Optimal Management of the Peak Power Penalty for Smart Grids Using MPC-based Reinforcement Learning.
Wenqi CaiHossein Nejatbakhsh EsfahaniArash Bahari KordabadSébastien GrosPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- optimal control
- dynamic programming
- management system
- information systems
- power consumption
- power grid
- multi agent
- optimal solution
- decision support
- state space
- data management
- information management
- supervised learning
- continuous state spaces
- control policy
- function approximation
- data processing
- data sets
- objective function
- genetic algorithm