Multi-Sensor-Based Occupancy Prediction in a Multi-Zone Office Building with Transformer

Buildings are responsible for approximately 40% of the world’s energy consumption and 36% of the total carbon dioxide emissions. Building occupancy is essential, enabling occupant-centric control for zero emissions and decarbonization. Although existing machine learning and deep learning methods for...

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Bibliographic Details
Main Authors: Irfan Qaisar, Kailai Sun, Qianchuan Zhao, Tian Xing, Hu Yan
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Buildings
Subjects:
Online Access:https://www.mdpi.com/2075-5309/13/8/2002