Advances in Lithium-Ion Batteries pp 345-392 | Cite as
Mathematical Modeling of Lithium Batteries
Keywords
Polymer Electrolyte Current Collector Lithium Batterie Porous Electrode Conductive FillerAbbreviations
List of Symbols
- a
surface area of active material per volume of electrode m−1
- c
salt concentration in the electrolyte (mol/m3 of solution)
- ci
concentration of species i (mol/m3)
- cs
concentration of lithium in the solid insertion electrode (mol/m3)
- cT
total concentration of salt and solvent (mol/m3)
- C
double-layer capacitance (F/m2)
- Cp
heat capacity (J/m2·K)
- Di
diffusion coefficient of species i in dilute solution theory (m2/s)
- D
salt diffusion coefficient (m2/s)
- \( \mathcal{D} \)
diffusion coefficient based on thermodynamic driving force (m2/s)
- Ds
diffusion coefficient of lithium in an insertion electrode (m2/s)
- \( \mathcal{D}_{i,j} \)
diffusion coefficient for interaction of species i and j (m2/s)
- f±
mean molar activity coefficient of an electrolyte
- F
Faraday’s constant, 96487 C/equiv
- in
transfer current normal to the surface of the active material (A/m2)
- i0
exchange current density (A/m2)
- i2
current density (A/m2 superficial area) in the electrolyte
- I
total current density in the cell (A/m2)
- j
total fiux due to reaction (mol/s·m2 of active material)
- k
thermal conductivity (W/m2·K)
- ka, kc
rate constants for the anodic and cathodic directions of a reaction
- km
mass transfer coefficient (m/s)
- L
thickness of an electrode (m)
- L+, Ls, L−
thickness of positive electrode, separator, or negative electrode (m)
- m
molality (mol/kg)
- Mi
symbol for the chemical formula of species i or molecular weight (g/mol)
- n
number of electrons involved in a half reaction
- Ni
flux of species/(mol/s·m2 of apparent area)
- q
charge on the electrode side of the double layer (C/m2)
- qi
surface charge density of species i on the solution side of the double layer (C/m2)
- Q
coulombic capacity of an electrode (C, C/m2, or C/m3)
- \( \dot Q \)
heat-generation rate (W/m2)
- r
radial position across a spherical particle (m)
- rk
rate of chemical reaction k(mol/s·m3)
- R
universal gas constant, 8.3143 J/mol K, or radius of a particle (m)
- Rfilm
effective resistance of a solid-electrolyte interphase (Ωm2)
- s
stoichiometric coefficient, positive for anodic reactants
- t
time (s)
- ti0
transference number of species i with respect to the solvent velocity
- T
temperature, K
- u
mobility (m2·mol/J·s)
- U
thermodynamic potential measured with respect to a lithium reference electrode (V)
- v
velocity (m/s)
- V
cell potential (V)
- \( \bar V \)
molar volume (m3/mol)
- x
position across cell (m)
- y
stoichiometry of lithium in an insertion electrode
- zi
charge of ion i
Greek
- α
transfer coefficient
- β
symmetry factor for an elementary reaction
- ε
volume fraction (of electrolyte unless otherwise specified)
- Γi
excess concentration of species i in the double layer (mol/m2)
- κ
effective ionic conductivity (S/m)
- μ
chemical potential (J/mol)
- νi
moles of ion i produced when a mole of its salt dissociates
- ν
number of moles of ions into which a mole of electrolyte dissociates
- ρ
density (kg/m3)
- σ
effective electronic conductivity of a porous electrode (S/m)
- Θ
fraction of total lithium insertion sites which are occupied by lithium
- Θs
site on the lattice of the insertion material which can be occupied by lithium
- Θp
site on the lattice of a crystalline polymer which can be occupied by lithium salt
- Φ
potential
- γ±
mean molal activity coefficient
- γl
exponent for the dependence of i0 on the concentration of species i
Superscripts
- o
property is with respect to solvent velocity or initial condition
- Θ
secondary reference state of the chemical potential
Subscripts
- a
anodic
- c
cathodic
- dl
double-layer
- e
electrolyte
- f
faradaic
- i
species i
- lim
limiting current
- m
main reaction
- n
electrochemical flux normal to surface of active material
- o
solvent in an electrolytic solution
- s
side reaction
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References
- 1.J. Newman and W. Tiedemann, AIChE J., 21, 25, 1975.CrossRefGoogle Scholar
- 2.M. Doyle, T.F. Fuller, and J. Newman, J. Electrochem. Soc., 140, 1526, 1993.Google Scholar
- 3.G.G. Botte, V.R. Subramanian, and R.E. White, Electrochimica Acta, 45, 2595, 2000.CrossRefGoogle Scholar
- 4.P. Arora, R.E. White, and M. Doyle, J. Electrochem. Soc., 145, 3647, 1998.Google Scholar
- 5.D. Wheeler and J. Newman, in AIChE Annual Meeting, paper 126h, Reno, Nevada, November 4–9 2001.Google Scholar
- 6.K.S. Chen, G.H. Evans, R.S. Larson, M.E. Coltrin, and J. Newman, in Proceedings of the Electrochemical Society (G. Halpert, M. L. Gopikanth, K. M. Abraham, et al., eds.) vol. 98-15, 1998.Google Scholar
- 7.W.G. Sunu and D.N. Bennion, J. Electrochem. Soc., 127, 2007, 1980.Google Scholar
- 8.K.C. Tsaur and R. Pollard, J. Electrochem. Soc., 133, 2296, 1986.Google Scholar
- 9.Z. Mao and R.E. White, J. Power Sources, 43–44, 181, 1993.Google Scholar
- 10.J.S. Newman, Electrochemical Systems. Prentice-Hall Inc., Englewood Cliffs, NJ, 2nd ed., 1991.Google Scholar
- 11.T.F. Fuller, M. Doyle, and J. Newman, J. Electrochem. Soc., 141, 1, 1994.Google Scholar
- 12.M. Ue and S. Mori, in Proceedings of the Electrochemical Society (S. Megahed, B.M. Barnett, and L. Xie, eds.), vol. 94–28, p. 440, 1994.Google Scholar
- 13.G.E. Blomgren, in Proceedings of the Electrochemical Society (E.B. Yeager, B. Schlumm, G. Blomgren, D.R. Blakenship, V. Leger, and J. Akridge, eds.), vol. 80–7, p. 35, 1980.Google Scholar
- 14.M. Doyle and J. Newman, J. Electrochem. Soc., 142, 3465, 1995.Google Scholar
- 15.R. Pollard and T. Comte, J. Electrochem. Soc., 136, 3734, 1989.Google Scholar
- 16.R.B. Bird, W.E. Stewart, and E.N. Lightfoot, “Transport Phenomena.” John Wiley and Sons, Inc., New York, 1960.Google Scholar
- 17.L. Onsager, Annals New York Acad. Sciences, 46, 241, 1945.Google Scholar
- 18.J.S. Dunning, Analysis of Porous Electrodes with Sparingly Soluble Reactants. Ph.D. dissertation, University of California, Los Angeles, 1971.Google Scholar
- 19.R. Pollard and J. Newman, J. Electrochem. Soc., 128, 491, 1981.Google Scholar
- 20.M.W. Verbrugge and B.J. Koch, J. Electrochem. Soc., 143, 600, 1996.Google Scholar
- 21.J. Newman, Ind. Eng. Chem, Res., 34, 3208, 1995.CrossRefGoogle Scholar
- 22.S.A. Hallaj, H. Maleki, J.S. Hong, and J.R. Selman, J. Power Sources, 83, 1, 1999.Google Scholar
- 23.K. Kanari, K. Takano, Y. Saito, and T. Masuda, in Proceedings of the International Workshop on Advanced Batteries, Osaka, Japan, February 22–24, 1995.Google Scholar
- 24.D. Bernardi, E. Pawlikowski, and J. Newman, J. Electrochem. Soc., 132, 5, 1985.Google Scholar
- 25.L. Rao and J. Newman, J. Electrochem. Soc., 144, 2697, 1997.Google Scholar
- 26.K.E. Thomas and J. Newman. to be published.Google Scholar
- 27.K.E. Thomas, C. Bogatu, and J. Newman, J. Electrochem. Soc., 148, A570, 2001.CrossRefGoogle Scholar
- 28.C.R. Pals and J. Newman, J. Electrochem. Soc., 142, 3274, 1995.Google Scholar
- 29.G.G. Botte, B.A. Johnson, and R.E. White, J. Electrochem. Soc., 146, 914, 1999.CrossRefGoogle Scholar
- 30.R.M. Darling, “Lithium Manganese Oxide Spinel Electrodes.” Ph.D. Dissertation, University of California, Berkeley, 1998.Google Scholar
- 31.C.Y. Wang, W.B. Gu, and B.Y. Liaw, J. Electrochem. Soc., 145, 3407, 1998.Google Scholar
- 32.B. Wu and R.E. White, J. Power Sources, 92, 177, 2001.Google Scholar
- 33.Y. Zhang and H.Y. Cheh, J. Electrochem. Soc., 146, 850, 1999.Google Scholar
- 34.M. Doyle and J. Newman, Electrochim. Acta, 40, 2191, 1995.CrossRefGoogle Scholar
- 35.M. Doyle, J. Newman, A.S. Gozdz, C.N. Schmutz, and J.M. Tarascon, J. Electrochem. Soc., 143, 1890, 1996.Google Scholar
- 36.R. Darling and J. Newman, J. Electrochem. Soc., 145, 990, 1998.Google Scholar
- 37.F.B. Hildebrand, “Advanced Calculus for Applications.” Prentice-Hall Inc., Englewood Cliffs, NJ, 2nd ed., 1976.Google Scholar
- 38.M.J. Matlosz, “Experimental Methods and Software Tools for the Analysis of Electrochemical Systems.” Ph.D. Dissertation, University of California, Berkeley, 1985.Google Scholar
- 39.C. Wagner, J. Mathematics and Physics, 34, 289, 1954.Google Scholar
- 40.A. Acrivos and P.L. Chambré, Ind. Eng. Chem., 49, 1025, 1957.CrossRefGoogle Scholar
- 41.C.M. Doyle, Design and Simulation of Lithium Rechargeable Batteries, Ph.D. Dissertation, University of California, Berkeley, 1995.Google Scholar
- 42.W. McKinnon and R. Haering, “Physical Mechanisms of Intercalation,” in “Modern Aspects of Electrochemistry,” (R. White, J. Bockris, and B. Conway, eds.), vol. 15, p. 235 Plenum Press, New York, 1983.Google Scholar
- 43.A. Anani, S. Crouch-Baker, and R.A. Huggins, J. Electrochem. Soc., 134, 3098, 1987.Google Scholar
- 44.R. Darling and J. Newman, J. Electrochem. Soc., 146, 3765, 1999.CrossRefGoogle Scholar
- 45.H. Kanoh, Q. Feng, T. Hirotsu, and K. Ooi, J. Electrochem. Soc., 143, 2610, 1996.Google Scholar
- 46.M.W. Verbrugge and B.J. Koch, J. Electrochem. Soc., 146, 833, 1999.CrossRefGoogle Scholar
- 47.B. Paxton and J. Newman, J. Electrochem. Soc., 143, 1287, 1996.Google Scholar
- 48.Z. Mao and R.E. White, J. Electrochem. Soc., 141, 151, 1994.Google Scholar
- 49.R. Pollard, “Mathematical Modeling of the Lithium-Aluminum, Iron Sulfide Battery.” Ph.D. Dissertation, University of California, Berkeley, 1979.Google Scholar
- 50.J. Dunning, D.N. Bennion, and J. Newman, J. Electrochem. Soc., 120, 906, 1973.Google Scholar
- 51.M. Abyanch and M. Fleischmann, in Proceedings of the Electrochemical Society (R. E. White, M. W. Verbrugge, and J. F. Stockel, eds.), vol. 91–10, p. 96, Penningtion, NJ, 1991.Google Scholar
- 52.J.S. Chen and H.Y. Cheh, J. Electrochem. Soc., 140, 1213, 1993.Google Scholar
- 53.D.M. Bernardi, J. Electrochem. Soc., 137, 1670, 1990.Google Scholar
- 54.V. Srinivasan, J.W. Weidner, and R.E. White, J. Solid State Electrochem., 4, 367, 2000.CrossRefGoogle Scholar
- 55.M. Sinha, A Mathematical Model for the Porous Nickel Hydroxide Electrode. Ph.D. Dissertation, University of California, Los Angeles, 1982.Google Scholar
- 56.M.E. Orazem and J. Newman, “Photoelectrochemical Devices for Solar Energy Conversion” in Modern Aspects of Electrochemistry, vol. 18, Plenum Press, New York, 1986.Google Scholar
- 57.M.E. Orazem and J. Newman, J. Electrochem. Soc., 131, 2569, 1984.Google Scholar
- 58.H.S. Carslaw and J.C. Jaeger, “Operational Methods in Applied Mathematics.” Oxford University Press, London, 2nd ed., 1948.Google Scholar
- 59.K.P. Ta and J. Newman, J. Electrochem. Soc., 145, 3860, 1998.Google Scholar
- 60.R. Darling and J. Newman, J. Electrochem. Soc., 144, 4201, 1997.Google Scholar
- 61.G.S. Nagarajan, J.W. vanZee, and R.M. Spotnitz, J. Electrochem. Soc., 145, 771, 1998.Google Scholar
- 62.A.B. Yu, R.P. Zou, and N. Standish, Ind. Eng. Chem. Res., 35, 3730, 1996.CrossRefGoogle Scholar
- 63.M. Doyle, J.P. Meyers, and J. Newman, J. Electrochem. Soc., 147, 99, 2000.Google Scholar
- 64.B. Pillay, “Design of Electrochemical Capacitors for Energy Storage,” Ph.D. Dissertation, University of California, Berkeley, 1996.Google Scholar
- 65.I. Ong and J. Newman, J. Electrochem. Soc., 146, 4360, 1999.CrossRefGoogle Scholar
- 66.V. Battaglia and J. Newman, J. Electrochem. Soc., 142, 1423, 1995.Google Scholar
- 67.K.J. Vetter, “Electrochemical Kinetics, Theoretical and Experimental Aspects.” Academic Press, New York, 1967.Google Scholar
- 68.K.C. Tsaur and R. Pollard, J. Electrochem. Soc., 131, 975, 1984.Google Scholar
- 69.K.C. Tsaur and R. Pollard, J. Electrochem. Soc., 131, 984, 1984.Google Scholar
- 70.P. Arora, M. Doyle, A.S. Gozdz, R.E. White, and J. Newman, J. Power Sources, 88, 219, 2000.Google Scholar
- 71.P. Arora, M. Doyle, and R. E. White, J. Electrochem. Soc., 146, 3543, 1999.CrossRefGoogle Scholar
- 72.S.R. Narayanan, S. Surampudi, A.I. Attia, and C.P. Bankston, J. Electrochem. Soc., 138, 2224, 1991.Google Scholar
- 73.H. Hafezi and J. Newman. to be published.Google Scholar
- 74.A. Blyr, G. Amatucci, D. Guyomard, Y. Chabre, and J.M. Tarascon, J. Electrochem. Soc., 145, 194, 1999.Google Scholar
- 75.Z. Mao and R.E. White, in Proceedings of the Electrochemical Society (R.E. White, M.W. Verbrugge, and J.F. Stockel, eds.), vol. 91–10, p. 46, Penningtion, NJ, 1991.Google Scholar
- 76.E.J. Podlaha and H.Y. Cheh, J. Electrochem. Soc., 141, 15, 1994.Google Scholar
- 77.D.M. Bernardi and M.K. Carpenter, J. Electrochem. Soc., 142, 2631, 1995.Google Scholar
- 78.D. Bernardi and J. Newman, J. Electrochem. Soc., 134, 1309, 1987.Google Scholar
- 79.W.B. Gu, C.Y. Wang, J.W. Weidner, R.G. Jungst, and G. Nagasubramanian, J. Electrochem. Soc., 147, 427, 2000.Google Scholar
- 80.D. Bernardi, H. Gu, and A.Y. Schoene, J. Electrochem. Soc., 140, 2250, 1993.Google Scholar
- 81.D. Bernardi, E. Pawlikowski, and J. Newman, J. Electrochem. Soc., 135, 2922, 1988.Google Scholar
- 82.D.A.G. Bruggeman, Annalen der Physik, 24, 636–679, 1935.Google Scholar
- 83.D.R. Shriver, R. Dupon, and M. Stainer, J. Power Sources, 9, 383, 1983.Google Scholar
- 84.G. Tsagaropoulos and A. Eisenberg, Macromolecules, 28, 6067, 1995.Google Scholar
- 85.X. Cheng, C. Wang, A.M. Sastry, and S.B. Choi, J. Engineering Materials and Tech.. 121, 514, 1999.Google Scholar
- 86.G.G. Trost, V. Edwards, and J.S. Newman, “Electrochemical Reaction Engineering,” in Chemical Reaction and Reactor Engineering, p. 923, Marcel Dekker, Inc., New York, 1987.Google Scholar
- 87.M.W. Verbrugge, J. Electrostatics, 34, 61, 1995.CrossRefGoogle Scholar
- 88.D.R. Baker and M.W. Verbrugge, J. Electrochem. Soc., 146, 2413, 1999.CrossRefGoogle Scholar
- 89.W.H. Tiedemann and J. Newmann, in Proc. Symp. Battery Design and Opt. (S. Gross, ed.), vol. 79–1, p. 39, The Electrochemical Society, Princeton, NJ, 1979.Google Scholar
- 90.W.H. Tiedemann and J. Newman, in 154thMeeting of the Electrochemical Societey, p. 169, 1979.Google Scholar
- 91.J. Newman and W. Tiedemann, J. Electrochem. Soc., 140, 1961, 1993.Google Scholar
- 92.T.I. Evans and R.E. White, J. Electrochem. Soc., 136, 2145, 1989.Google Scholar
- 93.E.J. Podlaha and H.Y. Cheh, J. Electrochem. Soc., 141, 1751, 1994.Google Scholar
- 94.J. Lee, K.W. Choi, N.P. Yao, and C.C. Christiansen, J. Electrochem. Soc., 133, 1286, 1986.Google Scholar
- 95.Y. Chen and J.W. Evans, J. Electrochem. Soc., 141 2947, 1994.Google Scholar
- 96.Y. Chen and J.W. Evans, J. Electrochem. Soc., 143 2708, 1996.Google Scholar
- 97.J. Newman and W. Tiedemann, J. Electrochem. Soc., 142, 1054, 1995.Google Scholar
- 98.J. Euler and W. Nonnenmacher, Electrochimica Acta, 2, 268, 1960.CrossRefGoogle Scholar
- 99.J. Newman and C.W. Tobias, J. Electrochem. Soc., 109, 1183, 1962.Google Scholar
- 100.L. Song and J.W. Evans, J. Electrochem. Soc., 147, 2086, 2000.Google Scholar
- 101.C.R. Pals and J. Newman, J. Electrochem. Soc., 142, 3282, 1995.Google Scholar
- 102.M.W. Verbrugge, AIChE J., 41, 1550, 1995.CrossRefGoogle Scholar
- 103.W. Tiedemann and J. Newman, J. Electrochem. Soc., 122, 1482, 1975.Google Scholar
- 104.J. Newman, J. Electrochem. Soc., 142, 97, 1995.Google Scholar
- 105.M. Doyle and J. Newman, J. Power Sources, 54, 46, 1995.Google Scholar
- 106.S. Atlung, B. Zachau-Christiansen, K. West, and T. Jacobsen, J. Electrochem. Soc., 131, 1200, 1984.Google Scholar
- 107.B.C. Knutz, K. West, B. Zachau-Christiansen, and S. Atlung, J. Power Sources, 43–44, 733, 1993.Google Scholar
- 108.M. Doyle and J. Newman, J. Appl. Electrochem., 27, 846, 1997.CrossRefGoogle Scholar
- 109.M. Doyle and J. Newman, “Analysis of Capacity-Rate Behavior Using Simplified Models for the Discharge Process of Lithium Batteries,” unpublished, 1997.Google Scholar
- 110.S. Atlung, K. West, and T. Jacobsen, J. Electrochem. Soc., 126, 1311, 1979.Google Scholar
- 111.R. Darling and J. Newman, J. Electrochem. Soc., 144, 3057, 1997.Google Scholar
- 112.M. Doyle, T.F. Fuller, and J. Newman, Electrochim. Acta, 39, 2073, 1994.CrossRefGoogle Scholar
- 113.K.E. Thomas, S.E. Sloop, J.B. Kerr, and J. Newman, J. Power Sources, 89, 132, 2000.Google Scholar
- 114.T.F. Fuller, M. Doyle, and J. Newman, J. Electrochem. Soc., 141, 982, 1994.Google Scholar
- 115.R. Pollard and J. Newman, J. Electrochem. Soc., 128, 503, 1981.Google Scholar
- 116.M. Doyle, J. Newman, and J. Reimers, J. Power Sources, 52, 211, 1994.Google Scholar
- 117.C. Fellner and J. Newman, J. Power Sources, 85, 229, 2000.Google Scholar
- 118.Y.M. Chiang and B. Hellweg, in 200th Meeting of the Electrochemical Society, p. 144, San Francisco, CA, September 3–7 2001Google Scholar
- 119.D. Guyomard and J.M. Tarascon, Solid State Ionics, 69, 222, 1994.CrossRefGoogle Scholar
- 120.Y. Ma, M. Doyle, T.F. Fuller, M.M. Doeff, L.C. de Jonghe, and J. Newman, J. Electrochem. Soc., 142, 1859, 1995.Google Scholar
- 121.H. Hafezi and J. Newman, J. Electrochem. Soc., 147, 3036, 2000.Google Scholar
- 122.P. Georen and G. Lindbergh, Electrochim. Acta, 47, 577, 2001.Google Scholar
- 123.W. Weppner and R.A. Huggins, J. Electrochem. Soc., 114, 1569, 1977.Google Scholar
- 124.J. Newman and T.W. Chapman, AIChE J., 19, 343, 1973.Google Scholar
- 125.C. Ho, I.D. Raistrick, and R.A. Huggins, J. Electrochem. Soc., 127, 343, 1980.Google Scholar
- 126.D. Zhang, B.N. Popov, and R.E. White, J. Electrochem. Soc., 147, 831, 2000.Google Scholar
- 127.J.P. Meyers, M. Doyle, R.M. Darling, and J. Newman, J. Electrochem. Soc., 147, 2930, 2000.Google Scholar