Optimal Management of the Peak Power Penalty for Smart Grids Using MPC-based Reinforcement Learning.
Wenqi CaiHossein Nejatbakhsh EsfahaniArash Bahari KordabadSébastien GrosPublished in: CDC (2021)
Keyphrases
- reinforcement learning
- optimal control
- dynamic programming
- decision making
- management system
- learning algorithm
- information systems
- neural network
- dynamic model
- markov decision processes
- control system
- optimal solution
- multi agent
- machine learning
- approximate dynamic programming
- feedback control
- function approximation
- power reduction
- closed loop
- power consumption
- decision support
- data processing
- knowledge management
- supervised learning
- state space