Utilizing the Kolmogorov-Arnold Networks for chiller energy consumption prediction in commercial building

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Utilizing the Kolmogorov-Arnold Networks for chiller energy consumption prediction in commercial building

Accurate prediction of chiller energy consumption is essential for optimizing energy usage and reducing operational costs in commercial buildings. Traditional predictive methods often struggle to capture the complex, nonlinear relationships inherent in energy consumption data. This study proposes th...

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Bibliographic Details
Main Authors:	Mohd Herwan, Sulaiman, Zuriani, Mustaffa, Muhammad Salihin, Saealal, Mohd Mawardi, Saari, Abu Zaharin, Ahmad
Format:	Article
Language:	English English
Published:	Elsevier Ltd 2024
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/42921/ http://umpir.ump.edu.my/id/eprint/42921/1/Utilizing%20the%20Kolmogorov-Arnold%20Networks_ABST.pdf http://umpir.ump.edu.my/id/eprint/42921/2/Utilizing%20the%20Kolmogorov-Arnold%20Networks.pdf

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