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An ensemble method to forecast 24-h ahead solar irradiance using wavelet decomposition and BiLSTM deep learning network

In recent years, the penetration of solar power at residential and utility levels has progressed exponentially. However, due to its stochastic nature, the prediction of solar global horizontal irradiance (GHI) with higher accuracy is a challenging task; but, vital for grid management: planning, sche...

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Detalles Bibliográficos
Autores principales: Singla, Pardeep, Duhan, Manoj, Saroha, Sumit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8596364/
https://www.ncbi.nlm.nih.gov/pubmed/34804244
http://dx.doi.org/10.1007/s12145-021-00723-1