Implementation of State-of-Charge and State-of-Health Estimation for Lithium-Ion Batteries

被引:0
|
作者
Lin, Chang-Hua [1 ]
Wang, Chien-Ming [2 ]
Ho, Chien-Yeh [3 ]
机构
[1] Natl Taiwan Univ S&T, Dept Elect Engn, Taipei, Taiwan
[2] Natl Ilan Univ, Dept Elect Engn, Ilan, Taiwan
[3] Lunghwa Univ Sci & Tech, Dept Elect Engn, Taipei, Taiwan
关键词
ELECTRIC VEHICLES; MANAGEMENT; HYBRID; PACK;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
An estimation method of the state-of-charge (SOC) and the state-of-health (SOH) for Li-ion batteries is implemented in this paper. For the proposed methods, we defined the ratio between the variations in voltage and the variations in current in each cell during the operation processes of battery modules as the dynamic impedance, which is used to determine the SOC of the battery. Any initial values are unnecessary in the proposed estimation methods, and the proposed dynamic impedance can better reflect the real electrical characteristics of Li-ion batteries than traditional estimation methods. Furthermore, real-time calculations can be achieved using the proposed methods. The SOH of Li-ion batteries decays as the batteries age, which also influences the value of the dynamic impedance. The projection technique is proposed to determine the SOH based on the dynamic impedance. In this study, a real time platform for estimating SOC and SOH is built, a MCU with a battery management system (BMS) is also integrated. The used BMS receives the related information to estimate the SOC and SOH, and comprises some protection devices to increase battery life spans. Some experimental results are presented to verify the accuracy and feasibility of the proposed theoretical predictions.
引用
收藏
页码:4790 / 4795
页数:6
相关论文
共 50 条
  • [21] Differential current in constant-voltage charging mode: A novel tool for state-of-health and state-of-charge estimation of lithium-ion batteries
    Ko, Chi-Jyun
    Chen, Kuo-Ching
    Su, Ting-Wei
    Energy, 2024, 288
  • [22] On state-of-charge determination for lithium-ion batteries
    Li, Zhe
    Huang, Jun
    Liaw, Bor Yann
    Zhang, Jianbo
    JOURNAL OF POWER SOURCES, 2017, 348 : 281 - 301
  • [23] Differential current in constant-voltage charging mode: A novel tool for state-of-health and state-of-charge estimation of lithium-ion batteries
    Ko, Chi-Jyun
    Chen, Kuo-Ching
    Su, Ting-Wei
    ENERGY, 2024, 288
  • [24] Estimation of state-of-charge and state-of-health for lithium-ion battery based on improved firefly optimized particle filter
    Ouyang, Tiancheng
    Ye, Jinlu
    Xu, Peihang
    Wang, Chengchao
    Xu, Enyong
    JOURNAL OF ENERGY STORAGE, 2023, 68
  • [25] A novel transformer-embedded lithium-ion battery model for joint estimation of state-of-charge and state-of-health
    ShangYu Zhao
    Kai Ou
    XingXing Gu
    ZhiMin Dan
    JiuJun Zhang
    YaXiong Wang
    Rare Metals, 2024, 43 (11) : 5637 - 5651
  • [26] A novel transformer-embedded lithium-ion battery model for joint estimation of state-of-charge and state-of-health
    Zhao, Shang-Yu
    Ou, Kai
    Gu, Xing-Xing
    Dan, Zhi-Min
    Zhang, Jiu-Jun
    Wang, Ya-Xiong
    RARE METALS, 2024, : 5637 - 5651
  • [27] State-of-charge and state-of-health estimation for lithium-ion battery using the direct wave signals of guided wave
    Zhao, Guoqi
    Liu, Yu
    Liu, Gang
    Jiang, Shiping
    Hao, Wenfeng
    JOURNAL OF ENERGY STORAGE, 2021, 39
  • [28] Adaptive Parameter Identification and State-of-Charge Estimation of Lithium-Ion Batteries
    Rahimi-Eichi, Habiballah
    Chow, Mo-Yuen
    38TH ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS SOCIETY (IECON 2012), 2012, : 4012 - 4017
  • [29] An improved adaptive estimator for state-of-charge estimation of lithium-ion batteries
    Zhang, Wenjie
    Wang, Liye
    Wang, Lifang
    Liao, Chenglin
    JOURNAL OF POWER SOURCES, 2018, 402 : 422 - 433
  • [30] State-of-charge estimation of lithium-ion batteries using LSTM and UKF
    Yang, Fangfang
    Zhang, Shaohui
    Li, Weihua
    Miao, Qiang
    ENERGY, 2020, 201 (201)