Variable speed wind turbine controller adaptation by reinforcement learning.
Borja Fernández-GaunaUnai Fernandez-GamizManuel GrañaPublished in: Integr. Comput. Aided Eng. (2017)
Keyphrases
- wind turbine
- reinforcement learning
- wind speed
- wind power
- wind farm
- power generation
- optimal control
- wind energy
- real time
- adaptation process
- function approximation
- control system
- power plant
- fault diagnosis
- learning algorithm
- control policy
- model free
- control algorithm
- closed loop
- reinforcement learning algorithms
- short term
- adaptive control
- long term
- actor critic
- neural network
- electrical power
- state space
- control strategy
- artificial intelligence
- markov decision processes
- optimal policy