期刊
TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL
卷 40, 期 6, 页码 1911-1926出版社
SAGE PUBLICATIONS LTD
DOI: 10.1177/0142331217694684
关键词
Filter algorithms; parameter estimation; state space models; data centres; temperature control
资金
- EU Commission under the FP7 GENiC project [608826]
Research results are presented regarding the online derivation of temperature state space models for air cooled data centre rooms. Using exclusively real time temperature measurements from indoor sensors, filter algorithms are programmed for the numerical computation of the parameters of discrete time varying state space models. These control oriented models are adaptive and can predict the temperature distribution across data centre rooms where air-conditioning units are used to compensate heat loads generated by the computing equipment. The research has been conducted for the European Union project GENiC and the adopted approach has been tested and validated on a real data centre facility.
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