Charging pile fault prediction method combining whale optimization algorithm and long short-term memory network

Abstract As the world’s energy structure is gradually changing, the automotive industry is shifting its focus to new energy vehicles in an effort to improve the performance and service life of the charging pile. To solve the problem that traditional models tend to fall into locally optimal solutions...

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Bibliographic Details
Main Authors: Yansheng Huang, Atthapol Ngaopitakkul, Suntiti Yoomak
Format: Article
Language:English
Published: SpringerOpen 2025-05-01
Series:Energy Informatics
Subjects:
Online Access:https://doi.org/10.1186/s42162-025-00530-8
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