An Attention-Based Multilayer GRU Model for Multistep-Ahead Short-Term Load Forecasting<sup>

An Attention-Based Multilayer GRU Model for Multistep-Ahead Short-Term Load Forecasting<sup>

Recently, multistep-ahead prediction has attracted much attention in electric load forecasting because it can deal with sudden changes in power consumption caused by various events such as fire and heat wave for a day from the present time. On the other hand, recurrent neural networks (RNNs), includ...

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Bibliographic Details
Main Authors: Seungmin Jung, Jihoon Moon, Sungwoo Park, Eenjun Hwang
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Sensors
Subjects:
short-term load forecasting
multistep-ahead forecasting
building electrical energy consumption forecasting
gated recurrent unit
attention mechanism
Online Access:https://www.mdpi.com/1424-8220/21/5/1639

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