Main repository for the NREL-supported OpenFAST whole-turbine and FAST.Farm wind farm simulation codes.
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Apr 18, 2025 - Fortran
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wind-energy
Here are 79 public repositories matching this topic...
list of open wind turbine data sets
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Apr 17, 2025 - Jupyter Notebook
Solver for wind farm simulations targeting exascale computational platforms
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Apr 16, 2025 - C
Actuator line modeling extension library for OpenFOAM.
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Feb 13, 2025 - C++
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.
machine-learning deep-learning tensorflow generative-adversarial-network climate-data climate-change solar-energy renewable-energy wind-energy
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Apr 21, 2025 - Python
SCADA data pre-processing library for prognostics, health management and fault detection of wind turbines. Successor to https://github.com/lkev/wt-fdd
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Jan 7, 2021 - Python
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.
data-science machine-learning deep-neural-networks deep-learning recurrent-neural-networks lstm time-series-analysis wind-energy long-short-term-memory rolling-forecast
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Jul 5, 2020 - Jupyter Notebook
list of papers, code, and other resources
wind-speed energy-data solar-energy renewable-energy wind-energy clean-energy time-series-prediction time-series-forecasting building-energy solar-forecasting wind-energy-analytics energy-prediction wind-forecasting building-energy-forecasting
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Sep 16, 2021
Wind Turbine Object Detection from Aerial Imagery Using TensorFlow Object Detection API and Google Colab
python machine-learning tensorflow remote-sensing aerial-imagery tensorflow-tutorials convolutional-neural-networks object-detection satellite-imagery wind-turbine wind-energy tensorflow-object-detection-api google-colab tensorflow-object-detection
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Jul 26, 2020 - Jupyter Notebook
Energinets Model Testbench. Automate gridcompliance studies in PSCAD and Powerfactory.
generator power-electronics solar-energy renewable-energy wind-energy dcc powergrid ptx powerfactory powersystems high-voltage rfg hvdc pscad powersystem-simulation gridcompliance green-transition power2x
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Apr 1, 2025 - Python
Solar Optimal mining of XMR
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Aug 1, 2023 - HTML
Command line tools for creating models of composite wind turbine blades
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Apr 14, 2025 - Python
Physics-guided data-driven solutions for the wind energy industry
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Apr 19, 2025 - Python
Data Science in Wind Resource Assessment Tutorial at PyData San Diego, March 2020
data-science tutorial binder presentation jupyter-notebook gis wind wind-energy renewables binder-ready wind-energy-analytics wind-resource-assessment wind-estimate
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Sep 14, 2021 - Jupyter Notebook
Windfarm Operations & Maintenance cost-Benefit Analysis Tool
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Apr 7, 2025 - Python
Open source live power market data for Great Britain
react react-native live electricity renewable-energy wind-energy national-grid elexon elexon-bmrs-api
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Sep 26, 2024 - TypeScript
☴ Statistics for your wind power projects
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Feb 21, 2023 - Python
Offshore Wind Farm Lifecycle Estimation
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Apr 8, 2025 - Python
The python SDK for @octue services and digital twins.
python data microservices sdk microservice python3 data-service renewable-energy data-services wind-energy sdk-python renewables digital-twin wind-energy-analytics digital-twins digital-twin-web data-service-development-kit digital-twin-application
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Mar 27, 2025 - Python
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