nangaofei

nangaofei's Stars

• dnv-opensource/WindFarmer-automation

  Language:C#32

• nrgpy/nrgpy

  Python tools for NRG data files

  Language:Python2715

• NREL/floris

  A controls-oriented engineering wake model.

  Language:Python238172

• IEAWind-Task19/T19IceLossMethod

  Method for estimating icing losses from wind turbine SCADA data

  Language:Python215

• ebranlard/wtDigiTwin

  A wind turbine digital twin based on YAMS

  Language:Python274

• lbborkowski/wind-turbine-detector

  Wind Turbine Object Detection from Aerial Imagery Using TensorFlow Object Detection API and Google Colab

  Language:Jupyter Notebook3910

• DotxControlSolutions/dotx-wind-turbine-controller

  Dotx Wind Turbine Controller (DWTC)

  Language:C199

• sltzgs/OpenWindSCADA

  list of open data wind turbine data sets

  Language:Jupyter Notebook12723

• mathworks/climatedatastore

  Climate Data Store Toolbox for MATLAB

  Language:MATLAB4010

• mathworks/Simscape-Wind-Turbine

  Wind turbine model including blades, nacelle, pitch and yaw actuation, generator and control system.

  Language:MATLAB7224

• seeingtheory/Seeing-Theory

  A visual introduction to probability and statistics.

  Language:HTML1.9k308

• CrQiu/Lyapunov-optimization

  Codes for Lyapunov optimization.

  Language:Python9324

• brightwind-dev/brightwind

  Python library containing wind analysis functions

  Language:Python5520

• nscalo/wind-data-project

  Wind data project that measures wind speed and direction

  Language:Python1

• abbey2017/wind-energy-analytics

  Physics-guided data-driven solutions for the wind energy industry

  Language:Python2310

• python-windrose/windrose

  A Python Matplotlib, Numpy library to manage wind data, draw windrose (also known as a polar rose plot), draw probability density function and fit Weibull distribution

  Language:Python340131

• EmuKit/emukit

  A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.

  Language:Python618130

• c-bata/outlier-utils

  Utility library for detecting and removing outliers from normally distributed datasets using the Smirnov-Grubbs test.

  Language:Python5618

• hyperopt/hyperopt-sklearn

  Hyper-parameter optimization for sklearn

  Language:Python1.6k275

• optuna/optuna

  A hyperparameter optimization framework

  Language:Python11.6k1.1k

• bayesian-optimization/BayesianOptimization

  A Python implementation of global optimization with gaussian processes.

  Language:Python8.1k1.6k

• mmaiarocha/Tower

  Dynamic analysis of a slender tower under turbulent wind loading

  Language:Jupyter Notebook135

• pennelise/POWER

  A Python toolbox for operational wind farm data.

  Language:Python113

• lkev/wt-fdd

  Wind Turbine Fault Detection. Newer version @ https://github.com/lkev/wtphm

  Language:Python7125

• gaspardbb/astreos

  Predicting day-ahead wind farms production, using CNR's data - challengedata.ens.fr

  Language:Jupyter Notebook2

• k950087/ML-Algorithm-for-Wind-Farm

  機器學習演算法

  Language:Python1

• jason-hu7/Wind-Farm-Prediction

  Project for energy262

  Language:Jupyter Notebook2

• benx507/Wind-Farm_Neural_Network

  Implements Multi-Layer Perceptron to Predict Electrical Wind Output

  Language:Python1

• ishansaraswat/WindFarmPredictions

  Data analysis and Power Output prediction for a wind farm

  Language:Jupyter Notebook9

• jmehault/powerProductWindTurbine

  Prediction of wind farm power production

  Language:Python21