Online State-of-Health Estimation of Lithium-Ion Battery Based on Incremental Capacity Curve and BP Neural Network

Lithium-ion batteries (LIBs) have been widely used in various fields. In order to ensure the safety of LIBs, it is necessary to accurately estimate of the state of health (SOH) of the LIBs. This paper proposes a SOH hybrid estimation method based on incremental capacity (IC) curve and back-propagati...

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Hlavní autoři: Hongye Lin, Longyun Kang, Di Xie, Jinqing Linghu, Jie Li
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2022-03-01
Edice:Batteries
Témata:
lithium-ion battery
state of health
incremental capacity curve
back-propagation neural network
On-line přístup:https://www.mdpi.com/2313-0105/8/4/29
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