The parameter identification method study of the splice equivalent circuit model for the aerial lithium-ion battery pack

被引:19
|
作者
Wang, Shunli [1 ]
Fernandez, Carlos [2 ]
Liu, Xiaohan [1 ]
Su, Jie [1 ]
Xie, Yanxin [1 ]
机构
[1] Southwest Univ Sci & Technol, Sch Informat Engn & Robot Technol Used Special En, Key Lab Sichuan Prov, Mianyang 621010, Peoples R China
[2] Robert Gordon Univ, Sch Pharm & Life Sci, Aberdeen, Scotland
来源
MEASUREMENT & CONTROL | 2018年 / 51卷 / 5-6期
关键词
Aerial lithium-ion battery pack; splice equivalent circuit model; working characteristics; partial least square; output voltage tracking; MANAGEMENT-SYSTEM; CHARGE ESTIMATION; ELECTRIC VEHICLE; ENERGY; STATE; DEGRADATION;
D O I
10.1177/0020294018770930
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
According to the special condition expression of the aerial lithium-ion battery pack, a novel targeted equivalent model (Splice-Equivalent Circuit Model) is proposed and constructed. The Splice-Equivalent Circuit Model achieves the accurate mathematical expression of the special operating conditions and the working process for the lithium-ion battery pack, which is realized by using the equivalent simulation of different internal effects in the charging and discharging process of the battery pack. The theoretical study and analysis of the working principle is investigated to express the working characteristics of the aerial lithium-ion battery pack together with the experimental analysis. Then, the equivalent circuit model of the aerial lithium-ion battery pack is carried out on the composite construction methods. The experimental studies are carried out in order to identify the parameters of the improved Splice-Equivalent Circuit Model, obtaining respectable identification results of battery equivalent model parameters.
引用
收藏
页码:125 / 137
页数:13
相关论文
共 50 条
  • [1] Equivalent Model and Parameter Identification of Lithium-Ion Battery
    Li, Rui
    Yu, Jialing
    Li, Jingnan
    Chen, Fuguang
    [J]. PROCEEDINGS OF THE 2015 CHINESE INTELLIGENT AUTOMATION CONFERENCE: INTELLIGENT TECHNOLOGY AND SYSTEMS, 2015, 338 : 29 - 39
  • [2] Recursive Parameter Identification of Lithium-Ion Battery for EVs Based on Equivalent Circuit Model
    Dai, Haifeng
    Wei, Xuezhe
    Sun, Zechang
    [J]. JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE, 2013, 10 (12) : 2813 - 2818
  • [3] On Parameter Identification of an Equivalent Circuit Model for Lithium-Ion Batteries
    Tian, Ning
    Wang, Yebin
    Chen, Jian
    Fang, Huazhen
    [J]. 2017 IEEE CONFERENCE ON CONTROL TECHNOLOGY AND APPLICATIONS (CCTA 2017), 2017, : 187 - 192
  • [4] Lithium-Ion Battery Parameter Identification and State of Charge Estimation based on Equivalent Circuit Model
    Chang, Jiang
    Wei, Zhongbao
    He, Hongwen
    [J]. PROCEEDINGS OF THE 15TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2020), 2020, : 1490 - 1495
  • [5] Experimental Identification using Equivalent Circuit Model for Lithium-Ion Battery
    Eltoumi, F.
    Badji, A.
    Becherif, M.
    Ramadan, H. S.
    [J]. INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2018, 19 (03)
  • [6] An equivalent circuit model analysis for the lithium-ion battery pack in pure electric vehicles
    Su, Jie
    Lin, Maosong
    Wang, Shunli
    Li, Jin
    Coffie-Ken, James
    Xie, Fei
    [J]. MEASUREMENT & CONTROL, 2019, 52 (3-4): : 193 - 201
  • [7] Life-cycle parameter identification method of an electrochemical model for lithium-ion battery pack
    Yu, Hanqing
    Li, Junfu
    Ji, Yukun
    Pecht, Michael
    [J]. JOURNAL OF ENERGY STORAGE, 2022, 47
  • [8] Research on Online Identification of Lithium-ion Battery Equivalent Circuit Model Parameters
    Wu, Yahui
    Chen, Haishan
    Cao, Liangqiang
    Duan, Jinjin
    Chen, Xu
    Zhai, Jiyao
    [J]. 2022 9TH INTERNATIONAL FORUM ON ELECTRICAL ENGINEERING AND AUTOMATION, IFEEA, 2022, : 130 - 136
  • [9] Systematic experimental pulse test investigation for parameter identification of an equivalent circuit based lithium-ion battery model
    Boettiger, Michael
    Paulitschke, Martin
    Bocklisch, Thilo
    [J]. 11TH INTERNATIONAL RENEWABLE ENERGY STORAGE CONFERENCE, IRES 2017, 2017, 135 : 337 - 346
  • [10] A novel method for identification of lithium-ion battery equivalent circuit model parameters considering electrochemical properties
    Zhang, Xi
    Lu, Jinling
    Yuan, Shifei
    Yang, Jun
    Zhou, Xuan
    [J]. JOURNAL OF POWER SOURCES, 2017, 345 : 21 - 29