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
相关论文
共 81 条
  • [1] Characterization of Electronic and Ionic Transport in Li1-xNi0.33Mn0.33Co0.33O2 (NMC333) and Li1-xNi0.50Mn0.20Co0.30O2 (NMC523) as a Function of Li Content
    Amin, Ruhul
    Chiang, Ming
    [J]. JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 2016, 163 (08) : A1512 - A1517
  • [2] CasADi: a software framework for nonlinear optimization and optimal control
    Andersson, Joel A. E.
    Gillis, Joris
    Horn, Greg
    Rawlings, James B.
    Diehl, Moritz
    [J]. MATHEMATICAL PROGRAMMING COMPUTATION, 2019, 11 (01) : 1 - 36
  • [3] Review of selected electrode-solution interactions which determine the performance of Li and Li ion batteries
    Aurbach, D
    [J]. JOURNAL OF POWER SOURCES, 2000, 89 (02) : 206 - 218
  • [4] Recent studies on the correlation between surface chemistry, morphology, three-dimensional structures and performance of Li and Li-C intercalation anodes in several important electrolyte systems
    Aurbach, D
    Zaban, A
    Ein-Eli, Y
    Weissman, I
    Chusid, O
    Markovsky, B
    Levi, M
    Levi, E
    Schechter, A
    Granot, E
    [J]. JOURNAL OF POWER SOURCES, 1997, 68 (01) : 91 - 98
  • [5] Suppression of Phase Separation in LiFePO4 Nanoparticles During Battery Discharge
    Bai, Peng
    Cogswell, Daniel A.
    Bazant, Martin Z.
    [J]. NANO LETTERS, 2011, 11 (11) : 4890 - 4896
  • [6] A comparison of methodologies for the non-invasive characterisation of commercial Li-ion cells
    Barai, Anup
    Uddin, Kotub
    Dubarry, Matthieu
    Somerville, Limhi
    McGordon, Andrew
    Jennings, Paul
    Bloom, Ira
    [J]. PROGRESS IN ENERGY AND COMBUSTION SCIENCE, 2019, 72 : 1 - 31
  • [7] Bard A.J, 2001, ELECTROCHEMICAL METH, V2, P236
  • [8] A Parametric Open Circuit Voltage Model for Lithium Ion Batteries
    Birkl, C. R.
    McTurk, E.
    Roberts, M. R.
    Bruce, P. G.
    Howey, D. A.
    [J]. JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 2015, 162 (12) : A2271 - A2280
  • [9] Degradation diagnostics for lithium ion cells
    Birkl, Christoph R.
    Roberts, Matthew R.
    McTurk, Euan
    Bruce, Peter G.
    Howey, David A.
    [J]. JOURNAL OF POWER SOURCES, 2017, 341 : 373 - 386
  • [10] Bishop CA., 2007, VACUUM DEPOSITION ON