A Two-Stage Short-Term Load Forecasting Method Using Long Short-Term Memory and Multilayer Perceptron

A Two-Stage Short-Term Load Forecasting Method Using Long Short-Term Memory and Multilayer Perceptron

Load forecasting is an essential task in the operation management of a power system. Electric power companies utilize short-term load forecasting (STLF) technology to make reasonable power generation plans. A forecasting model with low prediction errors helps reduce operating costs and risks for the...

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Detalhes bibliográficos
Principais autores: Yuhong Xie, Yuzuru Ueda, Masakazu Sugiyama
Formato: Artigo
Idioma:English
Publicado em: MDPI AG 2021-09-01
coleção:Energies
Assuntos:
short-term load forecast
hybrid model
long short-term memory
multilayer perceptron
sequence-to-sequence
Acesso em linha:https://www.mdpi.com/1996-1073/14/18/5873

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https://www.mdpi.com/1996-1073/14/18/5873

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