Rapid Screening for Retired Batteries Based on Lithium-Ion Battery IC Curve Prediction

In order to solve the issue of low efficiency in retired battery clustering, a method for quickly obtaining a charging curve and Incremental Capacity (IC) curve based on Convolutional Neural Networks (CNN) is proposed. By training a CNN model, the method enables accurate prediction of complete IC cu...

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Autors principals:	Shuangming Duan, Zhiyu Yu, Junhui Li, Zhiqiang Zhao, Haojun Liu
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2024-10-01
Col·lecció:	World Electric Vehicle Journal
Matèries:	retired batteries convolutional neural network incremental capacity curve echelon utilization
Accés en línia:	https://www.mdpi.com/2032-6653/15/10/451
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