Journal article
A Data-driven, Multi-setpoint Model Predictive Thermal Control System for Data Centers
Abstract
This paper presents a system for jointly managing cooling units and workload assignment in modular data centers. The system aims to minimize power consumption while respecting temperature constraints, all in a thermally heterogeneous environment. Unlike traditional cooling controllers, which may over/under cool certain areas in the data center due to the use of a single setpoint, our framework does not have a single setpoint to satisfy. …
Authors
Mirhoseininejad S; Badawy G; Down DG
Journal
Journal of Network and Systems Management, Vol. 29, No. 1,
Publisher
Springer Nature
Publication Date
January 2021
DOI
10.1007/s10922-020-09574-5
ISSN
1064-7570