Optimal Control of District Cooling Energy Plant with Reinforcement Learning and MPC.
Zhong GuoAditya ChaudhariAustin R. CoffmanPrabir BarooahPublished in: CoRR (2023)
Keyphrases
- optimal control
- reinforcement learning
- feedback control
- control problems
- dynamic programming
- linear quadratic
- energy consumption
- electrical energy
- class of nonlinear systems
- risk sensitive
- actor critic
- infinite horizon
- control system
- brownian motion
- lyapunov function
- control strategy
- optimal control problems
- function approximation
- control law
- temporal difference
- rl algorithms
- state space
- power plant
- model free
- lot sizing
- markov decision processes
- optimal policy