Limited Data Availability in Building Energy Consumption Prediction: A Low-Rank Transfer Learning with Attention-Enhanced Temporal Convolution Network

Building energy consumption prediction (BECP) is the essential foundation for attaining energy efficiency in buildings, contributing significantly to tackling global energy challenges and facilitating energy sustainability. However, while data-driven methods have emerged as a crucial method to solvi...

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Bibliographic Details

Published in:	Information
Main Authors:	Bo Wang, Qiming Fu, You Lu, Ke Liu
Format:	Article
Language:	English
Published:	MDPI AG 2025-07-01
Subjects:	building energy consumption prediction transfer learning low-rank decomposition TCN
Online Access:	https://www.mdpi.com/2078-2489/16/7/575