Thermal-Electrochemical Modeling and Parameter Sensitivity Analysis of Lithium-ion Battery

被引：18
|
作者：
Zhang, Liqiang [1 ]
Lyu, Chao [1 ]
Wang, Lixin [1 ]
Luo, Weilin [1 ]
Ma, Kehua [1 ]
机构：
[1] Harbin Inst Technol, Sch Elect Engn & Automat, Harbin 150001, Peoples R China
来源：
2013 PROGNOSTICS AND HEALTH MANAGEMENT CONFERENCE (PHM) | 2013年 / 33卷
关键词：
D O I：
10.3303/CET1333158
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
In this paper, a thermal-electrochemical model of Li-ion battery was developed based on P2D model, and a set of parameters which related to PHM characteristics were proposed along with the parameter sensitivity analysis. Sensitivity value matrixes were also presented to describe the sensitivity of model output when parameters take different values on different operating conditions. Then, parameters were clustered into four clusters using fuzzy clustering method according to their "Best Condition for Identification", on which the parameter has the greatest sensitivity and most easily to be identified. Finally, design criteria and application suggestions of the "Best Practicable Conditions" were also discussed.
引用
收藏
页码：943 / 948
页数：6
相关论文
共 50 条
  • [21] Comparative Analysis of Numerical Methods for Lithium-Ion Battery Electrochemical Modeling
    Xu, Le
    Cooper, Julian
    Allam, Anirudh
    Onori, Simona
    JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 2023, 170 (12)
  • [22] ADVANCEMENT IN LITHIUM-ION BATTERY PACK THERMAL MODELING BASED ON ELECTROCHEMICAL PRINCIPLES
    Ferreira, Patryck
    Tang, Shu-Xia
    PROCEEDINGS OF ASME 2024 HEAT TRANSFER SUMMER CONFERENCE, HT 2024, 2024,
  • [23] SOC Oriented Electrochemical-Thermal Coupled Modeling for Lithium-Ion Battery
    Ma, Yan
    Li, Xin
    Li, Guangyuan
    Hu, Yunfeng
    Bai, Qingwen
    IEEE ACCESS, 2019, 7 : 156136 - 156149
  • [24] An electrochemical modeling of lithium-ion battery nail penetration
    Chiu, Kuan-Cheng
    Lin, Chi-Hao
    Yeh, Sheng-Fa
    Lin, Yu-Han
    Chen, Kuo-Ching
    JOURNAL OF POWER SOURCES, 2014, 251 : 254 - 263
  • [25] Development of thermal-electrochemical model for lithium ion 18650 battery packs in electric vehicles
    Amiribavandpour, Parisa
    Shen, Weixiang
    Kapoor, Ajay
    2013 9TH IEEE VEHICLE POWER AND PROPULSION CONFERENCE (VPPC), 2013, : 117 - 121
  • [26] Parameter sensitivity analysis of an electrochemical-thermal model for energy-storage lithium-ion batteries
    Li, Mingfei
    Sun, Wanmei
    Rao, Mumin
    Cui, Shuxin
    Fu, Qiang
    Chen, Wei
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART A-JOURNAL OF POWER AND ENERGY, 2023, 237 (07) : 1585 - 1598
  • [27] Electrochemical-thermal Modeling to Evaluate Active Thermal Management of a Lithium-ion Battery Module
    Bahiraei, Farid
    Fartaj, Amir
    Nazri, Gholam-Abbas
    ELECTROCHIMICA ACTA, 2017, 254 : 59 - 71
  • [28] A lattice Boltzmann modeling and analysis of the thermal convection in a lithium-ion battery
    Jiang, Jibing
    Li, Dinggen
    Dou, Ruzhen
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2019, 77 (10) : 2695 - 2706
  • [29] Parameter identification for electrochemical models of lithium-ion batteries using sensitivity analysis
    Dangwal, Chitra
    Canova, Marcello
    ASME Letters in Dynamic Systems and Control, 2021, 1 (04):
  • [30] State-of-Charge estimation from a thermal-electrochemical model of lithium-ion batteries
    Tang, Shu-Xia
    Camacho-Solorio, Leobardo
    Wang, Yebin
    Krstic, Miroslav
    AUTOMATICA, 2017, 83 : 206 - 219
12345