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

A critical issue in intelligent building control is detecting energy consumption anomalies based on intelligent device status data. The building field is plagued by energy consumption anomalies caused by a number of factors, many of which are associated with one another in apparent temporal relation...

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Detalles Bibliográficos
Autores principales: Zhang, Zhe, Chen, Yuhao, Wang, Huixue, Fu, Qiming, Chen, Jianping, Lu, You
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10249861/
https://www.ncbi.nlm.nih.gov/pubmed/37289704
http://dx.doi.org/10.1371/journal.pone.0286770

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10249861/
https://www.ncbi.nlm.nih.gov/pubmed/37289704
http://dx.doi.org/10.1371/journal.pone.0286770

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