Development of Experimental Techniques for Parameterization of Multi-scale Lithium-ion Battery Models

被引:328
作者
Chen, Chang-Hui [1 ,2 ,3 ]
Planella, Ferran Brosa [1 ,3 ]
O'Regan, Kieran [3 ,4 ]
Gastol, Dominika [4 ]
Widanage, W. Dhammika [1 ,2 ]
Kendrick, Emma [3 ,4 ]
机构
[1] Univ Warwick, WMG, Coventry CV4 7AL, W Midlands, England
[2] Jealotts Hill Int Res Ctr, Syngenta, Bracknell RG42 6EQ, Berks, England
[3] Faraday Inst, Harwell Campus, Didcot OX11 0RA, Oxon, England
[4] Univ Birmingham, Sch Met & Mat, Birmingham BT15 2TT, W Midlands, England
关键词
EQUIVALENT-CIRCUIT MODELS; ELECTROCHEMICAL CHARACTERIZATION; PHYSICOCHEMICAL MODEL; SENSITIVITY-ANALYSIS; TRANSPORT PHENOMENA; CHARGE ESTIMATION; LICOO2; CATHODE; LI; PERFORMANCE; ANODES;
D O I
10.1149/1945-7111/ab9050
中图分类号
O646 [电化学、电解、磁化学];
学科分类号
081704 ;
摘要
Presented here, is an extensive 35 parameter experimental data set of a cylindrical 21700 commercial cell (LGM50), for an electrochemical pseudo-two-dimensional (P2D) model. The experimental methodologies for tear-down and subsequent chemical, physical, electrochemical kinetics and thermodynamic analysis, and their accuracy and validity are discussed. Chemical analysis of the LGM50 cell shows that it is comprised of a NMC 811 positive electrode and bi-component Graphite-SiOx negative electrode. The thermodynamic open circuit voltages (OCV) and lithium stoichiometry in the electrode are obtained using galvanostatic intermittent titration technique (GITT) in half cell and three-electrode full cell configurations. The activation energy and exchange current coefficient through electrochemical impedance spectroscopy (EIS) measurements. Apparent diffusion coefficients are estimated using the Sand equation on the voltage transient during the current pulse; an expansion factor was applied to the bicomponent negative electrode data to reflect the average change in effective surface area during lithiation. The 35 parameters are applied within a P2D model to show the fit to experimental validation LGM50 cell discharge and relaxation voltage profiles at room temperature. The accuracy and validity of the processes and the techniques in the determination of these parameters are discussed, including opportunities for further modelling and data analysis improvements. (C) 2020 The Author(s). Published on behalf of The Electrochemical Society by IOP Publishing Limited.
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页数:22
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共 81 条
  • [11] On the Ageing of High Energy Lithium-Ion BatteriesComprehensive Electrochemical Diffusivity Studies of Harvested Nickel Manganese Cobalt Electrodes
    Capron, Odile
    Gopalakrishnan, Rahul
    Jaguemont, Joris
    Van Den Bossche, Peter
    Omar, Noshin
    Van Mierlo, Joeri
    [J]. MATERIALS, 2018, 11 (02):
  • [12] Kinetic characterization of the electrochemical intercalation of lithium ions into graphite electrodes
    Chang, YC
    Jong, JH
    Fey, GTK
    [J]. JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 2000, 147 (06) : 2033 - 2038
  • [13] A Review of Lithium-Ion Battery for Electric Vehicle Applications and Beyond
    Chen, Weidong
    Liang, Jun
    Yang, Zhaohua
    Li, Gen
    [J]. INNOVATIVE SOLUTIONS FOR ENERGY TRANSITIONS, 2019, 158 : 4363 - 4368
  • [14] 3D analysis of a LiCoO2-Li(Ni1/3Mn1/3Co1/3)O2 Li-ion battery positive electrode using x-ray nano-tomography
    Chen-Wiegart, Yu-chen Karen
    Liu, Zhao
    Faber, Katherine T.
    Barnett, Scott A.
    Wang, Jun
    [J]. ELECTROCHEMISTRY COMMUNICATIONS, 2013, 28 : 127 - 130
  • [15] Visualizing the Carbon Binder Phase of Battery Electrodes in Three Dimensions
    Daemi, Sohrab R.
    Tan, Chun
    Volkenandt, Tobias
    Cooper, Samuel J.
    Palacios-Padros, Anna
    Cookson, James
    Brett, Dan J. L.
    Shearing, Paul R.
    [J]. ACS APPLIED ENERGY MATERIALS, 2018, 1 (08): : 3702 - 3710
  • [16] High potential positive materials for lithium-ion batteries: transition metal phosphates
    Deniard, P
    Dulac, AM
    Rocquefelte, X
    Grigorova, V
    Lebacq, O
    Pasturel, A
    Jobic, S
    [J]. JOURNAL OF PHYSICS AND CHEMISTRY OF SOLIDS, 2004, 65 (2-3) : 229 - 233
  • [17] Comparison of modeling predictions with experimental data from plastic lithium ion cells
    Doyle, M
    Newman, J
    Gozdz, AS
    Schmutz, CN
    Tarascon, JM
    [J]. JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 1996, 143 (06) : 1890 - 1903
  • [18] MODELING OF GALVANOSTATIC CHARGE AND DISCHARGE OF THE LITHIUM POLYMER INSERTION CELL
    DOYLE, M
    FULLER, TF
    NEWMAN, J
    [J]. JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 1993, 140 (06) : 1526 - 1533
  • [19] Three-dimensional conductive network formed by carbon nanotubes in aqueous processed NMC electrode
    Du, Zhijia
    Li, Jianlin
    Wood, Marissa
    Mao, Chengyu
    Daniel, Claus
    Wood, D. L., III
    [J]. ELECTROCHIMICA ACTA, 2018, 270 : 54 - 61
  • [20] Electrical Energy Storage for the Grid: A Battery of Choices
    Dunn, Bruce
    Kamath, Haresh
    Tarascon, Jean-Marie
    [J]. SCIENCE, 2011, 334 (6058) : 928 - 935