Multi-horizon short-term load forecasting using hybrid of LSTM and modified split convolution

Precise short-term load forecasting (STLF) plays a crucial role in the smooth operation of power systems, future capacity planning, unit commitment, and demand response. However, due to its non-stationary and its dependency on multiple cyclic and non-cyclic calendric features and non-linear highly c...

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Detalles Bibliográficos
Autores principales: Ullah, Irshad, Muhammad Hasanat, Syed, Aurangzeb, Khursheed, Alhussein, Musaed, Rizwan, Muhammad, Anwar, Muhammad Shahid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Data Mining and Machine Learning
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10557505/
https://www.ncbi.nlm.nih.gov/pubmed/37810340
http://dx.doi.org/10.7717/peerj-cs.1487

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10557505/
https://www.ncbi.nlm.nih.gov/pubmed/37810340
http://dx.doi.org/10.7717/peerj-cs.1487

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