Reinforcement learning for green and reliable data center

Abstract

It is of significant social and economical impact to achieve green and reliable operation of data center.The optimization and control methods for green and reliable data center were reviewed briefly.An event-based reinforcement learning approach for improving the energy efficiency was developed.And a method to improve the accuracy of battery lifetime forecasting was developed.

Keywords

• data center;cyber physical energy system;reinforcement learning;event-based optimization