Small Sample Building Energy Consumption Prediction Using Contrastive Transformer Networks

Predicting energy consumption in large exposition centers presents a significant challenge, primarily due to the limited datasets and fluctuating electricity usage patterns. This study introduces a cutting-edge algorithm, the contrastive transformer network (CTN), to address these issues. By leverag...

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Bibliographic Details
Main Authors: Wenxian Ji, Zeyu Cao, Xiaorun Li
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/23/22/9270