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Prediction of campus office occupancy and AC behavior based on Transformer and the collective impact on energy consumption

Yingying Yu Lamei Liu Xing Wang Yang Li Jiajia Gao Guannan Li Tao Li

建筑模拟（英文版）2025，Vol.18Issue(12)：3275-3294,20.

建筑模拟（英文版）2025，Vol.18Issue(12)：3275-3294,20.DOI:10.1007/s12273-025-1356-1

Prediction of campus office occupancy and AC behavior based on Transformer and the collective impact on energy consumption

Yingying Yu ¹Lamei Liu ¹Xing Wang ¹Yang Li ²Jiajia Gao ¹Guannan Li ¹Tao Li¹

作者信息

1. School of Urban Construction,Wuhan University of Science and Technology,Wuhan 430065,China
2. Guizhou Zhongjian Construction Scientific Research Designing Institute Co.,Ltd,Guiyang,Guizhou 550006,China
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摘要

关键词

air-conditioning on/off behavior/control strategy/multi-sensor fusion/occupancy/Transformer

Key words

air-conditioning on/off behavior/control strategy/multi-sensor fusion/occupancy/Transformer

引用本文复制引用

Yingying Yu,Lamei Liu,Xing Wang,Yang Li,Jiajia Gao,Guannan Li,Tao Li..Prediction of campus office occupancy and AC behavior based on Transformer and the collective impact on energy consumption[J].建筑模拟（英文版）,2025,18(12):3275-3294,20.

基金项目

We wish to thank the Science and Technology Project of Guizhou Province(Integrated Support of Guizhou[2023]General 393). （Integrated Support of Guizhou[2023]General 393）

建筑模拟（英文版）

ISSN：1996-3599

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