Power Regulation and Load Mitigation of Floating Wind Turbines via Reinforcement Learning.
Jingjie XieHongyang DongXiaowei ZhaoPublished in: IEEE Trans Autom. Sci. Eng. (2024)
Keyphrases
- wind turbine
- reinforcement learning
- electrical power
- reactive power
- wind speed
- wind power
- power generation
- wind farm
- function approximation
- wind energy
- active power
- load forecasting
- markov decision processes
- short term
- fault diagnosis
- model free
- reinforcement learning algorithms
- reactive power compensation
- load balancing
- total energy
- optimal policy
- renewable energy
- multi agent
- electricity markets
- risk management
- power system
- state space
- knowledge base
- learning algorithm