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24   SORBENT SELECTION: CRITERIA

                     by Wei (1994). Wei’s analysis included concentration dependence of single-file
                     diffusion as well as some unsolved problems of zeolite diffusion. Here we will
                     only briefly discuss the concentration dependence of diffusivity and prediction
                     of multicomponent diffusivities from pure-component diffusivities.
                       The Fickian diffusivities for diffusion in zeolites and microporous materi-
                     als are generally concentration dependent. Although a variety of concentration
                     dependence has been reported (Yang, 1987), an increase in the diffusivity with
                     concentration is generally the rule. The observed concentration dependence is
                     similar to that seen for surface diffusion, that is,
                                                          1
                                                 D s,θ
                                                      =                            (3.23)
                                                D s,θ=0  1 − θ
                     where θ is the fractional surface coverage and D s is the surface diffusivity. This
                     dependence can be explained by the HIO model (Higashi et al., 1963), based on
                     the random walk (or hop) of molecules. It assumes that the transit time between
                     sites is negligibly relative to the residence time,  t, at each site, given by:

                                                1      − E/RT
                                                   = ve                            (3.24)
                                                 t

                     where v is the vibrational frequency of the bond that holds the molecule to
                     the site, and  E is the effective bond energy, that is, the difference in energy
                     between the states corresponding to adsorption at the ground vibrational level
                     of the bond and the free mobility on the surface. The surface diffusivity is thus
                     obtained by the Einstein equation, Eq. 3.21. It is further assumed that when a
                     molecule encounters a site already occupied by another molecule, it immediately
                     bounces off and continues without stopping until it finds an unoccupied site at
                     which to rest. The average number of jumps a molecule takes to find an empty
                     site at surface coverage θ is

                                              ∞
                                                         k−1     1
                                         η θ =   k(1 − θ)θ  =                      (3.25)
                                                               1 − θ
                                              k=1
                     which takes the same length of time,  t. Thus the relation in Eq. 3.23 is obtained.
                       The HIO model predicts values in agreement with experimental data reason-
                     ably well up to θ = 0.6 or 0.7. At higher values of θ, the values predicted
                     become greater than those measured. When θ = 1, the model would give a value
                     of infinity. This discrepancy has been circumvented by a modified model in
                     which multilayer adsorption is allowed and a finite residence time is assigned
                     to the second and higher-number layers (Yang et al., 1973). To account for the
                     second-layer adsorption, the result from the modified model gives:

                                 D s                      1
                                      =                                            (3.26)
                                D s,θ=0  1 − θ + θ(v 1 /v 2 ) exp[−( E 1 −  E 2 )/RT ]
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