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               286                                                                         Membranes, Synthetic, Applications


               the first power of the shear rate at the membrane surface  Combined surface modification and management of fluid
                                                         2
               and the square of the particle size, viz., D S = 0.03d γ o .  dynamics at the membrane surface are effective tools for
                                                         p
               For example, the shear-induced diffusion coefficient for  fouling avoidance.
               a1-µm diameter particle at a shear rate of 1000 sec −1
                           2
                      −7
               is 3 × 10 cm /sec—more than two orders of magnitude
                                                                   2. Sorption-Diffusion Separation Mechanisms
               higher than for simple Brownian diffusion of such a par-
               ticle in water at ambient temperature (Belfort, Davis, and  Asthesizedifferencebetweenpenetrantsdecreases,mole-
               Zydney, 1994). Under such conditions, the steady state  cular sorption and diffusion phenomena control their rel-
               permeation flux is expected to be proportional to the shear  ative permeation rates across the ideal rate-limiting layer
               rate and to increase with particle size, consistent with ac-  in  Fig.  2.  As  noted  earlier,  so-called  nano  porous  me-
                                                                                                       ˚
               tual data. Shear-induced diffusion is a factor for parti-  dia (e.g., pores ∼1–2 nanometers or 10–20 A diame-
               cles in the range of 0.5–30 µm, which comprises much  ter) are usually felt to exist at this limit. Dialysis, elec-
               of the practically important size range for microfiltration  trodialysis, and nanofiltration processes operate in this
               (Belfort, Davis, and Zydney, 1994).               complex region to perform a selective sorting of electro-
                 The so-called “inertial lift” phenomenon is another  lytes and other small molecules under mild concentration
               factor opposing membrane fouling for microfiltration  or electrical driving forces. Recent reviews of membrane-
               (Belfort, Davis, and Zydney, 1994). If the conditions are  related aspects of electrodialysis and hemodialysis are
               such that the inertial lift velocity is sufficient to offset  availablefortheinterestedreader(Baker,Cussler,Eykamp
               the opposing permeate velocity, then the particles are  et al., 1991; Nakao, 1994). The greatest difficulty and am-
               not expected to be deposited on the membrane. Inertial  biguity in defining pore sizes occur as pores approach mi-
                                                                                                       ˚
               lift arises from nonlinear interaction of a particle with  cromolecular dimensions on the order of 5–10 A and less.
               the surrounding flow field under conditions where the  Low salt rejection RO membranes (e.g., R < 0.5 for
               Reynolds number based on the particle size is large  NaCl) are sometimes classified as “nanoporous” and al-
               enough to cause the nonlinear inertial terms in the  low retention of sugars and large molecules while perme-
               Navier–Stokes equations to be significant (Belfort, Davis,  ating small electrolytes. In this case, a hindered transport
               and  Zydney,  1994).  The  inertial  lift  increases  with  the  description of the process would be appropriate with the
               cube of the particle size and the square of the tangential  water and nonrejected electrolytes being treated as a single
               shear rate.                                       “fluid” and the rejected sugar considered the solute.
                 Besides the above subtle effects, simple crossflow-  Good quality RO membranes can reject >95–99% of
               induced drag of the deposited cake toward the filter exit  the  NaCl  from  aqueous  feed  streams  (Baker,  Cussler,
               can also help prevent excessive cake accumulation. The  Eykamp et al., 1991; Scott, 1981). The morphologies of
               tangential drag force can be estimated, but the rheology  these membranes are typically asymmetric with a thin
               of the cake may be complex, so prediction of this an-  highly selective polymer layer on top of an open sup-
               tifouling force is difficult. Nevertheless, maximizing these  port structure. Two rather different approaches have been
               velocities is useful, since all the above fluid dynamic ef-  used to describe the transport processes in such mem-
               fects help prevent fouling under high crossflow conditions.  branes:  the  solution-diffusion  (Merten,  1966)  and  sur-
               Such antifouling measures come as an expense of me-  face force capillary flow model (Matsuura and Sourirajan,
               chanical energy input in the form of pump work, and  1981). In the solution-diffusion model, the solute moves
               hence operational costs for the system. Ongoing work  within the essentially homogeneously solvent swollen
               seeks to optimize the use of such mechanical energy in-  polymer matrix. The solute has a mobility that is de-
               puts to reduce solute accumulation. Unsteady and sec-  pendent upon the free volume of the solvent, solute, and
               ondary flows can also be used to help prevent bound-  polymer. In the capillary pore diffusion model, it is as-
               ary layers stabilization even at relatively low Reynolds  sumed that separation occurs due to surface and fluid
               numbers. Taylor and Dean vortex flows, rough channels,  transport phenomena within an actual nanopore. The pore
               flow reversals, rotating flows, torsional oscillating flows,  surface is seen as promoting preferential sorption of the
               and even internally moving wipers have been used in ex-  solvent and repulsion of the solutes. The model envisions
               treme cases with pastes, pulps, foods, pulp, and other  a more or less pure solvent layer on the pore walls that
               difficult  to  process  feeds  (Belfort,  Davis,  and  Zydney,  is forced through the membrane capillary pores under
               1994).                                            pressure.
                 In addition to fluid dynamics, surface modification of  For truly high rejection reverse osmosis membranes,
               the membrane can reduce the attractive forces or even  the “solution-diffusion” description of this process is
               create repulsive ones between potential fouling solutes  the most popular and probably the most realistic. In this
               and the membrane (Belfort, Davis, and Zydney, 1994).  case, the high osmotic pressure difference between the
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