Research on a load forecasting model based on ACMD and BiGRU-Attention

To lessen the impact of fluctuation and randomness of the user-side load on the load forecasting accuracy, a BiGRU-Attention (bidirectional gated recurrent unit with attention) short-term load forecasting model based on ACMD (adaptive chirp mode decomposition) and the Attention mechanism is proposed...

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Bibliographic Details
Main Authors: SHEN Jianliang, LAI Jun, ZHANG Yi, WANG Jianfeng, ZHONG Zan, YANG Ping
Format: Article
Language:zho
Published: zhejiang electric power 2023-06-01
Series:Zhejiang dianli
Subjects:
Online Access:https://zjdl.cbpt.cnki.net/WKE3/WebPublication/paperDigest.aspx?paperID=ca10cb95-ee2b-4d45-9978-976e5009bce7