Simonazzi, Emanuele (2018) Identifying and controlling temperatures by airflow in data center's room: a data driven methodology for the management of CRAC units. [Magistrali biennali]
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This thesis focuses on the problem of energy consumption of the data center's cooling system. Three steps have been done to improve the energy percformance: study of the system with flow mixing detection, linear models design of the data center room temperature, implementation of two different controllers. The first, a Model Predictive Control designed on the models already developed. The second one a model free PID controller which has been used to evaluate the MPC performance.
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