wind-energy

There are 5 repositories under wind-energy topic.

OpenFAST / openfast
Main repository for the NREL-supported OpenFAST whole-turbine and FAST.Farm wind farm simulation codes.
wind-turbine wind-energy wind-farm aeroelasticity wind-power wind
Language:Fortran 639
Exawind / nalu-wind
Solver for wind farm simulations targeting exascale computational platforms
low-mach wind-energy les cfd ecp exascale-computing exawind
Language:C 116
turbinesFoam / turbinesFoam
Actuator line modeling extension library for OpenFOAM.
openfoam turbines airfoils blade-element actuator-line wind-energy
Language:C++ 96
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 65
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
Language:Python 57
cuge1995 / awesome-energy-forecasting
list of papers, code, and other resources
energy-data energy-prediction wind-energy wind-speed wind-energy-analytics solar-energy solar-forecasting wind-forecasting time-series-forecasting time-series-prediction building-energy building-energy-forecasting renewable-energy clean-energy
54
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 49
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 36
SolOptXMR
mj-xmr / SolOptXMR
Solar Optimal mining of XMR
mining solar-energy photovoltaics renewable-energy renewables smart-home wind-energy
Language:HTML 30
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
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 21
b3p
wr1 / b3p
Command line tools for creating models of composite wind turbine blades
3d-models calculix-crunchix composites draping mesh-generation wind-energy wind-turbine-blades
Language:Python 19
WISDEM / WOMBAT
Windfarm Operations & Maintenance cost-Benefit Analysis Tool
simulation wind-energy python3 simpy operations-maintenance
Language:Python 18
Energinet-AIG / PP-MTB
Energinets Powerplant and model testbench. Automate gridcompliance studies in PSCAD and Powerfactory.
powerfactory powersystem-simulation powersystems pscad renewable-energy solar-energy wind-energy gridcompliance
Language:Python 12
kilowatts-io / 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 12
jules-ch / wind-stats
☴ Statistics for your wind power projects
library wind-energy statistics wind renewables python windturbine
Language:Python 9
sintel-dev / Zephyr
https://dtail.gitbook.io/zephyr/
automl machine-learning wind-energy
Language:Python 9
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 8
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
NREL / WAVES
Offshore Wind Farm Lifecycle Estimation
discrete-event-simulation lcoe offshore-wind python simulation wind-energy wind-energy-analytics
Language:Python 6
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 6
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 5
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 5
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
Exawind / wind-utils
Repository for various utilities for Nalu wind-specific simulations.
wind-energy les cfd nalu-wind
Language:C++ 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
aerosense-ai / data-gateway
Data influx for Aerosense.
cloud python renewable-energy renewables wind-energy wind-energy-analytics
Language:Python 3
khanfarhan10 / wind_analysis
Wind Energy : A Practical Power Analysis Approach - Open Sourced Code for the Research Paper published in IEEE.
wind-energy wind-turbines wind-speed analysis weibull-distribution ieee-xplore paper conference frequency-distribution
Language:Jupyter Notebook 3
nhamilto / FlowTools
Tools for data analysis of fluid mechanics and wind energy.
python3 fluid-dynamics turbulence wind-energy flow-visualization
Language:JavaScript 3
SaM-92 / Choropleth-map-Ireland
How to create a choropleth map, assigning your data of interest based on geographical distribution.
choropleth-map geopandas geopandas-dataframes irish wind-energy
Language:Python 3
SWE-UniStuttgart / evoTurb
4D wind field generator
turbulence simulations wind-lidars wind-energy
Language:MATLAB 3
a1821216780 / OpenHast
OpenHastV6 是 OpenHastV4的升级版本，大幅提高了风力机仿真的运行速度！增加新的功能,支持了框架结构线性和共旋非线性有限元计算方法，大幅太高了海上风力发电机的建模能力，同时增加了垂直轴风力机的气动建模方法
aerodynamics fem nonlinear-dynamics optimization-algorithms wind wind-energy wind-turbine-simulation wind-turbulence muti-body-dynamic
2
dinlera / PriceDif
Forecasts of the power market prices before the day-ahead market closure time are prone to significant error. I predict whether the day ahead or balancing (standard marginal price price will be higher at a given hour next day. It creates decisive forecasts for reducing the balancing cost.
spot-price day-ahead-market wind-energy balancing-cost deep-learning machine-learning predictive-analytics price-forecasting
2
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 2
honghanhh / nobi_annotation_regime
NOBI annotation regime - ACTER v1.6; RSDO v1.2
acter corruption dutch english french heart-failure term-extraction wind-energy equitation nested-labeling nobi biomechanics chemistry linguistics rsdo5 slovenian veteru
1
IEAWindTask52 / LidarDataSamples
Links to lidar data samples with known provenance
samples wind wind-energy wind-lidar
1

wind-energy

OpenFAST / openfast

Exawind / nalu-wind

turbinesFoam / turbinesFoam

lkev / wtphm

NREL / sup3r

cuge1995 / awesome-energy-forecasting

Sk70249 / Wind-Energy-Analysis-and-Forecast-using-Deep-Learning-LSTM

lbborkowski / wind-turbine-detector

mj-xmr / SolOptXMR

flrs / predicting_the_wind

abbey2017 / wind-energy-analytics

wr1 / b3p

WISDEM / WOMBAT

Energinet-AIG / PP-MTB

kilowatts-io / kilowatts-grid

jules-ch / wind-stats

sintel-dev / Zephyr

octue / octue-sdk-python

nicoleorzan / kite-power

NREL / WAVES

SWE-UniStuttgart / ViConDAR

awegroup / AWERA

Institute-for-Future-Intelligence / aladdin

cemoze / probabilistic-wind-power-forecasting

Exawind / wind-utils

nrgpy / nrg-parser

aerosense-ai / data-gateway

khanfarhan10 / wind_analysis

nhamilto / FlowTools

SaM-92 / Choropleth-map-Ireland

SWE-UniStuttgart / evoTurb

a1821216780 / OpenHast

dinlera / PriceDif

NotDrJeff / sowfatools

honghanhh / nobi_annotation_regime

IEAWindTask52 / LidarDataSamples