Environment data processing for a data centre

• Main Author: Tan, Davin Min Hao
• Other Authors: Tan Rui
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/137960
• Institution: Nanyang Technological University

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.