A decomposition‐based multi‐time dimension long short‐term memory model for short‐term electric load forecasting

Abstract Short‐term load forecasting is essential to power systems management. However, most existing forecasting methods fail to fully consider how to rationally integrate the intrinsic time‐related dimensions of electric load data and the decomposition methods into machine learning models so that...

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Bibliographic Details
Main Authors: Jiehui Huang, Zhiwang Zhou, Chunquan Li, Zhiyuan Liao, Peter X. Liu
Format: article
Language:EN
Published: Wiley 2021
Subjects:
Online Access:https://doaj.org/article/b8ce4b4f36884e16bd712b294d9c7139
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