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pce-4-windenergy

Polynomial chaos expansions for wind energy

pgml

This repository contains codes related to our work on physics-guided machine learning.

psu-openfoam-course-notes

Lecture notes on OpenFOAM by Dr. Xiaofeng Liu at Penn State University

pykriging

Welcome to the User Friendly Python Kriging Toolbox!

pyoptsparse

pyOptSparse is an object-oriented framework for formulating and solving nonlinear constrained optimization problems in an efficient, reusable, and portable manner.

pysbo

Python platform for parallel Surrogate-Based Optimization

pysowfa

Post procesing utility for NREL SOWFA and OpenFAST

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

rl-based-windfarmcontrol

This repo is the code implementation of the paper titled "Reinforcement Learning-based Control of Wind Farm Composed of Hydrostatic Wind Turbines"

sowfa

sowfa_postprocessing

Python and Matlab scripts for the postprocessing of SOWFA data

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

turbine-models

Documentation for the turbine models in this repository is available below.

tutorialgp

Tutorial on Gaussian Processes

weis

Wind Energy with Integrated Servo-controls Toolset

wf_apc

Closed-loop wind farm controller (active power tracking / thrust balancing / load-limiting) object for SOWFA simulations

zeromqserverfloris

A MATLAB-based implementation of the zeroMQ closed-loop wind farm controller for SOWFA relying on the FLORISSE_M model