Short-term household load forecasting based on Long- and Short-term Time-series network

Short-term household load forecasting based on Long- and Short-term Time-series network

Focusing on the issue of significant randomness and low latitude of short-term household electrical load data, this paper proposes a novel short-term load multi-step forecasting method based on long-and short-term time series network (LSTNet). Firstly, the time sliding window method is used to sampl...

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Bibliographic Details
Main Authors:	Xifeng Guo, Ye Gao, Yupeng Li, Di Zheng, Dan Shan
Format:	Article
Language:	English
Published:	Elsevier 2021-04-01
Series:	Energy Reports
Subjects:	Short-term load forecasting LSTNet Walk-forward validation
Online Access:	http://www.sciencedirect.com/science/article/pii/S2352484721001219

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