Hybrid prediction model for cold load in large public buildings based on mean residual feedback and improved SVR

•TGRF is proposed for mean residual feedback to improve the model accuracy.•SSA is improved using three strategies to enhance the algorithm performance.•The performance advantages of TGRF-ISSA-SVR were tested with practical examples. In order to control the energy efficiency of air conditioning syst...

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Bibliographic Details

Published in:	Energy and buildings Vol. 294; p. 113229
Main Authors:	Liu, Haiyan, Yu, Junqi, Dai, Junwei, Zhao, Anjun, Wang, Meng, Zhou, Meng
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.09.2023
Subjects:	Building cooling loads Improved sparrow search algorithm Residual feedback Short-term forecasting Support vector machines Support vector machines Building cooling loads Short-term forecasting Improved sparrow search algorithm Residual feedback
ISSN:	0378-7788
Online Access:	Get full text
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