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] 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)
  • [4] State of Health Estimation for Lithium-Ion Batteries Based on Partial Charging Curve Reconstruction
    Sun, Yiwen
    Diao, Qi
    Xu, Hongzhang
    Tan, Xiaojun
    Fan, Yuqian
    Wei, Liangliang
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2025, 40 (04) : 6107 - 6118
  • [5] 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
  • [6] State of Health Estimation of Lithium-Ion Battery Based on Constant-Voltage Charging Reconstruction
    Ruan, Haokai
    He, Hongwen
    Wei, Zhongbao
    Quan, Zhongyi
    Li, Yunwei
    IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2023, 11 (04) : 4393 - 4402
  • [7] State-of-Health Estimation of Lithium-Ion Battery Based on Constant Voltage Charging Duration
    Chen, Jinyu
    Chen, Dawei
    Han, Xiaolan
    Li, Zhicheng
    Zhang, Weijun
    Lai, Chun Sing
    BATTERIES-BASEL, 2023, 9 (12):
  • [8] State-of-Health Estimation of Lithium-Ion Batteries based on Partial Charging Voltage Profiles
    Stroe, D. -I.
    Knap, V.
    Schaltz, E.
    SELECTED PROCEEDINGS FROM THE 233RD ECS MEETING, 2018, 85 (13): : 379 - 386
  • [9] A Comparative Study of Charging Voltage Curve Analysis and State of Health Estimation of Lithium-ion Batteries in Electric Vehicle
    Xuebing Han
    Xuning Feng
    Minggao Ouyang
    Languang Lu
    Jianqiu Li
    Yuejiu Zheng
    Zhe Li
    Automotive Innovation, 2019, 2 : 263 - 275
  • [10] A Comparative Study of Charging Voltage Curve Analysis and State of Health Estimation of Lithium-ion Batteries in Electric Vehicle
    Han, Xuebing
    Feng, Xuning
    Ouyang, Minggao
    Lu, Languang
    Li, Jianqiu
    Zheng, Yuejiu
    Li, Zhe
    AUTOMOTIVE INNOVATION, 2019, 2 (04) : 263 - 275