4 Β· πŸ”€ 9 Β· πŸ“¦ 3 Β· πŸ“‹ 79 - 29% open Β· ⏱️ 11.12.2024):

     git clone https://github.com/bukhsh/oats
    
  • PyPi (πŸ“₯ 48 / month Β· πŸ“¦ 1 Β· ⏱️ 28.01.2020):

     pip install oatspower
    
  • Paper (πŸ“š 26 citations): 10.1109/TPWRS.2020.2986081

PyPSA-USA (πŸ₯‰15 Β· ⭐ 140) - Power System Model for the United States. MIT
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 54 Β· πŸ“‹ 400 - 26% open Β· ⏱️ 10.08.2026):

     git clone https://github.com/PyPSA/pypsa-usa
    
dGen (πŸ₯‰15 Β· ⭐ 78) - The Distributed Generation Market Demand (dGen) model. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 170 Β· πŸ“‹ 45 - 53% open Β· ⏱️ 17.02.2026):

     git clone https://github.com/NatLabRockies/dgen
    
ReEDS (πŸ₯‰15 Β· ⭐ 34 Β· 🐣) - Capacity planning and dispatch model. ❗️GPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 16 Β· πŸ“‹ 79 - 73% open Β· ⏱️ 27.08.2026):

     git clone https://github.com/ReEDS-Model/ReEDS
    
DOPER (πŸ₯‰14 Β· ⭐ 25) - Distributed Optimal and Predictive Energy Resources. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 12 Β· ⏱️ 19.08.2026):

     git clone https://github.com/LBNL-ETA/DOPER
    
ExaGO (πŸ₯‰12 Β· ⭐ 15) - Large-scale power grid optimization. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 8 Β· πŸ“‹ 17 - 64% open Β· ⏱️ 20.08.2026):

     git clone https://github.com/ORNL/ExaGO
    
PyPSA-Distribution (πŸ₯‰10 Β· ⭐ 31) - Multi-energy model for small scale applications in.. ❗️GPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 13 Β· πŸ“‹ 35 - 71% open Β· ⏱️ 29.06.2026):

     git clone https://github.com/pypsa-meets-earth/pypsa-distribution
    
PowerSystemsInvestments.jl (πŸ₯‰10 Β· ⭐ 21) - Power Systems investment models; NREL Sienna. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 4 Β· πŸ”€ 12 Β· πŸ“‹ 34 - 82% open Β· ⏱️ 20.06.2026):

     git clone https://github.com/Sienna-Platform/PowerSystemsInvestments.jl
    
  • Julia:

     import Pkg; Pkg.add("PowerSystemsInvestments")
    
AMES - Version 5.0 (πŸ₯‰7 Β· ⭐ 35) - Wholesale Power Market Test Bed. ❗️Custom
  • GitHub (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 10 Β· ⏱️ 25.08.2026):

     git clone https://github.com/ames-market/AMES-V5.0
    
EGRIP.jl (πŸ₯‰7 Β· ⭐ 11 Β· πŸ’€) - Julia/MATALB package for power system restoration.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 5 Β· ⏱️ 06.05.2025):

     git clone https://github.com/ANL-CEEESA/EGRIP.jl
    
  • Julia:

     import Pkg; Pkg.add("EGRIP")
    
US-REGEN (πŸ₯‰6 Β· ⭐ 24 Β· πŸ’€) - U.S. regional economy, greenhouse gas, and energy model. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 2 Β· πŸ”€ 4 Β· ⏱️ 27.05.2025):

     git clone https://github.com/epri-dev/US-REGEN
    
ASSET (πŸ₯‰6 Β· ⭐ 20 Β· πŸ’€) - Assess and analyze grid strength. BSD-3
PyPSA-stochUC (πŸ₯‰5 Β· ⭐ 20 Β· πŸ’€) - Stochastic unit commitment extension for PyPSA with market.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 2 Β· πŸ”€ 4 Β· ⏱️ 09.12.2024):

     git clone https://github.com/PPGS-Tools/PyPSA-stochUC
    
GenSAS (πŸ₯‰4 Β· ⭐ 1) - A C++ based generalized simulation tool based on semi-.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 1 Β· ⏱️ 05.04.2026):

     git clone https://github.com/ANL-CEEESA/gensas
    
OpenDSS (πŸ₯‰2) - Distribution system simulator. ❗️BSD
  • No project information available.
Show 4 hidden projects...
  • AltDSS/DSS C-API (πŸ₯‰16 Β· ⭐ 38 Β· 🧊) - a plain C interface to OpenDSS. BSD-3
  • PSST (πŸ₯‰12 Β· ⭐ 45 Β· 🧊) - Power System Simulation Toolbox for SCUC and SCED in.. ❗️AMES License
  • hynet (πŸ₯‰12 Β· ⭐ 4 Β· 🧊) - Optimal power flow framework for hybrid AC/DC power systems. BSD-3
  • AMES (V4.0) (πŸ₯‰3 Β· ⭐ 14 Β· 🧊) - Agent based Modeling of Electricity Systems. ❗️GPL-2.0

Software Interface

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PySCIPOpt (πŸ₯‡37 Β· ⭐ 990) - Python interface for SCIP. MIT
  • GitHub (πŸ‘¨β€πŸ’» 91 Β· πŸ”€ 280 Β· πŸ“¦ 500 Β· πŸ“‹ 650 - 3% open Β· ⏱️ 27.08.2026):

     git clone https://github.com/scipopt/PySCIPOpt
    
  • PyPi (πŸ“₯ 420K / month Β· πŸ“¦ 110 Β· ⏱️ 16.05.2026):

     pip install PySCIPOpt
    
  • Conda (πŸ“₯ 850K Β· ⏱️ 20.08.2026):

     conda install -c conda-forge pyscipopt
    
  • Paper (πŸ“š 68 citations): 10.1007/978-3-319-42432-3_37

PyPowSyBl (πŸ₯‡25 Β· ⭐ 100) - A PowSyBl and Python integration. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 26 Β· πŸ“₯ 750 Β· πŸ“‹ 320 - 28% open Β· ⏱️ 27.08.2026):

     git clone https://github.com/powsybl/pypowsybl
    
  • PyPi (πŸ“₯ 27K / month Β· πŸ“¦ 15 Β· ⏱️ 22.07.2026):

     pip install pypowsybl
    
AMPLPY (πŸ₯‡21 Β· ⭐ 86) - Python API for AMPL. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 20 Β· πŸ“¦ 140 Β· ⏱️ 21.07.2026):

     git clone https://github.com/ampl/amplpy
    
  • PyPi (πŸ“₯ 29K / month Β· πŸ“¦ 14 Β· ⏱️ 21.07.2026):

     pip install amplpy
    
  • Conda (πŸ“₯ 580K Β· ⏱️ 05.09.2025):

     conda install -c conda-forge amplpy
    
Easy SimAuto (πŸ₯ˆ20 Β· ⭐ 53) - Python interface to PowerWorld. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 16 Β· πŸ“¦ 10 Β· πŸ“‹ 100 - 18% open Β· ⏱️ 31.12.2025):

     git clone https://github.com/mzy2240/ESA
    
  • PyPi (πŸ“₯ 380 / month Β· πŸ“¦ 1 Β· ⏱️ 05.06.2023):

     pip install esa
    
  • Paper (πŸ“š 25 citations): 10.21105/joss.02289

py-dss-interface (πŸ₯ˆ18 Β· ⭐ 46) - A package for access to direct dll version of OpenDSS. MIT
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 14 Β· πŸ“₯ 43 Β· πŸ“¦ 41 Β· πŸ“‹ 57 - 1% open Β· ⏱️ 13.08.2026):

     git clone https://github.com/PauloRadatz/py_dss_interface
    
  • PyPi (πŸ“₯ 7.2K / month Β· πŸ“¦ 13 Β· ⏱️ 16.02.2026):

     pip install py-dss-interface
    
PyDSS (πŸ₯ˆ18 Β· ⭐ 42) - A Python wrapper for OpenDSS. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 29 Β· πŸ“¦ 3 Β· πŸ“‹ 31 - 48% open Β· ⏱️ 16.06.2026):

     git clone https://github.com/NatLabRockies/PyDSS
    
  • PyPi (πŸ“₯ 24 / month Β· ⏱️ 17.08.2011):

     pip install pydss
    
matpowercaseframes (πŸ₯ˆ18 Β· ⭐ 6) - Parse MATPOWER case into pandas DataFrame. MIT
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 3 Β· πŸ“¦ 45 Β· πŸ“‹ 14 - 35% open Β· ⏱️ 29.06.2026):

     git clone https://github.com/UGM-EPSLab/matpowercaseframes
    
  • PyPi (πŸ“₯ 25K / month Β· πŸ“¦ 11 Β· ⏱️ 29.06.2026):

     pip install matpowercaseframes
    
powerfactory-tools (πŸ₯ˆ17 Β· ⭐ 57 Β· πŸ“‰) - Python toolbox for control of DIgSILENT PowerFactory. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 4 Β· πŸ”€ 11 Β· πŸ“₯ 400 Β· πŸ“¦ 2 Β· πŸ“‹ 200 - 7% open Β· ⏱️ 18.08.2026):

     git clone https://github.com/ieeh-tu-dresden/powerfactory-tools
    
  • PyPi (πŸ“₯ 130 / month Β· ⏱️ 07.07.2026):

     pip install ieeh-powerfactory-tools
    
  • Paper (πŸ“š 1 citation): 10.21105/joss.09281

CIMTool (πŸ₯‰16 Β· ⭐ 78) - CIMugs CIMTool for the CIM. ❗️LGPL-2.1
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 12 Β· πŸ“₯ 3.2K Β· πŸ“‹ 140 - 29% open Β· ⏱️ 22.07.2026):

     git clone https://github.com/CIMug-org/CIMTool
    
powfacpy (πŸ₯‰15 Β· ⭐ 14) - Python wrapper around the DIgSILENT PowerFactory API. MIT
  • GitHub (πŸ‘¨β€πŸ’» 2 Β· πŸ”€ 6 Β· πŸ“¦ 5 Β· πŸ“‹ 41 - 17% open Β· ⏱️ 03.07.2026):

     git clone https://github.com/FraunhIEE-UniKassel-PowSysStability/powfacpy
    
  • PyPi (πŸ“₯ 280 / month Β· ⏱️ 12.08.2026):

     pip install powfacpy
    
OpenDSSDirect.jl (πŸ₯‰14 Β· ⭐ 30) - Cross-platform Julia interface to OpenDSS. MIT
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 6 Β· πŸ“‹ 48 - 25% open Β· ⏱️ 17.02.2026):

     git clone https://github.com/dss-extensions/OpenDSSDirect.jl
    
  • Julia (πŸ“₯ 18 / month):

     import Pkg; Pkg.add("OpenDSSDirect")
    
matpower-pip (πŸ₯‰14 Β· ⭐ 26) - Easy Python Access to MATPOWER. MIT
  • GitHub (πŸ‘¨β€πŸ’» 2 Β· πŸ”€ 3 Β· πŸ“¦ 14 Β· πŸ“‹ 22 - 31% open Β· ⏱️ 03.06.2026):

     git clone https://github.com/yasirroni/matpower-pip
    
  • PyPi (πŸ“₯ 1.1K / month Β· πŸ“¦ 2 Β· ⏱️ 25.02.2026):

     pip install matpower
    
mhi-pscad (πŸ₯‰10) - PSCAD Automation library. BSD-3
  • PyPi (πŸ“₯ 8.2K / month Β· πŸ“¦ 2 Β· ⏱️ 14.05.2026):
     pip install mhi-pscad
    
CIMTool-Builders-Library (πŸ₯‰8 Β· ⭐ 11) - Publically available XSLT builders. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 3 Β· ⏱️ 14.05.2026):

     git clone https://github.com/CIMug-org/CIMTool-Builders-Library
    
DSS MATLAB (πŸ₯‰7 Β· ⭐ 12 Β· πŸ’€) - MATLAB interface to OpenDSS. BSD-3
  • GitHub (πŸ”€ 2 Β· πŸ“₯ 1.4K Β· πŸ“‹ 21 - 33% open Β· ⏱️ 30.10.2024):

     git clone https://github.com/dss-extensions/dss_matlab
    
OpenDER interface (πŸ₯‰5 Β· ⭐ 6 Β· πŸ’€) - Interface for OpenDER. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 2 Β· πŸ”€ 2 Β· ⏱️ 10.02.2025):

     git clone https://github.com/epri-dev/OpenDER_interface
    
Show 7 hidden projects...
  • OpenDSSDirect.py (πŸ₯ˆ20 Β· ⭐ 110 Β· 🧊) - A direct library interface to OpenDSS. MIT
  • AltDSS-Python (πŸ₯‰13 Β· ⭐ 18 Β· 🧊) - Modern Python bindings for an alternative.. BSD-3
  • DSSData (πŸ₯‰10 Β· ⭐ 17 Β· 🧊) - A micro-framework for simulation and data analysis of.. MIT
  • DSS Sharp (πŸ₯‰7 Β· ⭐ 12 Β· 🧊) - C#/.NET wrapper library for DSS C-API. BSD-3
  • Andes.jl (πŸ₯‰6 Β· ⭐ 9 Β· 🧊) - Julia interface for ANDES. MIT
  • mypower (πŸ₯‰5 Β· ⭐ 8 Β· 🧊) - Supplementary function of MATPOWER in Python. MIT
  • EasySimauto.jl (πŸ₯‰4 Β· ⭐ 7 Β· 🧊) - Julia interface for EasySimAuto and PowerWorld. Apache-2

Gas-Network Analysis

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pandapipes (πŸ₯‡31 Β· ⭐ 230 Β· πŸ“‰) - Pipeflow Calculation Tool. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 83 Β· πŸ“¦ 42 Β· πŸ“‹ 180 - 51% open Β· ⏱️ 26.05.2026):

     git clone https://github.com/e2nIEE/pandapipes
    
  • PyPi (πŸ“₯ 38K / month Β· πŸ“¦ 16 Β· ⏱️ 26.05.2026):

     pip install pandapipes
    
  • Paper (πŸ“š 76 citations): 10.3390/su12239899

GasModels.jl (πŸ₯‰21 Β· ⭐ 80) - Gas Network Optimization. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 24 Β· πŸ“‹ 200 - 24% open Β· ⏱️ 14.08.2026):

     git clone https://github.com/lanl-ansi/GasModels.jl
    
  • Julia (πŸ“₯ 47 / month):

     import Pkg; Pkg.add("GasModels")
    
Show 1 hidden projects...
  • MPNG (πŸ₯‰11 Β· ⭐ 11 Β· 🧊) - Simulator for Optimal Power and Natural Gas Flow. BSD-3

Co-Simulation

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OpenModelica (πŸ₯‡37 Β· ⭐ 1.4K) - Modelica-based environment for modeling and simulation. ❗️Modelica License 2
  • GitHub (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 400 Β· πŸ“₯ 1.9K Β· πŸ“‹ 9K - 24% open Β· ⏱️ 27.08.2026):

     git clone https://github.com/OpenModelica/OpenModelica
    
  • Docker Hub (πŸ“₯ 89K Β· ⭐ 6 Β· ⏱️ 03.07.2026):

     docker pull openmodelica/openmodelica
    
  • Paper (πŸ“š 191 citations): 10.4173/mic.2020.4.1

HELICS (πŸ₯ˆ33 Β· ⭐ 170) - Co-simulation framework. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 53 Β· πŸ“₯ 34K Β· πŸ“‹ 690 - 14% open Β· ⏱️ 25.08.2026):

     git clone https://github.com/GMLC-TDC/HELICS
    
  • PyPi (πŸ“₯ 4.5K / month Β· πŸ“¦ 13 Β· ⏱️ 28.02.2025):

     pip install helics
    
  • Conda (πŸ“₯ 22K Β· ⏱️ 22.04.2025):

     conda install -c conda-forge helics
    
  • Julia:

     import Pkg; Pkg.add("HELICS")
    
  • Paper (πŸ“š 73 citations): 10.1109/ACCESS.2024.3363615

precice (πŸ₯ˆ32 Β· ⭐ 960) - Precise Code Interaction Coupling Environment. ❗️LGPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 79 Β· πŸ”€ 290 Β· πŸ“₯ 48K Β· πŸ“‹ 1K - 24% open Β· ⏱️ 24.08.2026):

     git clone https://github.com/precice/precice
    
  • PyPi (πŸ“₯ 1.9K / month Β· πŸ“¦ 10 Β· ⏱️ 08.04.2026):

     pip install pyprecice
    
  • Conda (πŸ“₯ 190K Β· ⏱️ 08.04.2026):

     conda install -c conda-forge pyprecice
    
  • Docker Hub (πŸ“₯ 48K Β· ⏱️ 27.08.2026):

     docker pull precice/precice
    
  • Paper (πŸ“š 48 citations): 10.12688/openreseurope.14445.2

TESP (πŸ₯‰17 Β· ⭐ 49) - Transactive Energy Simulation Platform. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 42 Β· πŸ“₯ 530 Β· πŸ“¦ 2 Β· πŸ“‹ 130 - 27% open Β· ⏱️ 05.02.2026):

     git clone https://github.com/pnnl/tesp
    
  • PyPi (πŸ“₯ 87 / month Β· ⏱️ 05.02.2026):

     pip install tesp_support
    
Show 2 hidden projects...
  • EV-EcoSim (πŸ₯‰14 Β· ⭐ 26 Β· 🧊) - A grid-aware co-simulation platform for the design.. MIT
  • OpenHybridSim (πŸ₯‰12 Β· ⭐ 8 Β· 🧊) - EMT-TS hybrid simulation. BSD-3

Optimization Modeling Language

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Pyomo (πŸ₯‡48 Β· ⭐ 2.5K Β· πŸ“‰) - Python-based Optimization Modeling Language. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 580 Β· πŸ“₯ 6.9K Β· πŸ“¦ 4.9K Β· πŸ“‹ 1.6K - 22% open Β· ⏱️ 26.08.2026):

     git clone https://github.com/Pyomo/pyomo
    
  • PyPi (πŸ“₯ 1.4M / month Β· πŸ“¦ 230 Β· ⏱️ 04.06.2026):

     pip install Pyomo
    
  • Conda (πŸ“₯ 2.5M Β· ⏱️ 05.06.2026):

     conda install -c conda-forge pyomo
    
  • Paper (πŸ“š 804 citations): 10.1007/978-3-030-68928-5

CVXPY (πŸ₯ˆ46 Β· ⭐ 6.3K) - Convex optimization modeling language. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 270 Β· πŸ”€ 1.2K Β· πŸ“₯ 900 Β· πŸ“¦ 19K Β· πŸ“‹ 1.7K - 11% open Β· ⏱️ 25.08.2026):

     git clone https://github.com/cvxpy/cvxpy
    
  • PyPi (πŸ“₯ 6.5M / month Β· πŸ“¦ 1K Β· ⏱️ 22.06.2026):

     pip install cvxpy
    
  • Conda (πŸ“₯ 2.3M Β· ⏱️ 10.07.2026):

     conda install -c conda-forge cvxpy
    
  • Paper (πŸ“š 38 citations): 10.1080/23307706.2017.1397554

JuMP (πŸ₯ˆ41 Β· ⭐ 2.5K) - Julia-based Optimization Modeling Language. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 420 Β· πŸ“‹ 1.5K - 1% open Β· ⏱️ 24.08.2026):

     git clone https://github.com/jump-dev/JuMP.jl
    
  • Julia (πŸ“₯ 43K / month):

     import Pkg; Pkg.add("JuMP")
    
  • Paper (πŸ“š 351 citations): 10.1007/s12532-023-00239-3

ExaModels (πŸ₯‰27 Β· ⭐ 83 Β· πŸ“ˆ) - An algebraic modeling and automatic differentiation.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 14 Β· πŸ“‹ 57 - 21% open Β· ⏱️ 18.08.2026):

     git clone https://github.com/exanauts/ExaModels.jl
    
  • Julia (πŸ“₯ 380 / month):

     import Pkg; Pkg.add("ExaModels")
    
  • Paper (πŸ“š 29 citations): 10.1016/j.epsr.2024.110651

RSOME (πŸ₯‰24 Β· ⭐ 350 Β· πŸ’€) - Robust Stochastic Optimization Made Easy. ❗️GPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 62 Β· πŸ“‹ 45 - 15% open Β· ⏱️ 15.11.2024):

     git clone https://github.com/XiongPengNUS/rsome
    
  • PyPi (πŸ“₯ 840 / month Β· πŸ“¦ 4 Β· ⏱️ 29.10.2024):

     pip install rsome
    
  • Papers (πŸ“š 270 citations): 10.1287/ijoc.2023.1291, 10.1287/mnsc.2020.3603

PyOptInterface (πŸ₯‰24 Β· ⭐ 320) - Efficient modeling interface for optimization in.. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 28 Β· πŸ“¦ 24 Β· πŸ“‹ 48 - 22% open Β· ⏱️ 22.07.2026):

     git clone https://github.com/metab0t/PyOptInterface
    
  • PyPi (πŸ“₯ 8.4K / month Β· πŸ“¦ 8 Β· ⏱️ 27.03.2026):

     pip install pyoptinterface
    
  • Paper (πŸ“š 4 citations): 10.1109/TPWRS.2024.3483489

Gurobi OptiMods (πŸ₯‰19 Β· ⭐ 180) - Implemented optimization use cases using Gurobi. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 39 Β· πŸ“¦ 12 Β· πŸ“‹ 89 - 30% open Β· ⏱️ 09.04.2026):

     git clone https://github.com/Gurobi/gurobi-optimods
    
  • PyPi (πŸ“₯ 230 / month Β· πŸ“¦ 2 Β· ⏱️ 09.04.2026):

     pip install gurobi-optimods
    

Optimization Solver

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HiGHS (πŸ₯‡52 Β· ⭐ 1.8K) - Large-scale Sparse Linear Problem Optimizer. MIT
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 340 Β· πŸ“₯ 90K Β· πŸ“‹ 1.2K - 13% open Β· ⏱️ 19.08.2026):

     git clone https://github.com/ERGO-Code/HiGHS
    
  • PyPi (πŸ“₯ 5.4M / month Β· πŸ“¦ 210 Β· ⏱️ 02.07.2026):

     pip install highspy
    
  • Conda (πŸ“₯ 110K Β· ⏱️ 10.07.2026):

     conda install -c conda-forge highs
    
  • Julia (πŸ“₯ 12K / month):

     import Pkg; Pkg.add("HiGHS")
    
  • Paper (πŸ“š 379 citations): 10.1007/s12532-017-0130-5

OSQP (πŸ₯‡48 Β· ⭐ 2.2K) - Operator Splitting QP Solver. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 410 Β· πŸ“₯ 230K Β· πŸ“‹ 400 - 30% open Β· ⏱️ 10.11.2025):

     git clone https://github.com/osqp/osqp
    
  • PyPi (πŸ“₯ 6.9M / month Β· πŸ“¦ 170 Β· ⏱️ 12.06.2026):

     pip install osqp
    
  • Conda (πŸ“₯ 1.7M Β· ⏱️ 12.08.2026):

     conda install -c conda-forge osqp
    
  • Julia (πŸ“₯ 2.8K / month):

     import Pkg; Pkg.add("OSQP")
    
  • Paper (πŸ“š 1210 citations): 10.1007/s12532-020-00179-2

SCS (πŸ₯ˆ45 Β· ⭐ 630) - Splitting Conic Solver. MIT
  • GitHub (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 140 Β· πŸ“‹ 190 - 22% open Β· ⏱️ 28.06.2026):

     git clone https://github.com/cvxgrp/scs
    
  • PyPi (πŸ“₯ 5.6M / month Β· πŸ“¦ 72 Β· ⏱️ 09.01.2026):

     pip install scs
    
  • Conda (πŸ“₯ 1.9M Β· ⏱️ 12.05.2026):

     conda install -c conda-forge scs
    
  • Julia (πŸ“₯ 7.7K / month):

     import Pkg; Pkg.add("SCS")
    
  • Paper (πŸ“š 616 citations): 10.1007/s10957-016-0892-3

OR-Tools (πŸ₯ˆ37 Β· ⭐ 14K) - Google Optimization Tools. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 2.5K Β· πŸ“₯ 490K Β· πŸ“¦ 380 Β· πŸ“‹ 3.3K - 3% open Β· ⏱️ 09.06.2026):

     git clone https://github.com/google/or-tools
    
  • PyPi (πŸ“₯ 7M / month Β· πŸ“¦ 390 Β· ⏱️ 14.01.2026):

     pip install ortools
    
  • Conda (πŸ“₯ 170K Β· ⏱️ 22.04.2025):

     conda install -c conda-forge ortools-python
    
Ipopt (πŸ₯ˆ37 Β· ⭐ 1.8K Β· πŸ“ˆ) - COIN-OR Interior Point Optimizer. EPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 320 Β· πŸ“₯ 36K Β· πŸ“‹ 630 - 1% open Β· ⏱️ 27.08.2026):

     git clone https://github.com/coin-or/Ipopt
    
  • PyPi (πŸ“₯ 1.5K / month Β· πŸ“¦ 10 Β· ⏱️ 07.04.2021):

     pip install ipopt
    
  • Conda (πŸ“₯ 2.9M Β· ⏱️ 27.08.2026):

     conda install -c conda-forge ipopt
    
  • Paper (πŸ“š 9643 citations): 10.1007/s10107-004-0559-y

CVXOPT (πŸ₯ˆ28 Β· ⭐ 1K) - Python Software for Convex Optimization. ❗️GPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 220 Β· πŸ“¦ 15K Β· πŸ“‹ 200 - 21% open Β· ⏱️ 02.03.2026):

     git clone https://github.com/cvxopt/cvxopt
    
  • PyPi (πŸ“₯ 1.2M / month Β· πŸ“¦ 480 Β· ⏱️ 09.02.2026):

     pip install cvxopt
    
  • Conda (πŸ“₯ 2.2M Β· ⏱️ 08.08.2026):

     conda install -c conda-forge cvxopt
    
Xopt (πŸ₯‰27 Β· ⭐ 95) - Flexible high-level optimization in Python. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 39 Β· πŸ“¦ 28 Β· πŸ“‹ 100 - 19% open Β· ⏱️ 20.08.2026):

     git clone https://github.com/xopt-org/Xopt
    
  • PyPi (πŸ“₯ 4.7K / month Β· πŸ“¦ 12 Β· ⏱️ 31.07.2026):

     pip install xopt
    
  • Conda (πŸ“₯ 95K Β· ⏱️ 01.08.2026):

     conda install -c conda-forge xopt
    
  • Paper (πŸ“š 9 citations): 10.18429/JACoW-IPAC2023-THPL164

Clarabel.rs (πŸ₯‰25 Β· ⭐ 590) - Interior-point solver for convex conic optimisation.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 48 Β· πŸ“¦ 93 Β· πŸ“‹ 75 - 32% open Β· ⏱️ 13.04.2026):

     git clone https://github.com/oxfordcontrol/Clarabel.rs
    
  • PyPi (πŸ“₯ 5.5M / month Β· πŸ“¦ 43 Β· ⏱️ 11.06.2025):

     pip install clarabel
    
  • Conda (πŸ“₯ 460K Β· ⏱️ 17.12.2025):

     conda install -c conda-forge clarabel
    
  • Paper: arXiv:2405.12762

MadNLP (πŸ₯‰25 Β· ⭐ 250) - A solver for nonlinear programming with GPU support. MIT
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 32 Β· πŸ“‹ 140 - 24% open Β· ⏱️ 24.08.2026):

     git clone https://github.com/MadNLP/MadNLP.jl
    
  • Julia (πŸ“₯ 850 / month):

     import Pkg; Pkg.add("MadNLP")
    
  • Papers: arXiv:2307.16830, arXiv:2010.02404

PIQP (πŸ₯‰25 Β· ⭐ 150) - Proximal Interior Point Quadratic Programming solver. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 22 Β· πŸ“₯ 1.4K Β· πŸ“¦ 54 Β· πŸ“‹ 21 - 23% open Β· ⏱️ 16.05.2026):

     git clone https://github.com/PREDICT-EPFL/piqp
    
  • PyPi (πŸ“₯ 79K / month Β· πŸ“¦ 13 Β· ⏱️ 11.05.2026):

     pip install piqp
    
  • Conda (πŸ“₯ 360K Β· ⏱️ 14.05.2026):

     conda install -c conda-forge piqp
    
  • Paper (πŸ“š 19 citations): 10.1109/CDC49753.2023.10383915

CBC (πŸ₯‰24 Β· ⭐ 1K) - COIN-OR Branch-and-Cut solver. EPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 140 Β· πŸ“₯ 370K Β· πŸ“‹ 560 - 29% open Β· ⏱️ 25.06.2026):

     git clone https://github.com/coin-or/Cbc
    
  • Conda (πŸ“₯ 1.7M Β· ⏱️ 12.05.2026):

     conda install -c conda-forge coincbc
    
Clarabel.jl (πŸ₯‰23 Β· ⭐ 280) - Interior-point solver for convex conic optimisation.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 30 Β· πŸ“‹ 76 - 17% open Β· ⏱️ 14.04.2026):

     git clone https://github.com/oxfordcontrol/Clarabel.jl
    
  • Julia (πŸ“₯ 1.7K / month):

     import Pkg; Pkg.add("Clarabel")
    
  • Paper: arXiv:2405.12762

Clp (πŸ₯‰22 Β· ⭐ 490) - COIN-OR Linear Programming Solver. EPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 96 Β· πŸ“₯ 17K Β· πŸ“‹ 210 - 20% open Β· ⏱️ 15.07.2026):

     git clone https://github.com/coin-or/Clp
    
  • Conda (πŸ“₯ 1.8M Β· ⏱️ 11.05.2026):

     conda install -c conda-forge coin-or-clp
    
Tulip (πŸ₯‰22 Β· ⭐ 160) - Interior-point solver in pure Julia. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 24 Β· πŸ“‹ 47 - 38% open Β· ⏱️ 19.04.2026):

     git clone https://github.com/ds4dm/Tulip.jl
    
  • Julia (πŸ“₯ 660 / month):

     import Pkg; Pkg.add("Tulip")
    
  • Paper (πŸ“š 13 citations): 10.1007/s12532-020-00200-8

KVXOPT (πŸ₯‰14 Β· ⭐ 13) - CVXOPT with additional SuiteSparse wrappers. ❗️GPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 1 Β· πŸ“₯ 8 Β· πŸ“¦ 35 Β· ⏱️ 22.02.2026):

     git clone https://github.com/kvxopt/kvxopt
    
  • PyPi (πŸ“₯ 7.4K / month Β· πŸ“¦ 14 Β· ⏱️ 22.02.2026):

     pip install kvxopt
    
  • Conda (πŸ“₯ 490K Β· ⏱️ 11.08.2026):

     conda install -c conda-forge kvxopt
    
Show 1 hidden projects...
  • ECOS (πŸ₯ˆ40 Β· ⭐ 550 Β· 🧊) - Conic solver for second-order cone programming. ❗️GPL-3.0

Machine and Reinforcement Learning

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Grid2Op (πŸ₯‡25 Β· ⭐ 460) - Modeling sequential decision making in power systems. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 150 Β· πŸ“₯ 1 Β· πŸ“‹ 410 - 15% open Β· ⏱️ 18.06.2026):

     git clone https://github.com/Grid2op/grid2op
    
  • PyPi (πŸ“₯ 16K / month Β· πŸ“¦ 9 Β· ⏱️ 18.06.2026):

     pip install Grid2Op
    
  • Docker Hub (πŸ“₯ 12K Β· ⭐ 1 Β· ⏱️ 05.07.2022):

     docker pull bdonnot/grid2op
    
Daline (πŸ₯‰7 Β· ⭐ 25) - A Data-driven Power Flow Linearization Toolbox. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 1 Β· πŸ“₯ 9 Β· ⏱️ 29.01.2026):

     git clone https://github.com/JarvisETHZ/Daline
    
  • Paper: 10.3929/ethz-b-000681867

Show 3 hidden projects...
  • RLGC (πŸ₯ˆ17 Β· ⭐ 140 Β· 🧊) - RL for Grid Control (RLGC). ❗️BSD
  • DeepSolar (πŸ₯‰9 Β· ⭐ 270 Β· 🧊) - Houseshold-level solar panel identification with deep.. MIT
  • andes_gym (πŸ₯‰4 Β· ⭐ 14 Β· 🧊) - ANDES RL Environment for OpenAI Gym. ❗️GPL-3.0

Visualization

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PowSyBl Diagram (πŸ₯‡20 Β· ⭐ 120) - single-line substation diagrams and network graph.. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 29 Β· πŸ“¦ 35 Β· πŸ“‹ 230 - 31% open Β· ⏱️ 06.07.2026):

     git clone https://github.com/powsybl/powsybl-diagram
    
PowerGraphics.jl (πŸ₯ˆ17 Β· ⭐ 33) - Visualization for PowerSimulations; NREL Sienna. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 18 Β· πŸ“‹ 44 - 27% open Β· ⏱️ 20.06.2026):

     git clone https://github.com/Sienna-Platform/PowerGraphics.jl
    
  • Julia (πŸ“₯ 33 / month):

     import Pkg; Pkg.add("PowerGraphics")
    
LTB AGVis (πŸ₯‰12 Β· ⭐ 10) - Geographical Visualization for Power Grid; CURENT LTB. ❗️GPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 6 Β· πŸ“₯ 20 Β· πŸ“¦ 3 Β· πŸ“‹ 25 - 36% open Β· ⏱️ 09.03.2026):

     git clone https://github.com/CURENT/agvis
    
  • PyPi (πŸ“₯ 22 / month Β· ⏱️ 07.06.2024):

     pip install agvis
    
  • Paper (πŸ“š 5 citations): 10.1109/NAPS58826.2023.10318583

Show 1 hidden projects...

Messaging Environment

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Show 1 hidden projects...

Power-System Data

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πŸ”—Β Australian MV-LV Networks ( ⭐ 32 Β· 🧊) - Large-scale three-phase Australian MV distribution..

πŸ”—Β Power Grid Lib - Optimal Power Flow ( ⭐ 420 Β· 🧊) - Benchmarks for OPF.

πŸ”—Β Power Grid Lib - Unit Commitment ( ⭐ 130) - Benchmarks for UC.

πŸ”—Β Power Grid Lib - Optimal Power Flow with HVDC Lines ( ⭐ 26 Β· 🧊) - Benchmarks for OPF with HVDC.

πŸ”—Β WECC-and-NPCC-Electricity-Economic-Data ( ⭐ 14 Β· 🧊) - Economic data on WECC and NPCC.

πŸ”—Β OpenDataElia - Data by opendatasoft.

πŸ”—Β Data on Energy ( ⭐ 430) - Data on energy by Our World in Data.

πŸ”—Β COVID-EMDA ( ⭐ 60 Β· 🧊) - Cross-Domain Data Hub with Data in USA.

πŸ”—Β Electrical Signals Databases ( ⭐ 35) - Voltage and current samples from Digital Fault Recorder.

πŸ”—Β A new power system benchmark ( ⭐ 48) - A new type of power system calculation example by the..

πŸ”—Β pmuBAGE ( ⭐ 8 Β· 🧊) - Synthetic phasor measurement unit dataset.

SimBench (πŸ₯‡20 Β· ⭐ 140) - Benchmark dataset of German LV/MV/HV grids including.. ❗️odbl-1.0
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 38 Β· πŸ“¦ 51 Β· πŸ“‹ 39 - 15% open Β· ⏱️ 02.04.2026):

     git clone https://github.com/e2nIEE/simbench
    
  • PyPi (πŸ“₯ 8.2K / month Β· πŸ“¦ 15 Β· ⏱️ 02.04.2026):

     pip install simbench
    
  • Conda:

     conda install -c conda-forge simbench
    
RTS-GMLC (πŸ₯ˆ15 Β· ⭐ 250) - Reliability Test System dataset for Grid.. ❗️DOE/NREL/ALLIANCE data use disclaimer agreement
  • GitHub (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 97 Β· πŸ“‹ 130 - 22% open Β· ⏱️ 23.10.2025):

     git clone https://github.com/GridMod/RTS-GMLC
    
COLIB (πŸ₯‰7 Β· ⭐ 14 Β· πŸ’€) - Collaborative dynamic library. ❗️CC-BY-4.0
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 4 Β· πŸ“‹ 130 - 9% open Β· ⏱️ 12.05.2025):

     git clone https://github.com/CRESYM/colib0.github.io
    
DPLib (πŸ₯‰7 Β· ⭐ 11) - MATLAB-based distributed benchmark library and.. ❗️Academic and Research Use Only
  • GitHub (πŸ‘¨β€πŸ’» 2 Β· πŸ”€ 4 Β· ⏱️ 15.06.2026):

     git clone https://github.com/LSU-RAISE-LAB/DPLib
    
  • Paper: arXiv:2506.20819


Power Electronics

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Show 1 hidden projects...

Data Management

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Atlite (πŸ₯‡31 Β· ⭐ 400) - Calculating Renewable Power Potentials. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 130 Β· πŸ“¦ 120 Β· πŸ“‹ 170 - 32% open Β· ⏱️ 13.08.2026):

     git clone https://github.com/PyPSA/atlite
    
  • PyPi (πŸ“₯ 7.1K / month Β· πŸ“¦ 2 Β· ⏱️ 21.04.2026):

     pip install atlite
    
  • Conda (πŸ“₯ 180K Β· ⏱️ 21.04.2026):

     conda install -c conda-forge atlite
    
  • Paper (πŸ“š 163 citations): 10.21105/joss.03294

GridStatus (πŸ₯‡26 Β· ⭐ 440) - Extract data from ISOs and other sources. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 47 Β· πŸ”€ 85 Β· πŸ“¦ 33 Β· πŸ“‹ 160 - 32% open Β· ⏱️ 25.08.2026):

     git clone https://github.com/gridstatus/gridstatus
    
  • PyPi (πŸ“₯ 80K / month Β· πŸ“¦ 2 Β· ⏱️ 21.04.2026):

     pip install gridstatus
    
  • Conda (πŸ“₯ 51 Β· ⏱️ 25.03.2025):

     conda install -c services gridstatus
    
powerplantmatching (πŸ₯ˆ25 Β· ⭐ 230) - Tools to combine multiple power plant databases. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 73 Β· πŸ“₯ 88 Β· πŸ“¦ 89 Β· πŸ“‹ 120 - 22% open Β· ⏱️ 16.08.2026):

     git clone https://github.com/PyPSA/powerplantmatching
    
  • PyPi (πŸ“₯ 6K / month Β· ⏱️ 11.02.2026):

     pip install powerplantmatching
    
  • Conda (πŸ“₯ 170K Β· ⏱️ 11.02.2026):

     conda install -c conda-forge powerplantmatching
    
  • Paper (πŸ“š 2 citations): 10.1016/j.esr.2018.11.004

PowerGenome (πŸ₯ˆ18 Β· ⭐ 240) - Create inputs for power systems models. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 77 Β· πŸ“‹ 230 - 54% open Β· ⏱️ 13.02.2026):

     git clone https://github.com/PowerGenome/PowerGenome
    
  • PyPi (πŸ“₯ 120 / month Β· ⏱️ 21.03.2025):

     pip install PowerGenome
    
  • Conda (πŸ“₯ 1.9K Β· ⏱️ 22.04.2025):

     conda install -c conda-forge powergenome
    
CIMpy (πŸ₯ˆ17 Β· ⭐ 78 Β· πŸ’€) - CIM files to the XML/RDF format. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 25 Β· πŸ“¦ 17 Β· πŸ“‹ 17 - 29% open Β· ⏱️ 23.02.2025):

     git clone https://github.com/sogno-platform/cimpy
    
  • PyPi (πŸ“₯ 960 / month Β· πŸ“¦ 1 Β· ⏱️ 20.06.2024):

     pip install cimpy
    
  • Paper (πŸ“š 1 citation): 10.1049/tje2.12208

EnergyDataModel (πŸ₯‰16 Β· ⭐ 93) - Represent energy systems as Python data classes. MIT
  • GitHub (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 9 Β· ⏱️ 25.08.2026):

     git clone https://github.com/rebase-energy/EnergyDataModel
    
  • PyPi (πŸ“₯ 3.2K / month Β· πŸ“¦ 6 Β· ⏱️ 21.08.2026):

     pip install energydatamodel
    
dsgrid (πŸ₯‰15 Β· ⭐ 34) - Demand-side grid projects, datasets and queries. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 6 Β· πŸ“¦ 1 Β· πŸ“‹ 150 - 43% open Β· ⏱️ 31.03.2026):

     git clone https://github.com/dsgrid/dsgrid
    
PowerSystemsInvestmentsPortfolios.jl (πŸ₯‰11 Β· ⭐ 13) - Data models for Power Systems investment models; NREL.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 9 Β· πŸ“‹ 72 - 20% open Β· ⏱️ 06.08.2026):

     git clone https://github.com/Sienna-Platform/PowerSystemsInvestmentsPortfolios.jl
    
  • Julia (πŸ“₯ 6 / month):

     import Pkg; Pkg.add("PowerSystemsInvestmentsPortfolios")
    
PowerfulCases (πŸ₯‰9 Β· ⭐ 5) - Test case data management for power systems simulation. MIT
  • GitHub (⏱️ 19.01.2026):

     git clone https://github.com/cuihantao/PowerfulCases
    
  • PyPi (πŸ“₯ 32 / month Β· ⏱️ 29.12.2025):

     pip install powerfulcases
    
PowerDynData.jl (πŸ₯‰6 Β· ⭐ 2) - Julia package for parsing PSS/E DYR dynamic data files. MIT
  • GitHub (πŸ‘¨β€πŸ’» 4 Β· πŸ”€ 1 Β· ⏱️ 04.01.2026):

     git clone https://github.com/cuihantao/PowerDynData.jl
    
  • Julia:

     import Pkg; Pkg.add("PowerDynData")
    
Show 3 hidden projects...
  • grg-pssedata (πŸ₯‰13 Β· ⭐ 35 Β· 🧊) - Python tools for working with PSSE v33 data files. BSD-3
  • cimpyorm (πŸ₯‰9 Β· ⭐ 12 Β· 🧊) - Python ORM middleware for IEC CIM and CGMES datasets. ❗️BSD-3.0
  • PSSE RAW (πŸ₯‰5 Β· ⭐ 39 Β· 🧊) - PSSE RAW parser. MIT

Educational Resources

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πŸ”—Β PowerCyber Training ( ⭐ 11) - PowerCyber Training modules source.

πŸ”—Β TextbookSimulations ( ⭐ 12 Β· 🧊) - Examples and problems accompanying Daniel Kirschens..

πŸ”—Β UTK ECE 522 - Power System Analysis II ( ⭐ 6) - Hands-on Project for Power System Analysis II (UTK..

πŸ”—Β ELEC0447 Analysis of Electric Power and Energy Systems ( ⭐ 25) - Masters course of power systems analysis at ULige.

πŸ”—Β Tutorial on DER Hosting Capacity Part 0 ( ⭐ 6 Β· πŸ’€) - Using dss_python.

πŸ”—Β Tutorial on DER Hosting Capacity Part 1 ( ⭐ 5) - Advanced Tools for the Analysis of Three-Phase..

πŸ”—Β Tutorial on DER Hosting Capacity Part 2 ( ⭐ 2) - Time-Series Analysis and PV Hosting Capacity of LV..

πŸ”—Β Tutorial on DER Hosting Capacity Part 3 ( ⭐ 1) - Volt-Watt Control and PV Hosting Capacity of LV..

πŸ”—Β Tutorial on DER Hosting Capacity Part 4 ( ⭐ 3 Β· πŸ’€) - Monte Carlo Assessment of PV Hosting Capacity of an..

πŸ”—Β LTB Demo ( ⭐ 6) - Ready-to-use LTB usage examples.

OptiVerse (πŸ₯‡7 Β· ⭐ 13 Β· πŸ’€) - A library with innovative optimization solutions. MIT
  • GitHub (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 12 Β· ⏱️ 15.02.2025):

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

Large-Language-Model Application

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PowerMCP (πŸ₯‡17 Β· ⭐ 210) - Collection of MCP servers for power system software. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 56 Β· πŸ“‹ 11 - 63% open Β· ⏱️ 22.08.2026):

     git clone https://github.com/Power-Agent/PowerMCP
    
PyPSA MCP (πŸ₯ˆ10 Β· ⭐ 70) - PyPSA Energy Modeling for LLMs. MIT
  • GitHub (πŸ‘¨β€πŸ’» 2 Β· πŸ”€ 9 Β· πŸ“₯ 11 Β· ⏱️ 20.03.2026):

     git clone https://github.com/open-energy-transition/pypsa-mcp
    
  • PyPi (πŸ“₯ 54 / month Β· ⏱️ 20.03.2026):

     pip install pypsamcp
    
PowerFM (πŸ₯‰6 Β· ⭐ 51) - Foundation models in the power and energy domain. MIT
  • GitHub (πŸ‘¨β€πŸ’» 1 Β· πŸ”€ 4 Β· ⏱️ 14.05.2026):

     git clone https://github.com/Power-Agent/PowerFM
    
PowerWorkflow (πŸ₯‰6 Β· ⭐ 40 Β· πŸ’€) - Collection of agentic workflows for power system.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 1 Β· πŸ”€ 2 Β· ⏱️ 19.07.2025):

     git clone https://github.com/Power-Agent/PowerWF
    
P-V Curve LLM (πŸ₯‰6 Β· ⭐ 5) - Using LLMs in Power-Voltage Curves for Voltage Stability.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 3 Β· ⏱️ 11.05.2026):

     git clone https://github.com/CURENT/pv-curve-llm
    

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.

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