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...

Celý popis

Podrobná bibliografie

Vydáno v:	Energy and buildings Ročník 294; s. 113229
Hlavní autoři:	Liu, Haiyan, Yu, Junqi, Dai, Junwei, Zhao, Anjun, Wang, Meng, Zhou, Meng
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier B.V 01.09.2023
Témata:	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
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!