An Improved Two-Stage Deep Reinforcement Learning Approach for Regulation Service Disaggregation in a Virtual Power Plant.
Zhongkai YiYinliang XuXue WangWei GuHongbin SunQiuwei WuChenyu WuPublished in: IEEE Trans. Smart Grid (2022)
Keyphrases
- power plant
- reinforcement learning
- electric power
- fault diagnosis
- soft computing
- coal fired
- predictive control
- virtual environment
- decision support system
- incipient fault
- soft sensor
- service providers
- web services
- management system
- model free
- historical data
- function approximation
- wind power
- augmented reality
- virtual world
- state space
- wind speed
- power generation
- neural network
- virtual reality
- fault detection
- fuzzy association rule mining
- normal operation
- markov decision processes
- real option
- genetic programming
- decision makers
- expert systems
- pattern recognition
- decision making