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π A weekly updated ranked list of popular open-source libraries and tools for Power System Analysis.
Popular Open Source Libraries for Power System Analysis
πΒ A ranked list of popular projects for Power System Analysis. Updated weekly.
This curated list contains 100 open-source projects with a total of 27K 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
- Phasor Simulation 13 projects
- EMT Simulation 2 projects
- Steady State Simulation 30 projects
- Interface 11 projects
- Optimizer 11 projects
- Optimization Modeling Language 6 projects
- Machine/Reinforcement Learning for Power Grid 3 projects
- Co-Simulation Environment 2 projects
- Gas Simulation 3 projects
- Visualization 3 projects
- Messaging Environment 2 projects
- Power System Data 12 projects
- Power Electronics 1 projects
- Textbook 3 projects
Explanation
- π₯π₯π₯Β Combined project-quality score
- βοΈΒ Star count from GitHub
- π£Β New project (less than 6 months old)
- π€Β Inactive project (12 months no activity)
- πΒ Dead project (1200 months no activity)
- ππΒ Project is trending up or down
- βΒ Project was recently added
- βοΈΒ Warning (e.g. missing/risky license)
- π¨βπ»Β Contributors count from GitHub
- πΒ Fork count from GitHub
- πΒ Issue count from GitHub
- β±οΈΒ Last update timestamp on package manager
- π₯Β Download count from package manager
- π¦Β Number of dependent projects
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Β Support Python
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Β Support Julia
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Β Support Octave
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Β Support Java
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Β Support C
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Β Support Modelica
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Β Support Rust
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Β Support R
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Β Shipped with Jupyter Notebook examples
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Β CI via GitHub Actions
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Β CI via Azure Pipelines
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Β Available on PyPI
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Β Available on Conda
Phasor Simulation
LTB ANDES (π₯24 Β· β 200) - Transient Stability Simulator; CURENT LTB. βοΈGPL-3.0
-
GitHub (π¨βπ» 22 Β· π 96 Β· π¦ 16 Β· π 59 - 11% open Β· β±οΈ 25.03.2024):
it clone https://github.com/CURENT/andes -
PyPi (π₯ 700 / month Β· π¦ 2 Β· β±οΈ 25.03.2024):
ip install andes -
Conda (π₯ 430K Β· β±οΈ 25.03.2024):
onda install -c conda-forge andes -
Docker Hub (π₯ 120 Β· β±οΈ 10.12.2020):
ocker pull cuihantao/andes
DynaΟo (π₯22 Β· β 63) - C++/Modelica simulation tools for power systems. MPL-2.0
-
GitHub (π¨βπ» 50 Β· π 21 Β· π₯ 15K Β· π 1.4K - 7% open Β· β±οΈ 18.04.2024):
it clone https://github.com/dynawo/dynawo
PowerSimulationsDynamics.jl (π₯17 Β· β 160) - Dynamic Power System simulations; NREL Sienna. BSD-3
-
GitHub (π¨βπ» 13 Β· π 33 Β· π 130 - 31% open Β· β±οΈ 09.04.2024):
it clone https://github.com/NREL-Sienna/PowerSimulationsDynamics.jl
GridLAB-D (π₯16 Β· β 150) - Distribution power system simulator. βοΈCustom
-
GitHub (π¨βπ» 74 Β· π 100 Β· π₯ 3.3K Β· π 1.3K - 24% open Β· β±οΈ 22.02.2024):
it clone https://github.com/gridlab-d/gridlab-d
OpenIPSL (π₯15 Β· β 68) - A library of power system models. BSD-3
-
GitHub (π¨βπ» 32 Β· π 47 Β· π₯ 480 Β· π 120 - 13% open Β· β±οΈ 12.02.2024):
it clone https://github.com/OpenIPSL/OpenIPSL
PowerSystems (π₯13 Β· β 59 Β· π€) - Modelica 3rd party library for electrical power systems. βοΈCustom
-
GitHub (π¨βπ» 10 Β· π 35 Β· π 38 - 28% open Β· β±οΈ 20.03.2023):
it clone https://github.com/modelica-3rdparty/PowerSystems
GridPACK (π₯13 Β· β 37) - High-Performance Electric Grid Simulation. βοΈCustom
-
GitHub (π¨βπ» 50 Β· π 17 Β· π₯ 590 Β· π 130 - 22% open Β· β±οΈ 12.04.2024):
it clone https://github.com/GridOPTICS/GridPACK
STEPS (π₯12 Β· β 43) - Balanced large-scale AC-DC hybrid power system analysis. MIT
-
GitHub (π¨βπ» 4 Β· π 15 Β· π₯ 23 Β· π¦ 5 Β· β±οΈ 24.03.2024):
it clone https://github.com/changgang/steps
PowerSAS.m (π₯7 Β· β 14) - Power grid analysis framework based on semi-analytical solutions. BSD-3
-
GitHub (π¨βπ» 4 Β· π 4 Β· β±οΈ 05.01.2024):
it clone https://github.com/ANL-CEEESA/powersas.m
OpenHybridSim (π₯6 Β· β 7 Β· π€) - EMT-TS hybrid simulation. BSD-3
-
GitHub (π 5 Β· β±οΈ 05.05.2020):
it clone https://github.com/OpenHybridSim/OpenHybridSim-code
PSAT (π₯2 Β· β) - A Matlab toolbox for electric power system analysis and simulation. βοΈGPL
- No project information available.
EMT Simulation
Power System EMT Simulation.
ParaEMT (π₯8 Β· β 30) - Parallel EMT simulation. BSD-3
-
GitHub (π¨βπ» 3 Β· π 11 Β· β±οΈ 26.03.2024):
it clone https://github.com/NREL/ParaEMT_public
Steady State Simulation
Power System Steady State Simulation
pandapower (π₯33 Β· β 760) - Convenient Power System Modelling and Analysis. BSD-3
-
GitHub (π¨βπ» 130 Β· π 440 Β· π¦ 330 Β· π 910 - 19% open Β· β±οΈ 18.04.2024):
it clone https://github.com/e2nIEE/pandapower -
PyPi (π₯ 20K / month Β· π¦ 31 Β· β±οΈ 02.04.2024):
ip install pandapower -
Conda (π₯ 14K Β· β±οΈ 02.04.2024):
onda install -c conda-forge pandapower -
Docker Hub (π₯ 90 Β· β±οΈ 09.02.2021):
ocker pull pauldepraz/pandapowerapi
GridCal (π₯26 Β· β 380 Β· π) - Cross-platform power systems software. βοΈLGPL-3.0
Power Grid Model (π₯25 Β· β 120) - Steady-state distribution power system analysis. MPL-2.0
-
GitHub (π¨βπ» 21 Β· π 24 Β· π₯ 360 Β· π¦ 5 Β· π 140 - 40% open Β· β±οΈ 16.04.2024):
it clone https://github.com/PowerGridModel/power-grid-model -
PyPi (π₯ 15K / month Β· π¦ 1 Β· β±οΈ 16.04.2024):
ip install power-grid-model -
Conda (π₯ 150K Β· β±οΈ 17.04.2024):
onda install -c conda-forge power-grid-model
MATPOWER (π₯23 Β· β 380) - Steady state power flow simulation. BSD-3
-
GitHub (π¨βπ» 17 Β· π 150 Β· π₯ 460K Β· π 210 - 16% open Β· β±οΈ 11.04.2024):
it clone https://github.com/MATPOWER/matpower -
Docker Hub (π₯ 1.2K Β· β±οΈ 06.02.2024):
ocker pull matpower/matpower
PyPSA-Eur (π₯22 Β· β 280) - Sector-Coupled Optimisation Model of the European Energy.. MIT
-
GitHub (π¨βπ» 64 Β· π 200 Β· π 420 - 39% open Β· β±οΈ 18.04.2024):
it clone https://github.com/PyPSA/pypsa-eur -
Docker Hub (π₯ 37 Β· β±οΈ 11.04.2022):
ocker pull nimfetrisa/pypsa-eur
PowerSimulations.jl (π₯22 Β· β 260) - Power Systems optimization simulation and modeling;.. BSD-3
-
GitHub (π¨βπ» 36 Β· π 50 Β· π 300 - 10% open Β· β±οΈ 27.03.2024):
it clone https://github.com/NREL-Sienna/PowerSimulations.jl
PowSyBl Core (π₯22 Β· β 120) - Framework to build power system software. MPL-2.0
-
GitHub (π¨βπ» 110 Β· π 36 Β· π₯ 95 Β· π¦ 76 Β· π 550 - 43% open Β· β±οΈ 29.03.2024):
it clone https://github.com/powsybl/powsybl-core
LightSim2Grid (π₯21 Β· β 44 Β· π) - A fast backend for the Grid2Op. MPL-2.0
-
GitHub (π¨βπ» 5 Β· π 9 Β· π₯ 100 Β· π¦ 33 Β· π 49 - 32% open Β· β±οΈ 26.03.2024):
it clone https://github.com/BDonnot/lightsim2grid -
PyPi (π₯ 7.9K / month Β· π¦ 8 Β· β±οΈ 26.03.2024):
ip install LightSim2Grid -
Docker Hub (π₯ 190 Β· β±οΈ 01.02.2022):
ocker pull bdonnot/lightsim2grid
PYPOWER (π₯19 Β· β 310 Β· π€) - Port of MATPOWER to Python. βοΈBSD
-
GitHub (π¨βπ» 20 Β· π 110 Β· π¦ 100 Β· π 41 - 73% open Β· β±οΈ 29.03.2023):
it clone https://github.com/rwl/PYPOWER -
PyPi (π₯ 6.2K / month Β· π¦ 22 Β· β±οΈ 29.03.2023):
ip install PYPOWER -
Conda (π₯ 3.1K Β· β±οΈ 16.06.2023):
onda install -c invenia pypower -
Docker Hub (π₯ 17 Β· β±οΈ 19.05.2019):
ocker pull hwanghust/pypower
GenX (π₯19 Β· β 240) - Configurable capacity expansion model. βοΈGPL-2.0
-
GitHub (π¨βπ» 30 Β· π 94 Β· π 260 - 23% open Β· β±οΈ 25.03.2024):
it clone https://github.com/GenXProject/GenX
PowerModels.jl (π₯17 Β· β 370 Β· π) - Power Network Optimization. βοΈBSD
-
GitHub (π¨βπ» 29 Β· π 140 Β· π 480 - 17% open Β· β±οΈ 17.04.2024):
it clone https://github.com/lanl-ansi/PowerModels.jl
PowerGenome (π₯17 Β· β 190) - Create inputs for power systems models. MIT
PyPSA-USA (π₯16 Β· β 20) - Power System Model for the United States. MIT
-
GitHub (π¨βπ» 8 Β· π 9 Β· π 160 - 38% open Β· β±οΈ 12.04.2024):
it clone https://github.com/PyPSA/pypsa-usa
EGRET (π₯15 Β· β 120) - Tools for Power Systems Optimization Modeling. βοΈBSD
-
GitHub (π¨βπ» 38 Β· π 46 Β· π¦ 6 Β· π 82 - 53% open Β· β±οΈ 14.11.2023):
it clone https://github.com/grid-parity-exchange/Egret
ExaGO (π₯15 Β· β 51) - Large-scale power grid optimization. BSD-3
-
GitHub (π¨βπ» 28 Β· π 8 Β· π 77 - 61% open Β· β±οΈ 10.04.2024):
it clone https://github.com/pnnl/ExaGO
Open RAO (π₯15 Β· β 13 Β· β) - Power systems coordinated capacity calculation and.. MPL-2.0
-
GitHub (π¨βπ» 30 Β· π 3 Β· π₯ 35 Β· π 39 - 46% open Β· β±οΈ 12.04.2024):
it clone https://github.com/powsybl/powsybl-open-rao
LTB AMS (π₯15 Β· β 5) - Dispatch Modeling and Simulation; CURENT LTB. βοΈGPL-3.0
PowerNetworkMatrices.jl (π₯13 Β· β 18 Β· β) - Power systems matrices; NREL Sienna. BSD-3
-
GitHub (π¨βπ» 3 Β· π 3 Β· π 36 - 41% open Β· β±οΈ 26.02.2024):
it clone https://github.com/NREL-Sienna/PowerNetworkMatrices.jl
ReEDS-2.0 (π₯12 Β· β 110) - Capacity planning and dispatch model. βοΈGPL-3.0
-
GitHub (π¨βπ» 13 Β· π 12 Β· π 18 - 22% open Β· β±οΈ 14.03.2024):
it clone https://github.com/NREL/ReEDS-2.0
MOST (π₯12 Β· β 31) - MATPOWER Optimal Scheduling Tool. BSD-3
-
GitHub (π 10 Β· π 35 - 11% open Β· β±οΈ 11.04.2024):
it clone https://github.com/MATPOWER/most
matpower-pip (π₯11 Β· β 17) - Easy Python Access to MATPOWER. MIT
PowerFlows.jl (π₯10 Β· β 12 Β· β) - Collection of Power Flow solution; NREL Sienna. BSD-3
-
GitHub (π¨βπ» 6 Β· π 6 Β· π 13 - 46% open Β· β±οΈ 07.02.2024):
it clone https://github.com/NREL-Sienna/PowerFlows.jl
AMES - Version 5.0 (π₯6 Β· β 21) - Wholesale Power Market Test Bed. βοΈCustom
-
GitHub (π¨βπ» 3 Β· π 5 Β· β±οΈ 08.06.2023):
it clone https://github.com/ames-market/AMES-V5.0
mypower (π₯6 Β· β 6 Β· π€) - Supplementary function of MATPOWER in Python. MIT
-
GitHub (π 1 Β· β±οΈ 26.11.2022):
it clone https://github.com/yasirroni/mypower
PowerSystemsInvestments.jl (π₯5 Β· β 7 Β· π£) - Power Systems investment models; NREL Sienna. BSD-3
-
GitHub (π¨βπ» 2 Β· π 1 Β· β±οΈ 25.03.2024):
it clone https://github.com/NREL-Sienna/PowerSystemsInvestments.jl
PowerSystemsInvestmentsPortfolios.jl (π₯5 Β· β 7 Β· π£) - Data models for Power Systems investment models; NREL.. BSD-3
-
GitHub (π¨βπ» 2 Β· π 1 Β· β±οΈ 27.03.2024):
it clone https://github.com/NREL-Sienna/PowerSystemsInvestmentsPortfolios.jl
AMES (V4.0) (π₯3 Β· β 13 Β· π€) - Agent based Modeling of Electricity Systems. βοΈGPL-2.0
-
GitHub (π¨βπ» 2 Β· π 7 Β· π 5 - 60% open Β· β±οΈ 28.08.2020):
it clone https://github.com/ames-market/AMES-v4.0
Interface
OpenDSSDirect.py (π₯22 Β· β 81) - A direct library interface to OpenDSS. MIT
py-dss-interface (π₯19 Β· β 23) - A package for access to direct dll version of OpenDSS. MIT
Easy SimAuto (π₯17 Β· β 41) - Python interface to PowerWorld. Apache-2
grg-pssedata (π₯12 Β· β 30 Β· π€) - Python tools for working with PSSE v33 data files. BSD-3
CIMpy (π₯11 Β· β 50 Β· π€) - CIM files to the XML/RDF format. MPL-2.0
-
GitHub (π¨βπ» 10 Β· π 13 Β· π¦ 5 Β· π 11 - 45% open Β· β±οΈ 30.01.2023):
it clone https://github.com/sogno-platform/cimpy
Andes.jl (π₯6 Β· β 8) - Julia interface for ANDES. MIT
-
GitHub (π 1 Β· β±οΈ 05.02.2024):
it clone https://github.com/cuihantao/Andes.jl
OpenDER interface (π₯6 Β· π£) - Interface for OpenDER. BSD-3
-
GitHub (π¨βπ» 2 Β· β±οΈ 09.04.2024):
it clone https://github.com/epri-dev/OpenDER_interface
PSSE RAW (π₯5 Β· β 29 Β· π€) - PSSE RAW parser. MIT
-
GitHub (π¨βπ» 2 Β· π 15 Β· β±οΈ 07.01.2020):
it clone https://github.com/anderson-optimization/em-psse
EasySimauto.jl (π₯3 Β· β 4) - Julia interface for EasySimAuto and PowerWorld. Apache-2
-
GitHub (π¨βπ» 2 Β· β±οΈ 31.07.2023):
it clone https://github.com/mzy2240/EasySimauto.jl
Optimizer
ECOS (π₯26 Β· β 440 Β· π€) - Conic solver for second-order cone programming. βοΈGPL-3.0
Clarabel.rs (π₯24 Β· β 250) - Interior-point solver for convex conic optimisation.. Apache-2
Clarabel.jl (π₯16 Β· β 150) - Interior-point solver for convex conic optimisation in.. Apache-2
-
GitHub (π¨βπ» 11 Β· π 16 Β· π 45 - 11% open Β· β±οΈ 01.03.2024):
it clone https://github.com/oxfordcontrol/Clarabel.jl
Optimization Modeling Language
JuMP (π₯26 Β· β 2.1K) - Julia-based Optimization Modeling Language. MPL-2.0
-
GitHub (π¨βπ» 150 Β· π 380 Β· π 1.5K - 5% open Β· β±οΈ 18.04.2024):
it clone https://github.com/jump-dev/JuMP.jl
CVXOPT (π₯25 Β· β 950) - Python Software for Convex Optimization. βοΈGPL-3.0
RSOME (π₯17 Β· β 250 Β· π) - Robust Stochastic Optimization Made Easy. βοΈGPL-3.0
KVXOPT (π₯13 Β· β 10) - CVXOPT with more wrappers suite-sparse. βοΈGPL-3.0
Machine/Reinforcement Learning for Power Grid
Grid2Op (π₯26 Β· β 260) - Modeling sequential decision making in power systems. MPL-2.0
-
GitHub (π¨βπ» 32 Β· π 110 Β· π 340 - 11% open Β· β±οΈ 18.03.2024):
it clone https://github.com/rte-france/Grid2Op -
PyPi (π₯ 3.8K / month Β· π¦ 11 Β· β±οΈ 18.03.2024):
ip install Grid2Op -
Docker Hub (π₯ 9.7K Β· β 1 Β· β±οΈ 05.07.2022):
ocker pull bdonnot/grid2op
RLGC (π₯9 Β· β 100 Β· π€) - RL for Grid Control (RLGC). βοΈBSD
-
GitHub (π¨βπ» 4 Β· π 28 Β· π 15 - 33% open Β· β±οΈ 08.04.2022):
it clone https://github.com/RLGC-Project/RLGC
andes_gym (π₯5 Β· β 8 Β· π€) - ANDES RL Environment for OpenAI Gym. βοΈGPL-3.0
-
GitHub (π¨βπ» 2 Β· π 5 Β· β±οΈ 28.01.2022):
it clone https://github.com/cuihantao/andes_gym
Co-Simulation Environment
OpenModelica (π₯28 Β· β 740) - Modelica-based environment for modeling and simulation. βοΈCustom
-
GitHub (π¨βπ» 190 Β· π 280 Β· π₯ 360 Β· π 7.6K - 23% open Β· β±οΈ 18.04.2024):
it clone https://github.com/OpenModelica/OpenModelica -
Docker Hub (π₯ 38K Β· β 6 Β· β±οΈ 14.03.2024):
ocker pull openmodelica/openmodelica
precice (π₯26 Β· β 670 Β· π) - Precise Code Interaction Coupling Environment. βοΈLGPL-3.0
-
GitHub (π¨βπ» 57 Β· π 170 Β· π₯ 25K Β· π 830 - 24% open Β· β±οΈ 16.04.2024):
it clone https://github.com/precice/precice -
PyPi (π₯ 650 / month Β· π¦ 4 Β· β±οΈ 12.04.2024):
ip install pyprecice -
Conda (π₯ 19K Β· β±οΈ 12.04.2024):
onda install -c conda-forge pyprecice -
Docker Hub (π₯ 17K Β· β±οΈ 18.04.2024):
ocker pull precice/precice
Gas Simulation
pandapipes (π₯24 Β· β 120) - Pipeflow Calculation Tool. BSD-3
GasModels.jl (π₯13 Β· β 62) - Gas Network Optimization. BSD-3
-
GitHub (π¨βπ» 13 Β· π 15 Β· π 150 - 32% open Β· β±οΈ 31.01.2024):
it clone https://github.com/lanl-ansi/GasModels.jl
MPNG (π₯7 Β· β 10) - Simulator for Optimal Power and Natural Gas Flow. BSD-3
-
GitHub (π¨βπ» 3 Β· π 3 Β· β±οΈ 13.09.2023):
it clone https://github.com/MATPOWER/mpng
Visualization
PowSyBl Diagram (π₯18 Β· β 67) - single-line substation diagrams and network graph.. MPL-2.0
-
GitHub (π¨βπ» 24 Β· π 12 Β· π¦ 23 Β· π 160 - 35% open Β· β±οΈ 18.04.2024):
it clone https://github.com/powsybl/powsybl-diagram
PowerGraphics.jl (π₯15 Β· β 28) - Visualization for PowerSimulations; NREL Sienna. BSD-3
-
GitHub (π¨βπ» 9 Β· π 10 Β· π 37 - 37% open Β· β±οΈ 26.02.2024):
it clone https://github.com/NREL-Sienna/powergraphics.jl
LTB AGVis (π₯9 Β· β 6) - Geographical Visualization for Power Grid; CURENT LTB. βοΈGPL-3.0
Messaging Environment
LTB DiME (π₯8 Β· β 4) - Distributed Messaging Environment; CURENT LTB. βοΈGPL-3.0
-
GitHub (π¨βπ» 4 Β· π 3 Β· π 48 - 27% open Β· β±οΈ 31.07.2023):
it clone https://github.com/CURENT/dime
Power System Data
πΒ Australian MV-LV Networks ( β 22 Β· π£) - Large-scale three-phase Australian MV distribution..
πΒ Power Grid Lib - Optimal Power Flow ( β 280) - Benchmarks for OPF.
πΒ Power Grid Lib - Unit Commitment ( β 79 Β· π€) - Benchmarks for UC.
πΒ Power Grid Lib - Optimal Power Flow with HVDC Lines ( β 16) - Benchmarks for OPF with HVDC.
πΒ WECC-and-NPCC-Electricity-Economic-Data ( β 5) - Economic data on WECC and NPCC.
πΒ OpenDataElia - Data by opendatasoft.
πΒ Data on Energy ( β 250) - Data on energy by Our World in Data.
πΒ COVID-EMDA ( β 57) - Cross-Domain Data Hub with Data in USA.
powerplantmatching (π₯23 Β· β 140) - Tools to combine multiple power plant databases. BSD-2
-
GitHub (π¨βπ» 22 Β· π 49 Β· π₯ 53 Β· π¦ 43 Β· π 82 - 31% open Β· β±οΈ 12.04.2024):
it clone https://github.com/PyPSA/powerplantmatching -
PyPi (π₯ 670 / month Β· β±οΈ 07.04.2024):
ip install powerplantmatching -
Conda (π₯ 31K Β· β±οΈ 07.04.2024):
onda install -c conda-forge powerplantmatching
GridStatus (π₯22 Β· β 240) - Extract data from ISOs and other sources. BSD-3
DeepSolar (π₯9 Β· β 240 Β· π€) - Houseshold-level solar panel identification with deep learning. MIT
-
GitHub (π¨βπ» 2 Β· π 67 Β· π 17 - 76% open Β· β±οΈ 26.03.2019):
it clone https://github.com/wangzhecheng/DeepSolar
Power Electronics
GSEIM (π₯7 Β· β 10) - Simulation of electrical circuits. βοΈGPL-3.0
Textbook
πΒ TextbookSimulations ( β 7) - Examples and problems accompanying Daniel Kirschens Power..
πΒ UTK ECE 522 - Power System Analysis II ( β 3) - Hands-on Project for Power System Analysis II (UTK..
πΒ ELEC0447 Analysis of Electric Power and Energy Systems ( β 14) - Masters course of power systems analysis at ULige.
Project Popularity Score
- Has homepage link & description:
+ 1 - Has an existing GitHub repository:
+ 1 - Has a license:
+ 1 - Has a commonly used license (e.g. MIT):
+ 1 - Has multiple releases:
+ 1 - Has stable releases based on semantic version:
+ 1 - Has a release that is less than 6 months old:
+ 1 - Repo was update in the last 3 months:
+ 1 - Is older than 6 months:
+ 1 - Metrics from GitHub & package mangers:
- Number of stars:
+ log(COUNT / 2) - Number of contributors:
+ log(COUNT / 2) - 1 - Number of commits:
+ log(COUNT / 2) - 1 - Number of forks:
+ log(COUNT / 2) - Number of monthly downloads:
+ log(COUNT / 2) - 1 - Number of dependent projects:
+ log(COUNT / 1.5) - Number of watchers:
+ log(COUNT / 2) - 1 - Number of closed issues:
+ log(COUNT / 2) - 1
- Number of stars:
NOTE: This calculation is just chosen by EXPERIENCE. There is NO scientific proof that this really reflects the QUALITY of a project.
Project Data Collection
The data collection can be deficient for the projects that are not majorly hosted in GitHub.
Related Resources
- G-PST Tools Portal: An open tools portal with a classification approach
- Open Source Software (OSS) for Electricity Market Research, Teaching, and Training
- Papers With Code: Discover ML papers, code, and evaluation tables.
Contribution
Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways:
- Open an issue by selecting one of the provided categories from the issue page and fill in the requested information.
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Metadata
π A weekly updated ranked list of popular open-source libraries and tools for Power System Analysis.