As for a complex consists of shopping centre and office tower in Kowloon, Hong Kong. With large volume of footfall data, the electricity consumption contributed by cooling system plays a large proportion, especially in summer. Therefore, Arup is appointed to help optimize chiller plant optimization through building Machine Learning models based on historical data, then make prediction and suggest for better operation strategy.


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