Estimation and prediction method of lithium battery state of health based on ridge regression and gated recurrent unit

Abstract The health state of lithium‐ion batteries is influenced by the operating conditions of energy storage stations and battery characteristics. It is challenging to obtain real‐time characterisation parameters like maximum discharge capacity and internal resistance. It is necessary to extract s...

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Bibliographic Details
Main Authors: Ziwei Dai, Aikui Li, Wei Sun, Shenwu Zhang, Hao Zhou, Ren Rao, Quan Luo
Format: Article
Language:English
Published: Wiley 2024-12-01
Series:IET Energy Systems Integration
Subjects:
Online Access:https://doi.org/10.1049/esi2.12159
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