State of Health Estimation of Li-ion Batteries with Regeneration Phenomena: A Similar Rest Time-Based Prognostic Framework

State of Health Estimation of Li-ion Batteries with Regeneration Phenomena: A Similar Rest Time-Based Prognostic Framework

State of health (SOH) prediction in Li-ion batteries plays an important role in intelligent battery management systems (BMS). However, the existence of capacity regeneration phenomena remains a great challenge for accurately predicting the battery SOH. This paper proposes a novel prognostic framewor...

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Bibliographic Details
Main Authors: Taichun Qin, Shengkui Zeng, Jianbin Guo, Zakwan Skaf
Format: Article
Language:English
Published: MDPI AG 2016-12-01
Series:Symmetry
Subjects:
Li-ion batteries
state of health
regeneration phenomena
particle swarm optimization
Gaussian process
Online Access:http://www.mdpi.com/2073-8994/9/1/4

Internet

http://www.mdpi.com/2073-8994/9/1/4

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