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...

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Hlavní autoři:	Limin Wang, Jiangtao Dai, Jumin Zhao, Wei Gao, Dengao Li
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2025-12-01
Edice:	Energies
Témata:	HVAC system energy consumption prediction temporal convolutional network (TCN) bidirectional gated recurrent unit (BiGRU) attention mechanism ASHRAE dataset
On-line přístup:	https://www.mdpi.com/1996-1073/18/24/6603
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