Deep Reinforcement Learning Enabled Physical-Model-Free Two-Timescale Voltage Control Method for Active Distribution Systems.
Di CaoJunbo ZhaoWeihao HuNanpeng YuFei DingQi HuangZhe ChenPublished in: IEEE Trans. Smart Grid (2022)
Keyphrases
- model free
- distribution systems
- control method
- power system
- reinforcement learning
- active power filter
- reinforcement learning algorithms
- control algorithm
- adaptive control
- function approximation
- smart grid
- temporal difference
- control strategy
- single phase
- control system
- power quality
- transmission line
- pid controller
- policy iteration
- state space
- output voltage
- rl algorithms
- emergency response
- matlab simulink
- multi agent
- policy evaluation
- optimal policy
- distribution network
- computational intelligence
- fuzzy controller
- manufacturing systems
- markov decision processes
- learning algorithm
- function approximators
- transfer learning