CNN-GRU Battery SOC Estimation Method Fused with Attention Mechanism for Electric Multiple Units

Nickel-cadmium alkaline batteries are the core energy source for auxiliary devices of electric multiple units. Hence, an accurate estimation of their state of charge (SOC) is significantly important for prolonging battery life and improving energy efficiency. Given the limitations of existing SOC es...

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Bibliographic Details
Main Authors: WANG Shenghui, TIAN Qin, LIU Lihao, FENG Enlai, YU Tianjian
Format: Article
Language:zho
Published: Editorial Office of Control and Information Technology 2023-10-01
Series:Kongzhi Yu Xinxi Jishu
Subjects:
Online Access:http://ctet.csrzic.com/thesisDetails#10.13889/j.issn.2096-5427.2023.05.013
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