Online State of Health Estimation of Lithium-Ion Batteries Based on Charging Process and Long Short-Term Memory Recurrent Neural Network

Accurate state of health (SOH) estimation is critical to the operation, maintenance, and replacement of lithium-ion batteries (LIBs), which have penetrated almost every aspect of our life. This paper introduces a new approach to accurately estimate the SOH for rechargeable lithium-ion batteries base...

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Bibliographic Details
Main Authors: Kang Liu, Longyun Kang, Di Xie
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Batteries
Subjects:
Online Access:https://www.mdpi.com/2313-0105/9/2/94