WOA-VMD-SCINet: Hybrid model for accurate prediction of ultra-short-term Photovoltaic generation power considering seasonal variations

Accurate prediction of photovoltaic (PV) power generation has become a key technical approach to improve the efficiency and stability of photovoltaic power plants. This paper proposes an ultra-short-term photovoltaic power prediction method based on a hybrid model of whale optimization algorithm, va...

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Veröffentlicht in:	Energy reports Jg. 12; S. 3470 - 3487
Hauptverfasser:	Zhao, Yonghui, Peng, Xunhui, Tu, Teng, Li, Zhen, Yan, Peiyu, Li, Chao
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.12.2024
Schlagworte:	Deep learning Photovoltaic power Forecasting Sample convolution and interactive neural network Variational mode decomposition Whale optimization algorithm Deep learning Variational mode decomposition Photovoltaic power Forecasting Whale optimization algorithm Sample convolution and interactive neural network
ISSN:	2352-4847, 2352-4847
Online-Zugang:	Volltext
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