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A novel GBDT-BiLSTM hybrid model on improving day-ahead photovoltaic prediction

Despite being a clean and renewable energy source, photovoltaic (PV) power generation faces severe challenges in operation due to its strong intermittency and volatility compared to the traditional fossil fuel power generation. Accurate predictions are therefore crucial for PV’s grid connections and...

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Detalles Bibliográficos
Autores principales: Wang, Senyao, Ma, Jin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10499805/
https://www.ncbi.nlm.nih.gov/pubmed/37704833
http://dx.doi.org/10.1038/s41598-023-42153-7