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262                            Collection and Analysis of  Rate Data   Chap. 5

                         5.6  Experimental Planning
                                            Four to six weeks in the lab can save you an hour in
                                            the library.
                                                            G. C. Quarderer, Dow Chemical Co.

                         So far, this chapter has presented  various methods of analyzing rate data. It is
                         just as important  to know in which  -circumstances to use  each method  as it is
                         to know the mechanics of these methods. In this section we-discuss a heuristic
                         to plan experiments to generate the data necessary for reactor design. However,
                         only  a  thumbnail  sketch  is  presented;  for  a  more  thorough  discussion  the
                         reader is referred to the books and articles by Box and Hunter.15
                              Figure  5-12 provides  a road map to help plan  an experimental program.
                         A  discussion  of  each  of  the  items  in  Figure  5-12 appears  on  the  CD-ROM
                         along  with  an example  of  an experimental  design  to  study  the lunetics  of  an
                         enzymatic  reaction  that  depends  on  pH,  temperature  (T), and  concentration
                         (C). Figure 5-13 shows the placement of high and low settings of each of these
                         variables.


                                            /  Examine the Need for the Experiment  1 1

                                            +---I Define Objectives for the Experiment   2
                                                           +
                                            [Choose Responses You Want to Measure 1 3
                                                           t
                                            I    Identify the Important Variables   1 4

                                            I       Design the Experiment   15
                                                           t
                                            r
                                                     Perform Experiment    6
                                                           t
                                            I         Analyze Results       7
                                                           t
                                            r         Act on Results
                                                           +                8




                                        Figure 5-12  'Flowchart  for experimental projects.
                             Enzyme degradation is believed to occur at temperatures  abbve 50°C and
                         pH values above 9.5 and below  3.0. The rate of reaction is negligible  at tem-
                         peratures  below  6°C. For  an urea  concentration below  0.001 M, the  reaction


                         15G. E. P.  Box, W.  G. Hunter, and J. S. Hunter, Statistics for Experimenters: An Intro-
                          duction to Design, Datu Analysis, and Model Building  (New York: Wiley, 1978).
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