Transferring Reinforcement Learning for DC-DC Buck Converter Control via Duty Ratio Mapping: From Simulation to Implementation.
Chenggang CuiTianxiao YangYuxuan DaiChuanlin ZhangPublished in: CoRR (2021)
Keyphrases
- output voltage
- matlab simulink
- power electronics
- control method
- control system
- pulse width modulation
- mathematical model
- control algorithm
- control strategy
- reinforcement learning
- neural network controller
- dc dc converter
- simulation model
- pwm rectifier
- electronic circuits
- single phase
- fuzzy logic controller
- transfer function
- active power filter
- dynamic response
- operating conditions
- optimal control
- control scheme
- pi controller
- dynamic characteristics
- control problems
- adaptive control
- fuzzy controller
- transfer learning
- control strategies
- numerical simulations
- machine learning
- pid control
- function approximation
- dc motor
- closed loop
- fuzzy control
- fuzzy logic
- state space
- reinforcement learning algorithms