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346                            Fundamentals of Water Treatment Unit Processes: Physical, Chemical, and Biological



                 whereas the hydroxide floc data with sand and anthra-
                                                                       A interception
                 cite are more useful as reference for practical applica-  B sedimentation
                 tion. Note that Equation 12.13, that is, l ¼ l o þ cs,is  C diffusion
                 included first for historical reasons since it was
                                                                                           B
                 included in Iwasaki’s paper, and second it acknow-
                 ledges that the filter coefficient changes as the media
                 becomes ‘‘clogged’’ with solids. The c coefficient is
                 affected, however, by a number of variables and
                                                                                              A
                 cannot be quantified easily.
                                                                                           C
            12.3.3.2  Filter Coefficient
                                                                       Collector
            O’Melia and Stumm (1967) recognized that the filtration
            process has two steps: (1) transport (affected by physical                           Streamlines
            factors) and (2) attachment (affected by chemical factors). A
            particle to be removed must reach a sand grain, that is, a
            ‘‘collector,’’ and then it must attach. These steps explain
            then, in simple terms, the process of depth filtration. Later,
            Yao et al. (1971) disaggregated the Iwasaki filter coefficient  FIGURE 12.19  Transport mechanisms. (Adapted from Yao, K.M.
            (see Equation 12.14) mathematically in terms of these two  et al., Environ. Sci. Technol., 11(5), 1106, 1971.)
            steps, that is, transport and attachment, that is,
                                                               one-half particle diameter distance from a collector). Two
                                3   1   e
                                            ah         (12:17)  other mechanisms are inertia and shear, which are considered
                           l ¼
                                2     d
                                                               not important.
            where
                                      3               3           1. Interception: The transport of a coagulated particle to
              e is the filter bed porosity (m of void volume=m of filter
                                                                    a spherical collector by advection along a streamline
                bed volume)
                                                                    is interception. The particle at A in Figure 12.19
              d is the grain diameter (m)
                                                                    illustrates.
              a is the number of contacts which produce a particle col-
                                                                  2. Diffusion: Random motion due to thermal energy is
                lector adhesion divided by the number of particle
                                                                    superimposed upon the advective motion within the
                collector collisions, called attachment efficiency (number
                                                                    filter media, as defined by a given streamline. The
                of particle collector attachments=number of particle
                                                                    particle at C in Figure 12.19 illustrates.
                collector collisions)
                                                                      The contact frequency between particles and col-
              h is the rate at which particles strike a collector divided by
                                                                    lectors depends upon the number of random ‘‘steps’’
                the rate at which particles flow toward the collector,
                                                                    per unit time, which is proportional to temperature
                called the transport efficiency (particle collector colli-                               2
                                                                    (i.e., from molecular theory of gases, 1=2mv ¼ kT,
                sions=particle flux associated with a given collector)
                                                                    which is not perfectly transferred to particles in
                                                                    liquids). If N ¼ number of steps=s, then the number
              The first group of terms, that is, (3=2)   (1   e)=d, is the
                                                                    of steps per unit length along a streamline is N=  v.
            grain surface area per unit volume of filter bed, that is,
                                                                    Therefore, the lower the interstitial velocity, the
            the ‘‘specific surface’’ (Ives and Sholji, 1965, p. 3) with the
                                                                    more steps per unit distance, which in turn increases
            3=2 referring to a spherical particle shape. The transport and
                                                                    the probability of particle-filter grain contact by dif-
            attachment coefficients, that is, a and h, respectively, are
                                                                    fusion. Thermally induced random motion can be
            delineated further in the sections that follow.
                                                                    observed microscopically, for example, for Staphylo-
                                                                    coccus aureus bacteria, which is about 1 mm in size
            12.3.3.3  Transport Coefficient                          (Hendricks et al., 1970, p. 19).
            The transport step involves getting a coagulated particle to  3. Sedimentation: The third major transport mechan-
            a collector (a term used often by theoreticians in referring to a  ism, sedimentation, is described mathematically by
            grain of the filter medium). The three transport mechanisms  Stoke’s law. Adding the gravitational velocity vector
            are interception, diffusion, sedimentation (Yao et al., 1971).  (as defined by Stoke’s law) to the advective velocity
            Figure 12.19 illustrates the path of a single particle for each  vector, which is tangent to a streamline at any
            mechanism. The diffusion and sedimentation mechanisms   given point, gives a resultant particle trajectory that
            cause particles to cross streamlines and thus be transported  incorporates the influence of gravity. The particle at
            to the proximity where attachment with a media grain could  point B in Figure 12.19 illustrates how the particle
            occur. With interception, the particle follows the streamline  trajectory is modified from its advective path along a
            and may ‘‘brush’’ a collector (for streamlines that pass within  streamline to a path influenced by gravity.
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