Research on HVAC Energy Consumption Prediction Based on TCN-BiGRU-Attention

HVAC (Heating, Ventilation and Air Conditioning) system in buildings is a major component of energy consumption, and realizing high-precision energy consumption prediction is of great significance for intelligent building management. Aiming at the problems of insufficient modeling ability of nonline...

Descrición completa

Detalles Bibliográficos

Principais autores:	Limin Wang, Jiangtao Dai, Jumin Zhao, Wei Gao, Dengao Li
Formato:	Artigo
Idioma:	Inglês
Publicado:	MDPI AG 2025-12-01
Series:	Energies
Assuntos:	HVAC system energy consumption prediction temporal convolutional network (TCN) bidirectional gated recurrent unit (BiGRU) attention mechanism ASHRAE dataset
Acceso en liña:	https://www.mdpi.com/1996-1073/18/24/6603
Tags:	Engadir etiqueta Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!