A Review of SOH Prediction of Li-Ion Batteries Based on Data-Driven Algorithms

As an important energy storage device, lithium-ion batteries (LIBs) have been widely used in various fields due to their remarkable advantages. The high level of precision in estimating the battery’s state of health greatly enhances the safety and dependability of the application process. In contras...

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Bibliographic Details
Published in:	Energies (Basel) Vol. 16; no. 7; p. 3167
Main Authors:	Zhang, Ming, Yang, Dongfang, Du, Jiaxuan, Sun, Hanlei, Li, Liwei, Wang, Licheng, Wang, Kai
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.04.2023
Subjects:	Accuracy Aging Algorithms Analysis Batteries Data processing data-driven algorithms Datasets Decomposition Electrodes Electrolytes Energy industry Graphite Information management LIB Lithium Machine learning Methods Neural networks Power SOH Peru
ISSN:	1996-1073, 1996-1073
Online Access:	Get full text
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