Hot spot temperature prediction and operating parameter estimation of racks in data center using machine learning algorithms based on simulation data

Author:

Chen Xianzhong,Tu Rang,Li Ming,Yang Xu,Jia Kun

Publisher

Springer Science and Business Media LLC

Subject

Energy (miscellaneous),Building and Construction

Reference49 articles.

1. Ahmadi VE, Erden HS (2020). A parametric CFD study of computer room air handling bypass in air-cooled data centers. Applied Thermal Engineering, 166: 114685.

2. Asgari S, MirhoseiniNejad S, Moazamigoodarzi H, et al. (2021a). A gray-box model for real-time transient temperature predictions in data centers. Applied Thermal Engineering, 185: 116319.

3. Asgari S, Moazamigoodarzi H, Tsai PJ, et al. (2021b). Hybrid surrogate model for online temperature and pressure predictions in data centers. Future Generation Computer Systems, 114: 531–547.

4. ASHRAE (2011). ASHRAE Thermal Guidelines for Data Processing Environments—Expanded Data Center Classes and Usage Guidance. Atlanta, GA, USA: American Society of Heating, Refrigerating and Air-Conditioning Engineers.

5. ASHRAE (2015). Thermal Guideline for Liquid Cooled Data Processing Environments. Atlanta, GA, USA: American Society of Heating, Refrigerating and Air-Conditioning Engineers.

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