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Multi-region electricity demand prediction with ensemble deep neural networks

Electricity consumption prediction plays a vital role in intelligent energy management systems, and it is essential for electricity power supply companies to have accurate short and long-term energy predictions. In this study, a deep-ensembled neural network was used to anticipate hourly power utili...

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Detalles Bibliográficos
Autores principales: Irfan, Muhammad, Shaf, Ahmad, Ali, Tariq, Zafar, Mariam, Rahman, Saifur, Mursal, Salim Nasar Faraj, AlThobiani, Faisal, A. Almas, Majid, Attar, H. M., Abdussamiee, Nagi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10194882/
https://www.ncbi.nlm.nih.gov/pubmed/37200368
http://dx.doi.org/10.1371/journal.pone.0285456