A short-term forecasting method for photovoltaic power generation based on the TCN-ECANet-GRU hybrid model

Abstract Due to the uncertainty of weather conditions and the nonlinearity of high-dimensional data, as well as the need for a continuous and stable power supply to the power system, traditional regression analysis and time series forecasting methods are no longer able to meet the high accuracy requ...

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Detalhes bibliográficos
Principais autores: Xiuli Xiang, Xingyu Li, Yaoli Zhang, Jiang Hu
Formato: Artigo
Idioma:English
Publicado em: Nature Portfolio 2024-03-01
coleção:Scientific Reports
Assuntos:
Acesso em linha:https://doi.org/10.1038/s41598-024-56751-6