Theories and Models of Ion Diffusion

  • Junko Habasaki
  • Carlos León
  • K. L. Ngai
Chapter
Part of the Topics in Applied Physics book series (TAP, volume 132)

Abstract

This chapter describes some models that are often used in trying to understand experimental data and fundamental questions in ion diffusion in ionically conducting materials. The basics of linear response theory are introduced first, with the definition of the linear response function, the Kramers-Kronig relations, and the Fluctuation-Dissipation theorem. A second section is devoted to present the Debye model and several other phenomenological descriptions of dielectric relaxation in materials whose electrical response is dominated by bound charges. This helps to understand the conductivity relaxation that occurs in materials with mobile charges like ionic conductors, and to introduce the so called conductivity formalism and electric modulus formalism for the analysis of experimental data of ion diffusion dynamics. A simple model of ion hopping is introduced that accounts for the thermally activated behavior often found in ionic conductivity data. The relationship between non-Debye relaxation and non-Gaussianity of the dynamics in the real space is also discussed in this chapter. Finally, three different models for ion diffusion are described in some detail. These are the Random Barrier Model, the MIGRATION concept, and the Coupling Model.

Keywords

Dielectric Relaxation Mean Square Displacement Electric Modulus Wait Time Distribution Linear Response Theory 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

References

  1. 1.
    L. Landau, E. Lifschitz, Textbook of Theoretical Physics, Vol. V. Statistical Physics (Akademie-Verlag, Berlin, 1979).Google Scholar
  2. 2.
    F. Kremer, A. Schönhals (eds.), Broadband Dielectric Spectroscopy (Springer, Berlin, 2012), p. 729Google Scholar
  3. 3.
    R. de L. Kronig, J. Opt. Soc. Am. 12, 547 (1926)Google Scholar
  4. 4.
    H. Kramers, Atti Del Congr. Internazionale Dei Fis, 2nd edn. (Bologna Zanichelli, 1927), p. 545Google Scholar
  5. 5.
    C.F. Bohren, Eur. J. Phys. 31, 573 (2010)CrossRefGoogle Scholar
  6. 6.
    J.D. Jackson, Classical Electrodynamics (Wiley, New York, 1999)Google Scholar
  7. 7.
    H. Nyquist, Phys. Rev. 32, 110 (1928)CrossRefGoogle Scholar
  8. 8.
    H.B. Callen, T.A. Welton, Phys. Rev. 83, 34 (1951)CrossRefGoogle Scholar
  9. 9.
    G. Williams, J. Fournier, J. Chem. Phys. 104, 5690 (1996)CrossRefGoogle Scholar
  10. 10.
    L. Onsager, Phys. Rev. 37, 405 (1931)CrossRefGoogle Scholar
  11. 11.
    L. Onsager, Phys. Rev. 38, 2265 (1931)CrossRefGoogle Scholar
  12. 12.
    C.J.F. Böttcher, P. Bordewijk, Theory of Electric Polarization, Vol. II: Dielectrics in Time-Dependent Fields (Elsevier, Amsterdam/Oxford/New York, 1978)Google Scholar
  13. 13.
    P. Debye, Phys. Z. 13, 97 (1912)Google Scholar
  14. 14.
    P. Debye, Ber. Deut. Phys. Ges. 55, 777 (1913)Google Scholar
  15. 15.
    G. Adam, J.H. Gibbs, J. Chem. Phys. 43, 139 (1965)CrossRefGoogle Scholar
  16. 16.
    K. Schmidt-Rohr, H. Spiess, Phys. Rev. Lett. 66, 3020 (1991)CrossRefGoogle Scholar
  17. 17.
    E. Weeks, J. Crocker, A. Levitt, A. Schofield, D. Weitz, Science 287, 627 (2000)CrossRefGoogle Scholar
  18. 18.
    K.L. Ngai, Relaxation and Diffusion in Complex Systems (Springer, New York, 2011), p. 835CrossRefGoogle Scholar
  19. 19.
    R. Kohlrausch, Ann. Der Phys. Und Chemie 167, 179 (1854)CrossRefGoogle Scholar
  20. 20.
    G. Williams, D.C. Watts, Trans. Faraday Soc. 66, 80 (1970)CrossRefGoogle Scholar
  21. 21.
    G. Williams, D.C. Watts, S.B. Dev, A.M. North, Trans. Faraday Soc. 67, 1323 (1971)CrossRefGoogle Scholar
  22. 22.
    M. Cardona, R.V. Chamberlin, W. Marx, Ann. Phys. 16, 842 (2007)CrossRefGoogle Scholar
  23. 23.
    G. Williams, IEEE Trans. Electr. Insul. EI-17, 469 (1982)CrossRefGoogle Scholar
  24. 24.
    G. Williams, IEEE Trans. Electr. Insul. EI-20, 843 (1985)CrossRefGoogle Scholar
  25. 25.
    K. Tsang, K. Ngai, Phys. Rev. E 56, R17 (1997)CrossRefGoogle Scholar
  26. 26.
    K.L. Ngai, J. Habasaki, Y. Hiwatari, C. Leon, J. Phys. Condens. Matter 15, S1607 (2003)CrossRefGoogle Scholar
  27. 27.
    S. Havriliak, S. Negami, J. Polym. Sci. Part C Polym. Symp. 14, 99 (1966)CrossRefGoogle Scholar
  28. 28.
    A. Jonscher, Dielectric Relaxation in Solids (Chelsea, London, 1983)Google Scholar
  29. 29.
    K.S. Cole, R.H. Cole, J. Chem. Phys. 9, 341 (1941)CrossRefGoogle Scholar
  30. 30.
    D.W. Davidson, R.H. Cole, J. Chem. Phys. 19, 1484 (1951)CrossRefGoogle Scholar
  31. 31.
    I.M. Hodge, K.L. Ngai, C.T. Moynihan, J. Non-Cryst. Solids 351, 104 (2005)CrossRefGoogle Scholar
  32. 32.
    C. Angell, Annu. Rev. Phys. Chem. 43, 693 (1992)CrossRefGoogle Scholar
  33. 33.
    J. Dyre, T. Schrøder, Rev. Mod. Phys. 72, 873 (2000)CrossRefGoogle Scholar
  34. 34.
    K.L. Ngai, A.K. Jonscher, C.T. White, Nature 277, 185 (1979)CrossRefGoogle Scholar
  35. 35.
    K.L. Ngai, J. Habasaki, C. León, A. Rivera, Z. Phys. Chem. 219, 47 (2005)Google Scholar
  36. 36.
    C. León, J. Habasaki, K.L. Ngai, Zeitschrift Für Phys. Chemie 223, 1311 (2009)CrossRefGoogle Scholar
  37. 37.
    K. Funke, Prog. Solid State Chem. 22, 111 (1993)CrossRefGoogle Scholar
  38. 38.
    A.K. Jonscher, Nature 267, 673 (1977)CrossRefGoogle Scholar
  39. 39.
    D.P. Almond, A.R. West, R.J. Grant, Solid State Commun. 44, 1277 (1982)CrossRefGoogle Scholar
  40. 40.
    C. Cramer, K. Funke, T. Saatkamp, Philos. Mag. Part B 71, 701 (1995)CrossRefGoogle Scholar
  41. 41.
    K. Funke, Solid State Ionics 169, 1 (2004)CrossRefGoogle Scholar
  42. 42.
    D. Sidebottom, B. Roling, K. Funke, Phys. Rev. B 63, 024301 (2000)CrossRefGoogle Scholar
  43. 43.
    J.C. Dyre, P. Maass, B. Roling, D.L. Sidebottom, Rep. Prog. Phys. 72, 046501 (2009)CrossRefGoogle Scholar
  44. 44.
    D. Sidebottom, Phys. Rev. Lett. 82, 3653 (1999)CrossRefGoogle Scholar
  45. 45.
    C. León, M. Lucia, J. Santamaria, Phys. Rev. B 55, 882 (1997)CrossRefGoogle Scholar
  46. 46.
    C.T. Moynihan, J. Non-Cryst. Solids 172–174, 1395 (1994)CrossRefGoogle Scholar
  47. 47.
    C. Moynihan, Solid State Ionics 105, 175 (1998)CrossRefGoogle Scholar
  48. 48.
    K.L. Ngai, C.T. Moynihan, MRS Bull. 23, 51 (1998)CrossRefGoogle Scholar
  49. 49.
    P.B. Macedo, C.T. Moynihan, R. Bose, Phys. Chem. Glas. 13, 171 (1972)Google Scholar
  50. 50.
    T.J. Higgins, L.P. Boesch, V. Volterra, C.T. Moynihan, P.B. Macedo, J. Am. Ceram. Soc. 56, 334 (1973)CrossRefGoogle Scholar
  51. 51.
    F.S. Howell, R.A. Bose, P.B. Macedo, C.T. Moynihan, J. Phys. Chem. 78, 639 (1974)CrossRefGoogle Scholar
  52. 52.
    C.T. Moynihan, L.P. Boesch, N.L. Laberge, Phys. Chem. Glas. 14, 122 (1973)Google Scholar
  53. 53.
    J.R. Macdonald, J. Chem. Phys. 102, 6241 (1995)CrossRefGoogle Scholar
  54. 54.
    B.A. Boukamp, Solid State Ionics 20, 31 (1986)Google Scholar
  55. 55.
    B. Boukamp, J.R. Macdonald, Solid State Ionics 74, 85 (1994)CrossRefGoogle Scholar
  56. 56.
    C. León, M.L. Lucía, J. Santamaría, Philos. Mag. Part B 75, 629 (1997)CrossRefGoogle Scholar
  57. 57.
    F. Alvarez, A. Alegra, J. Colmenero, Phys. Rev. B 44, 7306 (1991)CrossRefGoogle Scholar
  58. 58.
    K.L. Ngai, J. Chem. Phys. 98, 6424 (1993)CrossRefGoogle Scholar
  59. 59.
    P. Kofstad, T. Norby, Defects and Transport in Crystalline Solids (University of Oslo, Oslo, 2007)Google Scholar
  60. 60.
    M.S. Islam, C.A.J. Fisher, Chem. Soc. Rev. 43, 185 (2014)CrossRefGoogle Scholar
  61. 61.
    G. Ceder, MRS Bull. 35, 693 (2011)CrossRefGoogle Scholar
  62. 62.
    L. Malavasi, C.A.J. Fisher, M.S. Islam, Chem. Soc. Rev. 39, 4370 (2010)CrossRefGoogle Scholar
  63. 63.
    Y. Wang, W.D. Richards, S.P. Ong, L.J. Miara, J.C. Kim, Y. Mo, G. Ceder, Nat. Mater. 14, 1026 (2015)CrossRefGoogle Scholar
  64. 64.
    Z. Wojnarowska, M. Paluch, J. Phys. Condens. Matter 27, 073202 (2015)CrossRefGoogle Scholar
  65. 65.
    T. Norby, Mater. Res. Soc. Bull. 34, 923 (2009)Google Scholar
  66. 66.
    C. Zener, Proc. R. Soc. A Math. Phys. Eng. Sci. 137, 696 (1932)CrossRefGoogle Scholar
  67. 67.
    K. Ngai, Solid State Ionics 105, 231 (1998)CrossRefGoogle Scholar
  68. 68.
    L. Van Hove, Phys. Rev. 95, 249 (1954)CrossRefGoogle Scholar
  69. 69.
    A. Rahman, K.S. Singwi, A. Sjölander, Phys. Rev. 126, 986 (1962)CrossRefGoogle Scholar
  70. 70.
    R. Kubo, J. Phys. Soc. Jpn. 12, 570 (1957)CrossRefGoogle Scholar
  71. 71.
    T. Odagaki, M. Lax, Phys. Rev. B 24, 5284 (1981)CrossRefGoogle Scholar
  72. 72.
    D. Ben-Avraham, S. Havlin, Diffusion and Reactions in Fractals and Disordered Systems (Cambridge University Press, Cambridge, 2000), p. 316CrossRefGoogle Scholar
  73. 73.
    S. Elliott, Solid State Ionics 27, 131 (1988)CrossRefGoogle Scholar
  74. 74.
    T. Odagaki, M. Lax, Phys. Rev. Lett. 45, 847 (1980)CrossRefGoogle Scholar
  75. 75.
    T. Odagaki, Phys. Rev. B 38, 9044 (1988)CrossRefGoogle Scholar
  76. 76.
    T. Nakayama, Rep. Prog. Phys. 65, 1195 (2002)CrossRefGoogle Scholar
  77. 77.
    T. Ishii, J. Phys. Soc. Jpn. 61, 924 (1992)CrossRefGoogle Scholar
  78. 78.
    T. Ishii, Solid State Ionics 40–41, 244 (1990)CrossRefGoogle Scholar
  79. 79.
    A. Bunde, H. Roman, S. Russ, A. Aharony, A. Harris, Phys. Rev. Lett. 69, 3189 (1992)CrossRefGoogle Scholar
  80. 80.
    E. Bacry, J. Delour, J.F. Muzy, Phys. Rev. E. Stat. Nonlin. Soft Matter Phys. 64, 026103 (2001)Google Scholar
  81. 81.
    M. Shlesinger, B. West, J. Klafter, Phys. Rev. Lett. 58, 1100 (1987)CrossRefGoogle Scholar
  82. 82.
    T. Geisel, J. Nierwetberg, A. Zacherl, Phys. Rev. Lett. 54, 616 (1985)CrossRefGoogle Scholar
  83. 83.
    J. Habasaki, K.L. Ngai, J. Chem. Phys. 129, 194501 (2008)CrossRefGoogle Scholar
  84. 84.
    J. Habasaki, I. Okada, Y. Hiwatari, Phys. Rev. B 55, 6309 (1997)CrossRefGoogle Scholar
  85. 85.
    A. Blumen, J. Klafter, B.S. White, G. Zumofen, Phys. Rev. Lett. 53, 1301 (1984)CrossRefGoogle Scholar
  86. 86.
    J. Habasaki, I. Okada, Y. Hiwatari, J. Phys. Soc. Jpn. 67, 2012 (1998)CrossRefGoogle Scholar
  87. 87.
    K. Popper, Conjectures and Refutations: The Growth of Scientific Knowledge (Routledge Classics, New York, 1963) Google Scholar
  88. 88.
    J.C. Kimball, L.W. Adams, Phys. Rev. B 18, 5851 (1978)CrossRefGoogle Scholar
  89. 89.
    J.C. Dyre, T.B. Schroeder, Phys. Status Solidi 230, 5 (2002)CrossRefGoogle Scholar
  90. 90.
    P.N. Butcher, J. Phys. C Solid State Phys. 7, 879 (1974)CrossRefGoogle Scholar
  91. 91.
    D.L. Stein, C.M. Newman, Phys. Rev. E 51, 5228 (1995)CrossRefGoogle Scholar
  92. 92.
    J.W. Haus, K.W. Kehr, Phys. Rep. 150, 263 (1987)CrossRefGoogle Scholar
  93. 93.
    J.C. Dyre, J. Appl. Phys. 64, 2456 (1988)CrossRefGoogle Scholar
  94. 94.
    T.B. Schrøder, J.C. Dyre, Phys. Chem. Chem. Phys. 4, 3173 (2002)CrossRefGoogle Scholar
  95. 95.
    V. Ambegaokar, B.I. Halperin, J.S. Langer, Phys. Rev. B 4, 2612 (1971)CrossRefGoogle Scholar
  96. 96.
    T. Schrøder, J. Dyre, Phys. Rev. Lett. 84, 310 (2000)CrossRefGoogle Scholar
  97. 97.
    S.D. Baranovskii, H. Cordes, J. Chem. Phys. 111, 7546 (1999)CrossRefGoogle Scholar
  98. 98.
    W. Dieterich, P. Maass, Chem. Phys. 284, 439 (2002)CrossRefGoogle Scholar
  99. 99.
    B. Roling, C. Martiny, K. Funke, J. Non-Cryst. Solids 249, 201 (1999)CrossRefGoogle Scholar
  100. 100.
    J.O. Isard, J. Non-Cryst. Solids 246, 16 (1999)CrossRefGoogle Scholar
  101. 101.
    K. Funke, R.D. Banhatti, S. Brückner, C. Cramer, C. Krieger, A. Mandanici, C. Martiny, I. Ross, Phys. Chem. Chem. Phys. 4, 3155 (2002)CrossRefGoogle Scholar
  102. 102.
    K. Funke, R.D. Banhatti, J. Non-Cryst. Solids 353, 3845 (2007)CrossRefGoogle Scholar
  103. 103.
    K. Funke, R.D. Banhatti, D.M. Laughman, L.G. Badr, M. Mutke, A. Santic, W. Wrobel, E.M. Fellberg, C. Biermann, Zeitschrift Für Phys. Chemie 224, 1891 (2010)CrossRefGoogle Scholar
  104. 104.
    K. Funke, R.D. Banhatti, Solid State Ionics 177, 1551 (2006)CrossRefGoogle Scholar
  105. 105.
    P. Singh, R.D. Banhatti, K. Funke, Phys. Chem. Glas. 46, 241 (2005)Google Scholar
  106. 106.
    K.L. Ngai, Comment Solid State Phys. 9, 141 (1980)Google Scholar
  107. 107.
    K.L. Ngai, C.T. White, Phys. Rev. B 20, 2475 (1979)CrossRefGoogle Scholar
  108. 108.
    K.L. Ngai, Comment Solid State Phys. 9, 127 (1980)Google Scholar
  109. 109.
    M. Gutzwiller, Chaos in Classical and Quantum Mechanics (Springer, Berlin, 1990)CrossRefGoogle Scholar
  110. 110.
    M.V. Berry, Proc. R. Soc. A Math. Phys. Eng. Sci. 413, 183 (1987)Google Scholar
  111. 111.
    M. Berry, Phys. Scr. 40, 335 (1989)CrossRefGoogle Scholar
  112. 112.
    O. Bohigas, Chaos Phys. Quantique Chaos Quantum Phys. 87 (1989)Google Scholar
  113. 113.
    O. Bohigas, M.J. Giannoni, C. Schmit, Phys. Rev. Lett. 52, 1 (1984)CrossRefGoogle Scholar
  114. 114.
    E.P. Wigner, Proceedings of Fourth Canadian Mathematical Congress (University Toronto Press, Toronto, 1957), p. 174Google Scholar
  115. 115.
    M.L. Mehta, Random Matrices, 2nd edn. (Academic, New York, 1991)Google Scholar
  116. 116.
    F.J. Dyson, J. Math. Phys. 3, 140 (1962)CrossRefGoogle Scholar
  117. 117.
    L. Gor’kov, G. Eliashberg, JETP 21, 940 (1965)Google Scholar
  118. 118.
    K.L. Ngai, S. Capaccioli, J. Phys. Condens. Matter 19, 205114 (2007)CrossRefGoogle Scholar
  119. 119.
    D. Bedrov, G.D. Smith, Macromolecules 39, 8526 (2006)CrossRefGoogle Scholar
  120. 120.
    I.A. Campbell, C. Giovannella (eds.), Relaxation in Complex Systems and Related Topics (Springer, Boston, 1990)Google Scholar
  121. 121.
    G. Kolata, Science 223, 917 (1984)CrossRefGoogle Scholar
  122. 122.
    E. Weeks, D. Weitz, Phys. Rev. Lett. 89, 095704 (2002)CrossRefGoogle Scholar
  123. 123.
    J. Habasaki, K.L. Ngai, J. Non-Cryst. Solids 352, 5170 (2006)CrossRefGoogle Scholar
  124. 124.
    T. Pakula, J. Mol. Liq. 86, 109 (2000)CrossRefGoogle Scholar
  125. 125.
    P. Polanowski, T. Pakula, J. Chem. Phys. 117, 4022 (2002)CrossRefGoogle Scholar

Copyright information

© Springer International Publishing Switzerland 2017

Authors and Affiliations

  • Junko Habasaki
    • 1
  • Carlos León
    • 2
  • K. L. Ngai
    • 3
  1. 1.Tokyo Institute of TechnologyYokohamaJapan
  2. 2.Facultad de FisicaUniversidad Complutense MadridMadridSpain
  3. 3.IPCFCNRPisaItaly

Personalised recommendations