Pinned Repositories
RL-yaw-control-algorithm-for-wind-turbines
repository for the research paper
17-TC377-
外设包括MT9V034,ICM20602,基于IR2104的双路BDC驱动，四运放低端电机电流检测,板载双18650插座并含有硬件电池保护电路。(PCB孔位适用于C车模)
2021-code-A-Velocity-quasiLPV-MPC-Algorithm-for-Wind-Turbine-Control
Code for paper "A-Velocity-quasiLPV-MPC-Algorithm-for-Wind-Turbine-Control"
AuE893_Robust_Predictive_Control
This repository contains classwork and practice examples based on Model Predictive Control. Robust and Stochastic control methods applied to and studied for linear/non-linear plants.
Control-and-AI-Algorithms
Implementations of Control (PID, LQ, MPC, ...) and AI (fuzzy logic, Q-learner, SARSA, ...) algorithms
FAST
An aeroelastic computer-aided engineering (CAE) tool for horizontal axis wind turbines
KoopmanMPC_for_flowcontrol
A data-driven framework for control of nonlinear flows with Koopman Model Predictive Control
matlab-toolbox
Collection of Matlab tools developed for use with OpenFAST
moonieann
Config files for my GitHub profile.
MPC-for-2Level-VSI-Permanent-Magnet-Synchronous-Motor-Wind-Turbine
ee498 Project for Model Predictive Control application for a wind turbine generator. Current Control is carried for the stator side of the machine. dq frame is used for simplicity.
moonieann's Repositories
moonieann/RL-yaw-control-algorithm-for-wind-turbines
repository for the research paper
moonieann/17-TC377-
外设包括MT9V034,ICM20602,基于IR2104的双路BDC驱动，四运放低端电机电流检测,板载双18650插座并含有硬件电池保护电路。(PCB孔位适用于C车模)
moonieann/2021-code-A-Velocity-quasiLPV-MPC-Algorithm-for-Wind-Turbine-Control
Code for paper "A-Velocity-quasiLPV-MPC-Algorithm-for-Wind-Turbine-Control"
moonieann/AuE893_Robust_Predictive_Control
This repository contains classwork and practice examples based on Model Predictive Control. Robust and Stochastic control methods applied to and studied for linear/non-linear plants.
moonieann/FAST
An aeroelastic computer-aided engineering (CAE) tool for horizontal axis wind turbines
moonieann/KoopmanMPC_for_flowcontrol
A data-driven framework for control of nonlinear flows with Koopman Model Predictive Control
moonieann/matlab-toolbox
Collection of Matlab tools developed for use with OpenFAST
moonieann/moonieann
Config files for my GitHub profile.
moonieann/openfast
Main repository for the NREL-supported OpenFAST whole-turbine and FAST.Farm wind farm simulation codes.
moonieann/openfast-turbine-models
A repository of OpenFAST turbine models developed by NREL researchers.
moonieann/OpenMDAO
OpenMDAO repository.
moonieann/Paper-code-implementation
Thesis retrieval
moonieann/ParNMPC
A Parallel Optimization Toolkit for Nonlinear Model Predictive Control (NMPC)
moonieann/python-toolbox
moonieann/r-test
moonieann/RL-PSF
A framework for stabilizing a floating offshore wind turbine using Reinforcement Learning and a Predictive Safety Filter.
moonieann/ROSCO
A Reference Open Source Controller for Wind Turbines
moonieann/ROSCO_toolbox
A repository for generating ROSCO controller input files and more.
moonieann/scikit-opt
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
moonieann/Simscape-Wind-Turbine
Wind turbine model including blades, nacelle, pitch and yaw actuation, generator and control system.
moonieann/smpc_example
Short example of MPC and specifically stochastic MPC (SMPC) with chance constraints for Matlab.
moonieann/SOWFA-6
moonieann/test
test project for learning
moonieann/test2
moonieann/weio
Library to read and write files (in particular files used in the Wind Energy community)
moonieann/welib
Wind energy library, python and matlab tools for wind turbines analyses
moonieann/windpowerlib
The windpowerlib is a library to model the output of wind turbines and farms.
moonieann/windtools
Python tools for wind simulation setup, data processing, and analysis
moonieann/WISDEM
Wind Plant Integrated System Design and Engineering Model
moonieann/ymc
Yaw misalignment calibrator of wind turbine using RNN and Kalman filter