State of Health Estimation of Lithium-Ion Batteries Using a Multi-Feature-Extraction Strategy and PSO-NARXNN

The lithium-ion battery state of health (SOH) estimation is critical for maintaining reliable and safe working conditions for electric vehicles (EVs). However, accurate and robust SOH estimation remains a significant challenge. This paper proposes a multi-feature extraction strategy and particle swa...

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Bibliographic Details
Main Authors: Zhong Ren, Changqing Du, Weiqun Ren
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Batteries
Subjects:
Online Access:https://www.mdpi.com/2313-0105/9/1/7