emerrf / gym-wind-turbineLinks
OpenAI Gym environment which reproduces the behaviour of a wind turbine realistically using CCBlade aeroelastic code
☆22Updated last year
Alternatives and similar repositories for gym-wind-turbine
Users that are interested in gym-wind-turbine are comparing it to the libraries listed below
Sorting:
- Wind farm control reinforcement learning benchmark environment☆21Updated 4 months ago
- A controls-oriented engineering wake model.☆255Updated 2 weeks ago
- A control-oriented medium-fidelity wind farm model based on the unsteady 2D Navier-Stokes equations☆33Updated 5 years ago
- NeuroEvolution Optimization with Reinforcement Learning☆66Updated 7 months ago
- ☆12Updated last year
- Controllers designed to the 5MW NREL wind turbine using Simulink and Fast V8☆43Updated 2 years ago
- code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning☆173Updated 2 years ago
- A repository of OpenFAST turbine models developed by NREL researchers.☆38Updated 10 months ago
- Paper repository: "Policy-based optimization: single-step policy gradient seen as an evolution strategy"☆25Updated 2 months ago
- Dynamic implementation of the FLORIS model☆25Updated 2 months ago
- OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids☆209Updated 3 years ago
- Paper repository: "Beacon, a lightweight deep reinforcement learning benchmark library for flow control "☆13Updated last month
- Lightweight and scalable framework for Reinforcement Learning☆127Updated last year
- Deep reinforcement learning to perform shape optimization☆67Updated 3 years ago
- A framework to design and develop reinforcement learning environments for single- and multi-physics active flow control.☆29Updated last year
- Parallelizing DRL for Active Flow control☆67Updated 2 years ago
- Wind energy library, python and matlab tools for wind turbines analyses☆95Updated last month
- Wind Energy with Integrated Servo-controls Toolset☆65Updated last week
- ☆16Updated 2 years ago
- Dymola Reinforcement Learning (dymrl) is a OpenAI Gym environment for Modelica models.☆26Updated 6 years ago
- Repository from the paper https://arxiv.org/abs/1908.04127, to train Deep Reinforcement Learning in Fluid Mechanics Setup.☆66Updated 4 years ago
- reinforcement learning for active fluid control☆34Updated 5 years ago
- A Reference Open Source Controller for Wind Turbines☆142Updated 3 weeks ago
- Wind Farm Layout Optimization (WindFLO)☆20Updated last year
- Mirror of https://gitlab.windenergy.dtu.dk/toolbox/WindEnergyToolbox☆29Updated 3 months ago
- ☆10Updated 2 years ago
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆167Updated 7 months ago
- A wind turbine digital twin based on YAMS☆29Updated 4 years ago
- Collection of regression tests for OpenFAST and its modules, which can also be used as example models. This repository is a submodule of …☆71Updated 2 weeks ago
- Repository for the IEA 22-MW offshore reference wind turbine developed by the IEA Wind Task 55 REFWIND☆72Updated this week