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              Crystallization Processes                                                                   113

              typical population density data obtained from a crystal-  are fixed, the crystal size distribution is determined in its
              lizer meeting the stated assumptions. The slope of the plot  entirety. In addition, such distributions have the following
              of such data may be used to obtain the growth rate while  characteristics:
              the intercept can be used to estimate nucleation rate.
                Many industrial crystallizers operate in a well-mixed or     Mass density function (from Eq. (39)):
              near well-mixed manner, and the equations derived above                           L
                                                                                        3
              can be used to describe their performance. Also, the sim-     m = ρk vol n L exp −          (59)
                                                                                      ◦
              plicity of the equations describing an MSMPR crystallizer                        Gτ
              make experimental equipment configured so as to meet     Dominant crystal size (from Eq. (40)):
              the assumptions leading to Eq. (54) useful in determining
                                                                                   L D = 3Gτ              (60)
              nucleation and growth kinetics. From a series of runs at
              different operating conditions, correlations of nucleation     Moments of n (from Eq. (37)):
              and growth kinetics with appropriate process variables can                     i+1
                                                                                        ◦
                                                                                m i = i!n (Gτ)            (61)
              be obtained (see, for example, the discussions of Eqs. (18)
              and (25)). The resulting correlations can then be used to     Total number of crystals per unit volume:
              guide either crystallizer scale-up or the development of an
                                                                                  ∞

              operating strategy for an existing crystallizer.             N T =    ndL = m 0 = n Gτ      (62)
                                                                                                 ◦
                It is often very difficult to measure supersaturation,            0
              especially in systems that have high growth rates. Even     Total length of crystals per unit volume:
              though the supersaturation in such systems is so small
                                                                                ∞

              that it can be neglected in writing a solute mass balance,  L T =   nL dL = m 1 = n (Gτ) 2  (63)
                                                                                                ◦
              it is important in setting nucleation and growth rates. In       0
              such instances it is convenient to substitute growth rate     Total surface area of crystals per unit volume:
              for supersaturation by combining Eqs. (18) and (25). This
                                                                              ∞
                                                                                  2
              gives:                                               A T = k area  nL dL = k area m 2 = 2k area n (Gτ) 3
                                                                                                      ◦
                                                                             0
                                         j
                                      i
                             B = k nuc G M N  k         (58)                                              (64)
                              ◦
                                         T
                                                                   Total solids volume per unit volume:
              The constant k nuc depends on process variables other than
                                                                             	  ∞
              supersaturation, magma density, and intensity of mixing;             3                  ◦    4
                                                                    V TS = k vol  nL dL = k vol m 3 = 6k vol n (Gτ)
              these include temperature and presence of impurities. If        0
              sufficient data are available, these variables may be sepa-                                  (65)

              rated from the constant by adding more terms in a power-  The coefficient of variation of the mass density
              law correlation. k nuc is specific to the operating equipment  function (from Eq. (42)) is 50%.

              and not transferable from one equipment scale to another.  The magma density M T (mass of crystals per unit
              The system-specific constants i and j are obtainable from  volume of slurry or liquor) is the product of the crystal
              experimental data and may be used in scale-up, although  density, the volumetric shape factor, and the third
              j may vary considerably with mixing conditions.     moment of the population density function:
                As shown by Eq. (54), growth rate G can be obtained                        ◦   4
                                                                               M T = 6ρk vol n (Gτ)       (66)
              from the slope of a plot of the log of population density
              against crystal size; nucleation rate B can be obtained  System conditions often allow for the measurement of
                                             ◦
              from the same data by using the relationship given by  magma density, and in such cases is should be used as
              Eq. (57), with n being the intercept of the population  a constraint in evaluating nucleation and growth
                           ◦
              density plot. Nucleation rates obtained by these proce-  kinetics from measured population densities. This
              dures should be checked by comparison with values ob-  approach is especially useful in instances of
              tained from a mass balance (see the later discussion of  uncertainty in the determination of population
              Eq. (66)).                                          densities from sieving or other particle sizing
                The perfectly mixed crystallizer of the type described  techniques.
              in the preceding discussion is highly constrained. Alter-
              ation of the characteristics of crystal size distributions
                                                                B. Preferential Removal of Crystals
              produced by such systems can be accomplished only
              by modifications of the nucleation and growth kinetics  As indicated above, crystal size distributions produced in
              of the system being crystallized. Indeed, examination of  a perfectly mixed crystallizer are constrained by the na-
              Eq. (54) shows that once nucleation and growth kinetics  ture of the system. This is because both liquor and solids
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