Real time SoC monitoring of a Li-Ion battery for robotic applications

被引:1
|
作者
Laadissi, El Mehdi [1 ]
Loualid, El Mehdi [1 ]
Ennawaoui, Chouaib [1 ]
El Jouad, Mohamed [1 ]
机构
[1] Chouaib Doukkali Univ, Natl Sch Appl Sci, Lab Engn Sci Energy LabSIPE, El Jadida 24000, Morocco
关键词
Lithium-ion battery; Battery model; Parameters identification; Kalman filter; STATE-OF-CHARGE; MANAGEMENT-SYSTEMS; NI-MH; PACKS;
D O I
10.1016/j.matpr.2022.05.060
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This article proposes the use of the Kalman filter applied to the determination of the state of Li-Ion bat-tery for Robotic Applications. We present in the first part the description of the Kalman filter and the identification of the parameters of the model. In the second part, the structure and the setting of the state of charge observer are represented. Then, the results of real-time experimental validations for different states of charge of the battery and different settings of the observer are presented.Copyright (c) 2022 Elsevier Ltd. All rights reserved. Selection and peer-review under responsibility of the scientific committee of the 4thInternational Confer-ence on Advanced Materials for Photonics, Sensing and Energy Conversion Energy Applications.
引用
收藏
页码:282 / 288
页数:7
相关论文
共 50 条
  • [1] SoC Li-ion BATTERY MONITORING WITH IMPEDANCE SPECTROSCOPY
    Cuadras, A.
    Kanoun, O.
    2009 6TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS AND DEVICES, VOLS 1 AND 2, 2009, : 991 - +
  • [2] A Simplified Li-ion Battery SOC Estimating Method
    Zhang, Xiaoqiang
    Wang, Xiaocheng
    Zhang, Weiping
    Lei, Geyang
    TRANSACTIONS ON ELECTRICAL AND ELECTRONIC MATERIALS, 2016, 17 (01) : 13 - 17
  • [3] State of Charge (SOC) Estimation of Li-Ion Battery
    Saboo, Krishna
    Mangsule, Rucha
    Deshpande, Amruta S.
    2021 INTERNATIONAL CONFERENCE ON EMERGING SMART COMPUTING AND INFORMATICS (ESCI), 2021, : 340 - 345
  • [4] Li-ion battery pack and applications
    Mazzola, Michael S.
    Shahverdi, Masood
    Green Energy and Technology, 2015, 172 : 445 - 476
  • [5] $Implementation of a Coulomb Counting Algorithm for SOC estimation of Li-Ion Battery for Multimedia Applications
    Baccouche, Ines
    Mlayah, Asma
    Jemmali, Sabeur
    Manai, Bilal
    Ben Amara, Najoua Essoukri
    2015 IEEE 12TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD), 2015,
  • [6] Dynamical modeling procedure of a Li-ion battery pack suitable for real-time applications
    Castano, S.
    Gauchia, L.
    Voncila, E.
    Sanz, J.
    ENERGY CONVERSION AND MANAGEMENT, 2015, 92 : 396 - 405
  • [7] Li-ion Battery SOC Estimation Based on EKF Algorithm
    Li Bo
    Yuan Xueqing
    Zhao Lin
    2015 IEEE INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (CYBER), 2015, : 1584 - 1588
  • [8] SOC Estimation of Li-Ion Power Battery Based on STEKF
    Tian S.
    Lü Q.
    Li Y.
    Huanan Ligong Daxue Xuebao/Journal of South China University of Technology (Natural Science), 2020, 48 (02): : 69 - 75
  • [9] Li-ion battery pack SoC estimation for electric vehicles
    Mawonou, Kodjo Senou Rodolphe
    Eddahech, Akram
    Dumur, Didier
    Godoy, Emmanuel
    Beauvois, Dominique
    Mensler, Michel
    IECON 2018 - 44TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2018, : 4968 - 4973
  • [10] Commercial graphites for Li-ion battery applications
    Siapkas, DI
    Hatzikraniotis, E
    Mitsas, CL
    Terzidis, D
    Zorba, T
    Moumouzias, G
    Papadopoulos, I
    SOLID STATE IONICS V, 1999, 548 : 65 - 70