openmodelica-microgrid-gym
Microgrid simulator
A software package for simulating and optimizing microgrid control using reinforcement learning algorithms
OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids
187 stars
14 watching
39 forks
Language: Modelica
last commit: over 3 years ago
Linked from 1 awesome list
controlelectrical-engineeringenergy-system-modelingengineeringmachine-learningmicrogridmodelicaopenai-gymopenai-gym-environmentsopenmodelicapower-electronicspower-supplypower-systemspythonreinforcement-learningsimulationsmart-grids
protontypes/open-sustainable-technologyRelated projects:
| Repository | Description | Stars |
|---|---|---|
| upb-lea/gym-electric-motor | A Python toolbox for simulating and controlling electric motors with a focus on reinforcement learning and classical control. | 311 |
| upb-lea/electricgrid.jl | A Julia-based framework for modeling and simulating electric grid dynamics with support for control options and reinforcement learning agents. | 33 |
 open-ideas/ideas | A Modelica-based framework for simulating complex energy systems in buildings and grids. | 133 |
 ugr-sail/sinergym | A Gymnasium-based interface for interacting with simulation engines like EnergyPlus to build and test control strategies using reinforcement learning | 137 |
 ahalev/python-microgrid | A Python library to simulate and manage microgrids with multiple modules and energy balance | 61 |
 dpinney/omf | A framework for simulating power system behavior and analyzing the cost-benefit of emerging technologies in smart grids. | 114 |
 lbl-srg/modelica-buildings | Provides dynamic simulation models for building energy and control systems | 259 |
 udk-vpt/buildingsystems | A Modelica library for simulating energy-related building and plant systems. | 70 |
 ucb-bar/midas | Automated framework for converting digital circuit designs into FPGA-accelerated simulators | 98 |
 robinhenry/gym-anm | A framework for designing reinforcement learning environments modeling Active Network Management tasks in electricity distribution networks | 143 |
 mpschrader/gym-sokoban | An OpenAI Gym environment for solving the Sokoban puzzle game | 333 |
 open-mmlab/mmengine | Provides a flexible and configurable framework for training deep learning models with PyTorch. | 1,196 |
 arras-energy/gridlabd | A simulator for modeling power grid behavior and optimizing energy distribution | 6 |
 google/ml-fairness-gym | An open-source tool for simulating the long-term impacts of machine learning-based decision systems on social environments | 314 |
 openipsl/openipsl | A collection of Modelica models representing power system components for dynamic analysis. | 83 |