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Prediction of solar irradiance using convolutional neural network and attention mechanism-based long short-term memory network based on similar day analysis and an attention mechanism

As one of the future's most promising clean energy sources, solar energy is the key to developing renewable energy. The randomness of solar irradiance can affect the efficiency of photovoltaic power generation, which makes photovoltaic power generation planning extremely difficult. The main goa...

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Detalles Bibliográficos
Autores principales: Hou, Xinxing, Ju, Chao, Wang, Bo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10660081/
https://www.ncbi.nlm.nih.gov/pubmed/38027694
http://dx.doi.org/10.1016/j.heliyon.2023.e21484