wind-energy

There are 6 repositories under wind-energy topic.

OpenFAST / openfast
Main repository for the NREL-supported OpenFAST whole-turbine and FAST.Farm wind farm simulation codes.
aeroelasticity wind wind-energy wind-farm wind-power wind-turbine
Language:Fortran 805
sltzgs / OpenWindSCADA
list of open wind turbine data sets
open-data renewable-energy scada wind-energy wind-power
Language:Jupyter Notebook 165
Exawind / nalu-wind
Solver for wind farm simulations targeting exascale computational platforms
low-mach wind-energy les cfd ecp exascale-computing exawind
Language:C 143
turbinesFoam / turbinesFoam
An actuator line modeling extension library for OpenFOAM.
actuator-line airfoils blade-element openfoam turbines wind-energy
Language:C++ 137
ebranlard / pyDatView
A crossplatform GUI to plot tabulated data from files (e.g. CSV, Excel, OpenFAST, HAWC2, Flex...), or python pandas dataframes
data-visualization gui wind-energy
Language:Python 132
NREL / sup3r
The Super-Resolution for Renewable Resource Data (sup3r) software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolution inputs.
generative-adversarial-network machine-learning renewable-energy deep-learning climate-change climate-data solar-energy tensorflow wind-energy downscaling reanalysis severe-weather urban-heat-island
Language:Python 114
ebranlard / welib
Wind energy library, python and matlab tools for wind turbines analyses
modeling wind-energy
Language:Python 93
lkev / wtphm
SCADA data pre-processing library for prognostics, health management and fault detection of wind turbines. Successor to https://github.com/lkev/wt-fdd
wind-turbine wind-energy fault-detection machine-learning scada
Language:Python 82
Sk70249 / Wind-Energy-Analysis-and-Forecast-using-Deep-Learning-LSTM
A 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.
deep-learning lstm machine-learning data-science deep-neural-networks rolling-forecast time-series-analysis recurrent-neural-networks wind-energy long-short-term-memory
Language:Jupyter Notebook 71
cuge1995 / awesome-energy-forecasting
list of papers, code, and other resources
building-energy building-energy-forecasting clean-energy energy-data energy-prediction renewable-energy solar-energy solar-forecasting time-series-forecasting time-series-prediction wind-energy wind-energy-analytics wind-forecasting wind-speed
66
Energinet-SimTools / MTB
Energinets Model Testbench. Automate gridcompliance studies in PSCAD and Powerfactory.
powerfactory powersystem-simulation powersystems pscad renewable-energy solar-energy wind-energy gridcompliance ptx green-transition power-electronics power2x high-voltage hvdc powergrid dcc generator rfg
Language:Python 41
wind-turbine-detector
lbborkowski / wind-turbine-detector
Wind Turbine Object Detection from Aerial Imagery Using TensorFlow Object Detection API and Google Colab
tensorflow object-detection python aerial-imagery tensorflow-tutorials tensorflow-object-detection-api tensorflow-object-detection google-colab wind-turbine wind-energy satellite-imagery convolutional-neural-networks machine-learning remote-sensing
Language:Jupyter Notebook 40
SolOptXMR
mj-xmr / SolOptXMR
Solar Optimal mining of XMR
mining solar-energy photovoltaics renewable-energy renewables smart-home wind-energy
Language:HTML 31
b3p
wr1 / b3p
Command line tools for creating models of composite wind turbine blades
composites 3d-models draping mesh-generation wind-energy wind-turbine-blades calculix-crunchix
Language:Python 27
abbey2017 / wind-energy-analytics
Physics-guided data-driven solutions for the wind energy industry
artificial-intelligence machine-learning wind-energy wind-energy-analytics wind-turbine
Language:Python 24
predicting_the_wind
flrs / predicting_the_wind
Data Science in Wind Resource Assessment Tutorial at PyData San Diego, March 2020
data-science jupyter-notebook wind-energy wind-energy-analytics presentation renewables gis binder-ready wind-resource-assessment wind-estimate tutorial wind binder
Language:Jupyter Notebook 24
WISDEM / WOMBAT
Windfarm Operations & Maintenance cost-Benefit Analysis Tool
simulation wind-energy python3 simpy operations-maintenance
Language:Python 24
BenjaminWatts / kilowatts-grid
Open source live power market data for Great Britain
electricity elexon elexon-bmrs-api live national-grid react react-native renewable-energy wind-energy
Language:TypeScript 15
IEC-61400-15 / eya_def
A digital format for exchange of wind energy yield assessment reporting information as defined by IEC 61400-15-2
digitalisation json-schema reporting energy-yield-assessment data-exchange json wind-energy wind-energy-analytics
Language:Python 13
jules-ch / wind-stats
☴ Statistics for your wind power projects
library wind-energy statistics wind renewables python windturbine
Language:Python 13
NREL / WAVES
Offshore Wind Farm Lifecycle Estimation
discrete-event-simulation lcoe offshore-wind python simulation wind-energy wind-energy-analytics
Language:Python 12
aenarete / KiteControllers.jl
Controllers for airborne wind energy systems
airborne airborne-wind-energy control kite wind wind-energy
Language:Julia 10
octue / octue-sdk-python
The python SDK for @Octue services and digital twins.
digital-twin digital-twin-application digital-twin-web digital-twins python python3 renewable-energy renewables sdk sdk-python wind-energy wind-energy-analytics data data-service data-service-development-kit data-services microservice microservices
Language:Python 10
sintel-dev / Zephyr
https://dtail.gitbook.io/zephyr/
automl machine-learning wind-energy
Language:Python 10
SWE-UniStuttgart / ViConDAR
Modular framework allowing to scan a numerical wind field with a virtual lidar and create constrained turbulent wind fields for wind turbine simulations
simulations turbulence wind-energy wind-lidars
Language:MATLAB 7
awegroup / AWERA
Airborne Wind Energy Resource Analysis tool (AWERA) is meant to provide wind resource classification/representation and power harvesting estimation for AWES. It builds on wind profile clustering techniques used by Mark Schelbergen (TU Delft).
airborne-wind-energy wind-energy wind-resources
Language:Python 6
Institute-for-Future-Intelligence / aladdin
A Design Platform Powered by AI
design ai artificial-intelligence building-physics computer-aided-design engineering renewable-energy solar-energy net-zero-building wind-energy
Language:TypeScript 6
nicoleorzan / kite-power
Wind Energy Harvesting with Reinforcement Learning :airplane:
reinforcement-learning kite wind-energy wind-energy-harvesting airborne ariborne-wind-energy machine-learning
Language:Jupyter Notebook 6
cemoze / probabilistic-wind-power-forecasting
Probabilistic Wind Power Forecasting with R
r wind forecast probability probabilistic-forecasting wind-energy wind-power-forecasting wind-power
Language:R 4
H-Kugler / forecasting-wind-power
Final Project for the Seminar "ML in Renewable Energy Systems".
forecasting time-series wind-energy
Language:Jupyter Notebook 4
IEAWindTask52 / LidarDataSamples
Links to lidar data samples with known provenance
samples wind wind-energy wind-lidar
4
NotDrJeff / sowfatools
Python and Paraview postprocessing tools for use with NREL's SOWFA
atmospheric-boundary-layer cfd large-eddy-simulation nrel openfoam paraview postprocessing python sowfa turbulence wind-energy wind-turbine
Language:Python 4
NREL / SitingLab
This repository contains a collection of user-friendly tutorials and guides for working with the Siting Lab data within the context of the reV model. The python code examples demonstrate the creation and transformation of Siting Lab data into reV compliant format as well as working with the reV model inputs and outputs.
capacity energy-analysis generation geothermal-energy renewable-energy siting solar-energy wind-energy cost-of-energy cost-of-transmission siting-lab supply-curve utility-scale
Language:Jupyter Notebook 4
nrgpy / nrg-parser
Python IEA task 43 parsers for NRG SymphoniePRO loggers
wind wind-energy wind-energy-analytics iea-wind-task-43
Language:Python 4
OpenWECD / HawtC.Public
A Open-Source Horizontal axis-Aero-Wave-Turbulence Coupling(HawtC) Tool for dynamic simulation of floating offshore wind turbine(FOWT).And supports the dynamic coupling simulation of the tuned mass damper and tuned mass inertia damper for wind turbine blades and towers
kane multibody-simulation nonlinear-dynamics wind aeroelasticity horizontal-axis-wind-turbine wind-energy wind-farm wind-power wind-turbine nonlinear-beam tmd tuned-mass-damper tmdi tuned-mass-damper-inertia corotational-beam fowt
Language:C# 4
SWE-UniStuttgart / evoTurb
4D wind field generator
turbulence simulations wind-lidars wind-energy
Language:MATLAB 4