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Open Access

Peer-reviewed

Research Article

Energy consumption prediction using the GRU-MMattention-LightGBM model with features of Prophet decomposition

Shaokun Liang,

Roles Conceptualization, Data curation

Affiliation School of Statistics and Mathematics, Zhongnan University of Economics and Law, Wuhan, China

https://orcid.org/0000-0002-2152-6779

⨯
Tao Deng,

Roles Data curation, Formal analysis

Affiliation School of Statistics and Mathematics, Zhongnan University of Economics and Law, Wuhan, China
⨯
Anna Huang,

Roles Data curation, Formal analysis, Investigation

Affiliation School of Statistics and Mathematics, Zhongnan University of Economics and Law, Wuhan, China

https://orcid.org/0000-0002-2175-865X

⨯
Ningxian Liu,

Roles Conceptualization, Data curation, Formal analysis, Methodology, Project administration, Validation, Visualization, Writing – review & editing

Affiliation School of Statistics and Mathematics, Zhongnan University of Economics and Law, Wuhan, China
⨯
Xuchu Jiang

Roles Conceptualization, Data curation

* E-mail: xuchujiang@zuel.edu.cn

Affiliation School of Statistics and Mathematics, Zhongnan University of Economics and Law, Wuhan, China

https://orcid.org/0000-0002-6443-9990

⨯

Energy consumption prediction using the GRU-MMattention-LightGBM model with features of Prophet decomposition

Shaokun Liang,
Tao Deng,
Anna Huang,
Ningxian Liu,
Xuchu Jiang

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Published: January 17, 2023
https://doi.org/10.1371/journal.pone.0277085

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