State of health estimation of lithium-ion batteries based on the constant voltage charging curve

被引:132
|
作者
Wang, Zengkai [1 ]
Zeng, Shengkui [1 ,2 ]
Guo, Jianbin [1 ,2 ]
Qin, Taichun [1 ]
机构
[1] Beihang Univ, Sch Reliabil & Syst Engn, Beijing 100191, Peoples R China
[2] Sci & Technol Reliabil & Environm Engn Lab, Beijing 100191, Peoples R China
关键词
Lithium-ion battery; State of health; Constant voltage charging; Equivalent circuit model; PARTICLE SWARM OPTIMIZATION; USEFUL LIFE PREDICTION; CAPACITY ESTIMATION; CYCLE LIFE; MODEL; DEGRADATION; PERFORMANCE; EXTRACTION; PARAMETERS; REGRESSION;
D O I
10.1016/j.energy.2018.11.008
中图分类号
O414.1 [热力学];
学科分类号
摘要
State of health estimation is critical for ensuring the safety and dependability of lithium-ion batteries. In practical usage, batteries are seldom completely discharged. With a constant current-constant voltage charging mode, the incomplete discharging process influences the initial charging voltage and the charging time of the subsequent constant current charging, greatly hindering the applications of many traditional health indicators that require a full cycling process. However, the charging data of the constant voltage charging is fully reserved, and is not affected by the previous incomplete discharging process. Furthermore, the charging current curve during the constant voltage profile is discovered to relate with the battery state of health in this study. Therefore, a new health indicator is extracted only from the monitoring parameters of the constant voltage profile for state of health estimation. The battery aging phenomena during the constant voltage profile are firstly characterized by the equivalent circuit model, and a new indicator is then constructed. A framework for the online extraction of this indicator of is proposed. Additionally, the correlation analysis and performance assessment prove the adaptability and effectiveness of the proposed method for estimating state of health of lithium-ion batteries. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:661 / 669
页数:9
相关论文
共 50 条
  • [1] State of Health Estimation for Lithium-Ion Batteries Based on the Constant Current-Constant Voltage Charging Curve
    Xiao, Bin
    Xiao, Bing
    Liu, Luoshi
    ELECTRONICS, 2020, 9 (08) : 1 - 14
  • [2] An Online Estimation Method of State of Health for Lithium-Ion Batteries Based on Constant Current Charging Curve
    Liu, Wei
    Zhao, Jinbao
    JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 2022, 169 (05)
  • [3] Remaining capacity estimation of lithium-ion batteries based on the constant voltage charging profile
    Wang, Zengkai
    Zeng, Shengkui
    Guo, Jianbin
    Qin, Taichun
    PLOS ONE, 2018, 13 (07):
  • [4] A voltage reconstruction model based on partial charging curve for state-of-health estimation of lithium-ion batteries
    Yang, Sijia
    Zhang, Caiping
    Jiang, Jiuchun
    Zhang, Weige
    Gao, Yang
    Zhang, Linjing
    JOURNAL OF ENERGY STORAGE, 2021, 35
  • [5] An Online State of Health Estimation Method for Lithium-ion Batteries Based on Integrated Voltage
    Zhou, Yapeng
    Huang, Miaohua
    Pecht, Michael
    2018 IEEE INTERNATIONAL CONFERENCE ON PROGNOSTICS AND HEALTH MANAGEMENT (ICPHM), 2018,
  • [6] State-of-Health Estimation for Lithium-Ion Batteries Based on Decoupled Dynamic Characteristic of Constant-Voltage Charging Current
    Yang, Jufeng
    Cai, Yingfeng
    Mi, Chunting Chris
    IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2022, 8 (02) : 2070 - 2079
  • [7] A Simple Method for State of Health Estimation of Lithium-ion Batteries Based on the Constant Voltage Charging Curves
    Zhang, Qi
    Chen, Xin
    Cai, Yaoze
    Cai, Yongxiang
    Liu, Wei
    Liao, Qiangqiang
    ELECTROCHEMISTRY, 2024, 92 (07)
  • [8] Constant current charging time based fast state-of-health estimation for lithium-ion batteries
    Lin, Chuanping
    Xu, Jun
    Shi, Mingjie
    Mei, Xuesong
    ENERGY, 2022, 247
  • [9] Rapid online health estimation for lithium-ion batteries based on partial constant-voltage charging segment
    Guo, Wenchao
    Yang, Lin
    Deng, Zhongwei
    Li, Jilin
    Bian, Xiaolei
    ENERGY, 2023, 281
  • [10] Online state-of-health estimation for lithium-ion batteries using constant-voltage charging current analysis
    Yang, Jufeng
    Xia, Bing
    Huang, Wenxin
    Fu, Yuhong
    Mi, Chris
    APPLIED ENERGY, 2018, 212 : 1589 - 1600