Main repository for the NREL-supported OpenFAST whole-turbine and FAST.Farm wind farm simulation codes.
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Updated
Nov 16, 2024 - Fortran
Main repository for the NREL-supported OpenFAST whole-turbine and FAST.Farm wind farm simulation codes.
Solver for wind farm simulations targeting exascale computational platforms
Actuator line modeling extension library for OpenFOAM.
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.
SCADA data pre-processing library for prognostics, health management and fault detection of wind turbines. Successor to https://github.com/lkev/wt-fdd
list of papers, code, and other resources
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.
Wind Turbine Object Detection from Aerial Imagery Using TensorFlow Object Detection API and Google Colab
Solar Optimal mining of XMR
Command line tools for creating models of composite wind turbine blades
Data Science in Wind Resource Assessment Tutorial at PyData San Diego, March 2020
Physics-guided data-driven solutions for the wind energy industry
Windfarm Operations & Maintenance cost-Benefit Analysis Tool
Energinets Model Testbench. Automate gridcompliance studies in PSCAD and Powerfactory.
Open source live power market data for Great Britain
☴ Statistics for your wind power projects
Offshore Wind Farm Lifecycle Estimation
The python SDK for @octue services and digital twins.
Controllers for airborne wind energy systems
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