Environment data processing for a data centre

In recent years, data centers have accounted to 1% of the total global electricity demand. To reduce the energy consumption of data centres, different factors have been taken into account and it was found out that cooling infrastructure is the main contributor to the energy consumption of the data c...

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Bibliographic Details
Main Author: Tan, Davin Min Hao
Other Authors: Tan Rui
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/137960
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Institution: Nanyang Technological University
Language: English
Description
Summary:In recent years, data centers have accounted to 1% of the total global electricity demand. To reduce the energy consumption of data centres, different factors have been taken into account and it was found out that cooling infrastructure is the main contributor to the energy consumption of the data centre. With that, different analysis has been conducted to identify components that are closely related to the cooling of server racks in a data centre. After identifying the components, a neural network LSTM model is created to forecast the cooling efficiency of the server racks using past records.