Anomaly detection method for building energy consumption in multivariate time series based on graph attention mechanism

Zhe Zhang; Yuhao Chen; Huixue Wang; Qiming Fu; Jianping Chen; You Lu

doi:10.1371/journal.pone.0286770

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Open Access

Peer-reviewed

Research Article

Anomaly detection method for building energy consumption in multivariate time series based on graph attention mechanism

Zhe Zhang,

Roles Conceptualization, Writing – original draft, Writing – review & editing

Current address: Shihu Campus, Suzhou University of Science and Technology, Huqiu District, Suzhou City, Jiangsu Province, China

Affiliation School of Electronics and Information Engineering, Suzhou University of Science and Technology, Suzhou, China

https://orcid.org/0000-0003-1364-6006

⨯
Yuhao Chen,

Roles Formal analysis, Project administration

Current address: Shihu Campus, Suzhou University of Science and Technology, Huqiu District, Suzhou City, Jiangsu Province, China

Affiliation School of Electronics and Information Engineering, Suzhou University of Science and Technology, Suzhou, China
⨯
Huixue Wang,

Roles Formal analysis, Project administration

Current address: Shihu Campus, Suzhou University of Science and Technology, Huqiu District, Suzhou City, Jiangsu Province, China

Affiliation School of Electronics and Information Engineering, Suzhou University of Science and Technology, Suzhou, China
⨯
Qiming Fu,

Roles Conceptualization, Supervision

Current address: Shihu Campus, Suzhou University of Science and Technology, Huqiu District, Suzhou City, Jiangsu Province, China

Affiliation School of Electronics and Information Engineering, Suzhou University of Science and Technology, Suzhou, China

https://orcid.org/0000-0001-9757-4323

⨯
Jianping Chen,

Roles Conceptualization, Supervision

Current address: Shihu Campus, Suzhou University of Science and Technology, Huqiu District, Suzhou City, Jiangsu Province, China

Affiliation School of Electronics and Information Engineering, Suzhou University of Science and Technology, Suzhou, China
⨯
You Lu

Roles Conceptualization, Formal analysis, Funding acquisition, Supervision, Validation, Writing – original draft, Writing – review & editing

* E-mail: luyou@usts.edu.cn

Current address: Shihu Campus, Suzhou University of Science and Technology, Huqiu District, Suzhou City, Jiangsu Province, China

Affiliation School of Electronics and Information Engineering, Suzhou University of Science and Technology, Suzhou, China

https://orcid.org/0000-0002-0930-2764

⨯

Anomaly detection method for building energy consumption in multivariate time series based on graph attention mechanism

Zhe Zhang,
Yuhao Chen,
Huixue Wang,
Qiming Fu,
Jianping Chen,
You Lu

Published: June 8, 2023
https://doi.org/10.1371/journal.pone.0286770

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