A Two-Stage Multistep-Ahead Electricity Load Forecasting Scheme Based on LightGBM and Attention-BiLSTM

An efficient energy operation strategy for the smart grid requires accurate day-ahead electricity load forecasts with high time resolutions, such as 15 or 30 min. Most high-time resolution electricity load prediction techniques deal with a single output prediction, so their ability to cope with sudd...

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Detalles Bibliográficos
Autores principales: Jinwoong Park, Eenjun Hwang
Formato: Artículo
Lenguaje:English
Publicado: MDPI AG 2021-11-01
Colección:Sensors
Materias:
n/a
Acceso en línea:https://www.mdpi.com/1424-8220/21/22/7697