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Rapid Filtration                                                                                 349


              Example 12.3 Set Up a Spreadsheet to Calculate
                                                                    TABLE 12.4
              h and l and the Associated C=C o
                                                                    Zeta Potentials for Filter Media
              Problem description                                                                     Zeta
              The transport coefficient has three components, that is,                                Potential
              interception, diffusion, and sedimentation, each affected
                                                                    Material                    pH    (mV)
              by independent variables, as given in Equations 12.18
              through 12.20. The effect of each independent variable  Ottawa sand (sieved and rinsed)  4.0   30
              on the component transport coefficients and the total trans-                       5.5    68
              port coefficient can be seen most easily by setting up the                         7.0    100
              equations in a spreadsheet with a linked plot to the results.  Ottawa sand—coated with Al(OH)3  5.5  þ80
              The effect of particle size is demonstrated in this example.                      8.8    30
              Given                                                 Glass beads—washed (chromic  5.5   140
              Assume default values for the independent variables of  acid=acetone=dist. water)
              Equations 12.18, 12.21, and 12.20 as given in Table
              CD12.3.                                               Source:  Adapted from Truesdale et al., J. Environ. Eng.
                                                                          Div., ASCE, 124(12), 1220, 1998.
              Required
              A spreadsheet is needed in order to do a sensitivity analy-
              sis to estimate the effect of any independent variable.
                                                               12.3.3.4.2  Factors Affecting Attachment
              Solution
              Table CD12.3 shows a spreadsheet formatted to calculate  O’Melia and Stumm (1967) stated that particle adhesion to
              dependent variables with associated plots, as seen in  sand grains is promoted at low pH (resulting in higher zeta
              Figure 12.20a and b; similar figures are embedded in the  potentials as seen in Table 12.4 for Ottawa sand). Attachment
              spreadsheet, but without numbers. Change selected vari-  to previously deposited particles is highest at the iso electric
              ables, such as particle size to estimate the effect on l.  point (the iso electric point is the pH at which the zeta
              Particle size is a key variable and can be explored with  potential is zero and by interpolation is at pH ¼ 7.9 for the
              all other variables held constant.               data of Table 12.4). O’Melia and Ali (1978) suggested further
              Discussion                                       that filtration in ‘‘ripened’’ filter media is merely an extension
              The Excelt spreadsheet is set up to explore the effect of  of flocculation in that floc particles attach to floc-coated
              any of the independent variables on h and l. In the case  collectors.
              shown, d p is changed over the range that may be found in
              practice and the effect on the dependent variables, h and l  12.3.3.4.3  Forces in Attachment
              can be seen in the linked plot. The effect of any of the  O’Melia and Stumm (1967) proposed that the forces between a
              other variables may be explored in the same fashion. The  suspended particle and a filter grain were the sum of the van der
              plot shows a minimum value in the transport coefficient, h  Waals attractive forces and the coulombic repulsion. As in
              (and at the same time the filter coefficient, l), at d p   1–2  coagulation, suppression of the double layer by positive ions
              mm, which seems to be a consensus among theoreticians
              (see Logan et al., 1995). This conclusion was confirmed  reduces the energy barrier of the electrostatic repulsive field,
              experimentally by Habibian and O’Melia (1975, p. 578)  for both the particle and the collector, and allows the van der
              who found C=C o   0.25, 0.18, and 0.03 for d p ¼ 1.0, 0.1,  Waals attractive force (which is not affected by chemical
              7.6 mm, respectively, in filtration with optimum concen-  factors) to become predominant, resulting in attachment, illus-
              trations of cationic polymer.                    trated experimentally in Figure 12.21. As shown, as the [Ca ]
                                                                                                              2þ
                                                                                                           2þ
                                                               concentration increases, a increases; finally, when [Ca ] ¼
            12.3.3.4  Attachment Coefficient                    0.1 mol=L, then a ! 1.0. This confirms the role of chemical
                                                               influence on a, which was attributed to double layer suppres-
            The second part of the filtration process is attachment. Once a
                                                               sion. The values of z for the 4 mm latex particles change from
            particle collector contact occurs, the particle will either attach
                                                               z   70 mV at [Ca ]   0 mol=L, to z   8 mV at [Ca ]
                                                                               2þ
                                                                                                              2þ
            or not attach. The ratio of particles attaching to the number the
                                                                 0.1 mol=L. For the glass beads, the values of z change from
            particlecollectorcontactsiscalledtheattachmentcoefficient,a.
                                                               z   40 mV at [Ca ]   0 mol=L (pH   7.0, [Na ]   0.01
                                                                                                         þ
                                                                               2þ
            In general, whether attachment occurs depends upon how
                                                               mol=L), to z   0 mV at [Ca ]   0.1 mol=L.
                                                                                     2þ
            effectively the particle was charge-neutralized by coagulation
            chemicals to reduce its zeta potential. The goal of coagulation is
                                                               12.3.3.5  Effect of Attachment Efficiency
            that a ! 1.0 for the preponderance of particles in the water
                :
            being treated.                                              on Filter Ripening
                                                               Tobiason and O’Melia (1988) showed the effect of the attach-
            12.3.3.4.1  Collector Zeta Potential
                                                               ment efficiency, a, on the filter ripening phase of the C(t) Z
            Ives and others have reported that sand and anthracite have  curve. To help explain filter ripening, they introduced another
            zeta potentials of about  20 mV. Examples of other zeta  term, a p , which is the attachment efficiency between particles
            potentials for different materials and pH levels are shown in  and particles attached to collectors, with a being the attach-
            Table 12.4.                                        ment efficiency between particles and the collector. In
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