Electric Vehicle Charging Management for Avoiding Transformer Congestion Using Policy-based Reinforcement Learning.
Yuzhuo FuDennis Salvador VersenMaik PlenzMarcus StiemerDetlef SchulzPublished in: ISGT EUROPE (2023)
Keyphrases
- reinforcement learning
- electric vehicle charging
- optimal policy
- policy search
- management policies
- markov decision process
- action selection
- renewable energy
- management system
- reward function
- action space
- function approximation
- state space
- fuzzy logic
- control policy
- policy gradient
- reinforcement learning algorithms
- markov decision processes
- multistage
- infinite horizon
- optimal control
- machine learning
- power system
- intelligent systems
- function approximators
- decision makers
- dynamic programming
- long term
- support vector
- multi agent
- decision making