A Hybrid Residential Short-Term Load Forecasting Method Using Attention Mechanism and Deep Learning

A Hybrid Residential Short-Term Load Forecasting Method Using Attention Mechanism and Deep Learning

Development in economics and social society has led to rapid growth in electricity demand. Accurate residential electricity load forecasting is helpful for the transformation of residential energy consumption structure and can also curb global climate warming. This paper proposes a hybrid residentia...

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Bibliographic Details
Main Authors: Xinhui Ji, Huijie Huang, Dongsheng Chen, Kangning Yin, Yi Zuo, Zhenping Chen, Rui Bai
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Buildings
Subjects:
residential short-term load forecasting
deep learning
dilated convolutional neural network
long and short-term memory network
attention mechanism
Online Access:https://www.mdpi.com/2075-5309/13/1/72

Internet

https://www.mdpi.com/2075-5309/13/1/72

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