Adaptive control of wind turbine generator system based on RBF-PID neural network.
Zhanshan WangZhengwei ShenChao CaiKaili JiaPublished in: IJCNN (2014)
Keyphrases
- adaptive control
- neural network
- control method
- wind turbine
- radial basis function
- wind speed
- fault diagnosis
- fed induction generator
- nonlinear systems
- control algorithm
- artificial neural networks
- pid control
- control law
- rbf neural network
- feedback control
- pid controller
- control system
- control strategy
- temperature control
- wind power
- rbf network
- dynamic environments
- wind farm
- hidden layer
- multilayer perceptron
- fuzzy logic
- multi layer perceptron
- variable structure
- back propagation
- activation function
- fuzzy control
- neural network model
- genetic algorithm
- fuzzy systems
- chaotic systems
- support vector machine svm
- fuzzy controller
- prediction model
- long term
- reinforcement learning
- decision making
- machine learning