Explicit Reinforcement Learning Safety Layer for Computationally Efficient Inverter-Based Voltage Regulation.
Xingyu ZhaoQianwen XuPublished in: ACC (2023)
Keyphrases
- computationally efficient
- reinforcement learning
- upper layer
- pulse width modulation
- function approximation
- silicon dioxide
- single phase
- multi layer
- power system
- state space
- learning algorithm
- computational complexity
- reactive power
- operating conditions
- low voltage
- input output
- machine learning
- function approximators
- reinforcement learning algorithms
- model free
- control algorithm
- optimal control
- transmission line
- action space
- application layer
- neural network
- normal operation
- optimal policy
- transfer learning