Estimation of Battery Soc for Hybrid Electric Vehicle using Coulomb Counting Method

被引:15
|
作者
Zine, Bachir [1 ]
Marouani, Khoudir [2 ]
Becherif, Mohamed [3 ]
Yahmedi, Said [1 ]
机构
[1] Univ Badji Mokhtar, Annaba, Algeria
[2] Ecole Mil Polytech, Bordj El Bahri, Alger, Algeria
[3] Univ Bourgogne Franche Comte UTBM, FCLab FR CNRS 3539, Femto ST UMR CNRS 6174, Belfort, France
来源
INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS | 2018年 / 19卷 / 02期
关键词
coulomb counting; battery generic model; state of charge;
D O I
10.1515/ijeeps-2017-0181
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
The autonomy of the Battery Electric Vehicle is a key point in the development and commercialization of this kind of vehicle. The requested autonomy is directly linked to the amount of the stored and remaining energy in the battery which is the State of Charge (SOC). This paper presents battery state of charge (SOC) estimation using coulomb counting method. So, the quantity of electric charge is calculated during the battery cycle of charge and discharge and compared to the estimated value based on the battery generic model. Also, experimental results are carried out in order to validate this study.
引用
收藏
页数:11
相关论文
共 50 条
  • [41] Estimation and Comparison of SOC in Batteries Used in Electromobility Using the Thevenin Model and Coulomb Ampere Counting
    Salazar, Diego
    Garcia, Marcelo
    ENERGIES, 2022, 15 (19)
  • [42] SOC Calculation Method Based on Extended Kalman Filter of Power Battery for Electric Vehicle
    Liu, XinLei
    Cheng, ZengMu
    Yi, FengYan
    Qiu, TianYu
    2017 12TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND KNOWLEDGE ENGINEERING (IEEE ISKE), 2017,
  • [43] SOC Estimation of Lithium Battery Based on N-2RC Model in Electric Vehicle
    Liu, Dan
    Wang, Xingcheng
    Zhang, Min
    Gong, Mingxuan
    PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 2019, : 2916 - 2921
  • [44] SOC Estimation of Lithium-Ion Battery for Electric Vehicle Based on Deep Multilayer Perceptron
    Li, Xueguang
    Jiang, Haizhou
    Guo, Sufen
    Xu, Jingxiu
    Li, Meiyan
    Liu, Xiaoyan
    Zhang, Xusong
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [45] Experimental Study on Energy Flow in a Plug-in Hybrid Electric Vehicle at Low Battery SOC
    Zhang Y.
    Duan L.
    Yuan X.
    Jiang L.
    Xu Y.
    Lan F.
    Qiche Gongcheng/Automotive Engineering, 2020, 42 (05): : 688 - 693
  • [46] State of charge (SOC) estimation in electric vehicle (EV) battery management systems using ensemble methods and neural networks
    Ofoegbu, Edward Ositadinma
    JOURNAL OF ENERGY STORAGE, 2025, 114
  • [47] A Novel Method of SOC Estimation for Electric Vehicle Based on Adaptive Particle Filter
    Dunyao Jiabao Tao
    Chuan Zhu
    Duanfeng Sun
    Yulin Chu
    Haibo Ma
    Yicheng Li
    Tingxuan Li
    Automatic Control and Computer Sciences, 2020, 54 : 412 - 422
  • [48] A Novel Method of SOC Estimation for Electric Vehicle Based on Adaptive Particle Filter
    Tao, Jiabao
    Zhu, Dunyao
    Sun, Chuan
    Chu, Duanfeng
    Ma, Yulin
    Li, Haibo
    Li, Yicheng
    Xu, Tingxuan
    AUTOMATIC CONTROL AND COMPUTER SCIENCES, 2020, 54 (05) : 412 - 422
  • [49] SOC estimation based on data driven exteaded Kalman filter algorithm for power battery of electric vehicle and plug-in electric vehicle
    Liu Fang
    Ma Jie
    Su Wei-xing
    Chen Han-ning
    Tian Hui-xin
    Li Chun-qing
    JOURNAL OF CENTRAL SOUTH UNIVERSITY, 2019, 26 (06) : 1402 - 1415
  • [50] Hybrid electric vehicle using photovoltaic panel and chemical battery
    Dwibedi, Rajat Kumar
    Jayaprakash, R.
    Siva, T.
    Gopinath, N. P.
    MATERIALS TODAY-PROCEEDINGS, 2020, 33 : 4713 - 4718