319 skills found · Page 1 of 11
protontypes / Open Sustainable TechnologyA directory and analysis of the open source ecosystem in the areas of climate change, sustainable energy, biodiversity and natural resources. https://docs.getgrist.com/gSscJkc5Rb1R/OpenSustaintech
google / MakaniMakani was a project to develop a commercial-scale airborne wind turbine, culminating in a flight test of the Makani M600 off the coast of Norway. All Makani software has now been open-sourced. This repository contains the working Makani flight simulator, controller (autopilot), visualizer, and command center flight monitoring tools. Additionally, almost all avionics firmware is also included, albeit potentially not in a buildable state, due to the removal of some third-party proprietary code. We hope that this code will be inspirational and useful to the kite-based windpower and wider communities.
OpenFAST / OpenfastMain repository for the NREL-supported OpenFAST whole-turbine and FAST.Farm wind farm simulation codes.
wind-python / WindpowerlibThe windpowerlib is a library to model the output of wind turbines and farms.
byuflowlab / FLOWUnsteadyAn interactional aerodynamics and acoustics solver for multirotor aircraft and wind energy
IEAWindSystems / IEA 15 240 RWT15MW reference wind turbine repository developed in conjunction with IEA Wind
tahanakabi / DRL For Microgrid Energy ManagementWe study the performance of various deep reinforcement learning algorithms for the problem of microgrid’s energy management system. We propose a novel microgrid model that consists of a wind turbine generator, an energy storage system, a population of thermostatically controlled loads, a population of price-responsive loads, and a connection to the main grid. The proposed energy management system is designed to coordinate between the different sources of flexibility by defining the priority resources, the direct demand control signals and the electricity prices. Seven deep reinforcement learning algorithms are implemented and empirically compared in this paper. The numerical results show a significant difference between the different deep reinforcement learning algorithms in their ability to converge to optimal policies. By adding an experience replay and a second semi-deterministic training phase to the well-known Asynchronous advantage actor critic algorithm, we achieved considerably better performance and converged to superior policies in terms of energy efficiency and economic value.
sltzgs / OpenWindSCADAA curated list of open wind turbine data sets and corresponding code
ImperialCollegeLondon / SharpySimulation of High Aspect Ratio aeroplanes and wind turbines in Python: a nonlinear aeroelastic code
NatLabRockies / ROSCOA Reference Open Source Controller for Wind Turbines
PML-UCF / Pinn Wind BearingPython scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks
ebranlard / WelibWind energy library, python and matlab tools for wind turbines analyses
lapisco / Wind Turbine Failure PredictionMachine learning applied to wind turbines incipient fault detection.
mathworks / Simscape Wind TurbineWind turbine model including blades, nacelle, pitch and yaw actuation, generator and control system.
fronterapp / Thesis FloatingTurbineRepository containing the simulation setups and libraries from the thesis 'CFD Simulation of a Floating Wind Turbine with OpenFOAM'.
lkev / WtphmSCADA data pre-processing library for prognostics, health management and fault detection of wind turbines. Successor to https://github.com/lkev/wt-fdd
Sk70249 / Wind Energy Analysis And Forecast Using Deep Learning LSTMA Deep Learning model that predict forecast the power generated by wind turbine in a Wind Energy Power Plant using LSTM (Long Short Term Memory) i.e modified recurrent neural network.
byuflowlab / CCBlade.jlBlade Element Momentum Method for Propellers and Turbines
IEAWindSystems / IEA 22 280 RWTRepository for the IEA 22-MW offshore reference wind turbine developed by the IEA Wind Task 55 REFWIND
lkev / Wt FddWind Turbine Fault Detection. Newer version @ https://github.com/lkev/wtphm
