Reinforcement Learning-based Fast Charging Control Strategy for Li-ion Batteries.
Saehong ParkAndrea PozziMichael WhitmeyerHector Eduardo PerezWon Tae JoeDavide Martino RaimondoScott J. MouraPublished in: CCTA (2020)
Keyphrases
- control strategy
- reinforcement learning
- electric vehicles
- optimal control
- control strategies
- control system
- control algorithm
- control method
- mathematical model
- operating conditions
- control scheme
- intelligent control
- function approximation
- fuzzy controller
- speed control
- fuzzy logic control
- control law
- predictive control
- variable structure
- matlab simulink
- pi controller
- feedback control
- controller design
- sliding mode control
- force control
- sliding mode
- learning algorithm
- multi agent
- control loop
- adaptive control
- energy consumption
- genetic algorithm
- transient response
- pi control