Research on Lithium battery life prediction model based on CNN-GRU combined neural network

Research on Lithium battery life prediction model based on CNN-GRU combined neural network

It is difficult to obtain direct performance parameters such as lithium battery capacity and internal resistance, which leads to the problem of low accuracy of lithium battery life prediction. A lithium battery life prediction model based on a combined neural network of convolutional neural network...

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Bibliographic Details
Main Authors: ZHANG An′an, XIE Linxing, YANG Wei
Format: Article
Language:zho
Published: Harbin Jinhe Electrical Measurement & Instrumentation Magazine Publishing Co., Ltd. 2025-07-01
Series:Diance yu yibiao
Subjects:
lithium battery
health factor
correlation coefficient
convolutional neural network
gated recurrent unit
Online Access:http://www.emijournal.net/dcyyb/ch/reader/create_pdf.aspx?file_no=20221231002&flag=1&journal_id=dcyyb&year_id=2025
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