Anomaly Detection for Photovoltaic Based on Improved VMD-XGBoost-BiLSTM Combination Model

Photovoltaic is a vital and rapidly developing form of renewable energy generated in China, and anomaly detection is a crucial reference for making decisions on its system operation and maintenance. The abnormal operation status of a photovoltaic system caused by component aging, failure, and other...

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Autor principal:	Bochao ZHAO, Jiajun MA, Lei CUI, Wenpeng LUAN, Jing ZHU
Format:	Artigo
Idioma:	Inglês
Publicat:	Editorial Office of Computer Engineering 2024-03-01
Col·lecció:	Jisuanji gongcheng
Matèries:	photovoltaic anomaly detection|neural network|variational mode decomposition(vmd)|attention mechanism|improved whale optimization algorithm(woa)
Accés en línia:	https://www.ecice06.com/fileup/1000-3428/PDF/20240335.pdf
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