Optimal Control of Renewable Energy Communities subject to Network Peak Fees with Model Predictive Control and Reinforcement Learning Algorithms.
Samy AittaharAdrien BollandGuillaume DervalDamien ErnstPublished in: CoRR (2024)
Keyphrases
- optimal control
- reinforcement learning algorithms
- reinforcement learning
- renewable energy
- model predictive control
- dynamic programming
- control problems
- model free
- policy gradient
- state space
- function approximation
- control strategy
- infinite horizon
- markov decision processes
- electric vehicles
- control system
- predictive control
- temporal difference
- learning algorithm
- network structure
- machine learning
- power consumption
- reward function
- linear programming
- mobile robot
- policy iteration
- genetic algorithm