Green Data Center Cooling Control via Physics-guided Safe Reinforcement Learning.
Ruihang WangZhiwei CaoXin ZhouYonggang WenRui TanPublished in: ACM Trans. Cyber Phys. Syst. (2024)
Keyphrases
- data center
- reinforcement learning
- electrical energy
- control problems
- cloud computing
- cost effective
- optimal control
- control system
- energy consumption
- robot control
- power consumption
- computer science
- energy efficiency
- action selection
- simulated annealing
- function approximation
- data management
- mission critical
- power management
- disaster recovery
- carbon dioxide
- control strategy
- markov decision processes
- optimal policy
- traffic signal
- business continuity
- database