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


                                                                       0.8
              BOX 22.4   KINETICS IN ACTIVATED SLUDGE
                                                                       0.7
              One of the first inklings that reaction stoichiometry and
                                                                       0.6
              Monod kinetics had entered activated-sludge reactor the-
              ory was a paper by Garrett and Sawyer (1952, p. 51),     0.5
              who referred to the relationship between cell growth and  μ (h –1 )  0.4
              the removal of substrate and, in words (p. 75), described  0.3
              a loading parameter, S o =Dt)=X, as kg substrate added per
                                                                       0.2
              day divided by the mass of viable cells under aeration,
                                                                       0.1
              which is the F=M ratio, i.e., F=M   S o =uX (Tchobano-
              glous and Burton, 1991, p. 389). They also described the  0.0
                                                                         0    50    100  150   200  250   300
              Monod equation but did not utilize it in analysis of their
              data. The idea was extended by Eckenfelder and Weston  (a)               S (mg/L)
              (1956, pp. 21–24), who showed a relation between net    400
              cell production and substrate utilization, DX ¼ YDS,
                                                                      350
              Equation 22.19, a key part of a kinetic model.
                 In his doctoral thesis Andrew Gram III integrated the
              complete-mix concept (pp. 11, 12) and the Monod kin-    250
              etics equation (p. 20) into a reactor mass balance model  S/μ (mg/L/h –1 ) 300
                                                                      200
              (Gram, 1956). Gram confirmed the validity of the         150
              Monod equation (p. 122) for his model, but in describing
                                                                      100
              results, he deferred (p. 121) mostly to the ‘‘loading
                                                                       50
              velocity’’ (S o   S)=(u   X), which is defined currently as
              the ‘‘substrate utilization rate,’’ U (Tchobanoglous and  0
                                                                         0    50    100  150   200  250   300
              Burton, 1991, p. 388), which is the same as m=Y.
                 Gram did not publish his work, but the Monod       (b)                S (mg/L)
              equation was applied by Stewart et al. (1959) as related
                                                               FIGURE 22.4 Relationship between substrate concentration and
              to his doctoral research at Berkeley completed in 1958
                                                               growth rate, m. (a) Monod equation plot and (b) Linearized Monod
              under Pearson. But neither the reactor theory nor
                                                               plot (Adapted from Schulze, K.L., The activated sludge process as a
              Monod kinetics were integrated into a complete
                                                               continuous flow culture, Part I, Theory, 111(12), 526, December
              model until done by Professor Erman Pearson in a  1964; Part II, Application, Water and Sewage Works, 112(1), 11,
              paper given in April 1966 for a ‘‘special lecture series’’  January 1965.)
              held at the University of Texas at Austin (Pearson,
              1968) and published as a book in 1968 (Gloyna and
              Eckenfelder, 1968). Pearson delineated a reactor model  thetic organic) compounds under aerobic and=or anaerobic
              that was based on the mass balance principle and  conditions. The inhibition coefficient K i is, however,
                                                               difficult to determine. In most cases, the Monod equation is
              Michaelis–Menten kinetics. He also included the
                                                               sufficient to approximate the observed growth curve in the
              derivative parameters, substrate-removal velocity, U
                                                               absence of an inhibitor; then the effect of the inhibitor can be
              (derived from substrate mass balance and defined as
                                                               seen by its incremental effect on bm and K s (Grady et al.,
              U   (S o   S)=u   X ¼ m=Y); and sludge age, u c (derived
                                                               1999, p. 82).
              from   cell  mass  balance  and   defined   as
              u c ¼ VX=WX r ¼ m   b). These emerged as parameters
              for practice; a major point is that they have their  22.5.7 KINETIC PARAMETERS
              theoretical origins in substrate and cell mass balances,                               m
                                                               Several well-known parameters U, F=M, u c , u , are used in
              respectively, and kinetics. The parameters were delin-                                 c
                                                               activated sludge. The parameters are defined here since they
              eated further with respect to design and operation by
                                                               are related to the ‘‘native’’ kinetic constants, m and Y. Show-
              Lawrence and McCarty (1970), which has been the
                                                               ing the relationships may help in relating to theory. The topic
              primary reference on the topic. Their paper was
                                                               is considered further in Chapter 23 where reactor mass bal-
              selected as the 1985 AEESP Outstanding Paper
              defined as ‘‘having stood the test of time.’’     ances and kinetics are reviewed together.
                                                               22.5.7.1  Specific Substrate Utilization Rate, U
                                                               A design parameter is the specific substrate utilization rate, U,
              As K i for a particular substrate increases, implying a
                                           2                   defined as (Tchobanoglous and Burton, 1991, p. 388)
            high tolerance for the substrate, the S =K i term approaches
            zero and the Andrews=Haldane equation approximates the
            Monod equation. The Andrews=Haldane equation is most                       S o   S
                                                                                                          (22:43)
                                                                                   U
            useful when describing the degradation of xenobiotic (syn-                   uX
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