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98   Chapter Three





              CAs         FRs                            PVs
               •                                          •
               •          (CTQs)CT                        •
               •                                          •


                               Physical mapping            Process mapping
           Figure 3.18 The design process according to Six Sigma.

           (i.e., creative or incremental) is the deciding factor of whether to mod-
           ify existing mappings of the datum design or develop new ones.
             Many design practices, including DMAIC, drive for finding solutions
           in the manufacturing environment, the last mapping, for a problematic
           CTS. However, these practices don’t employ the sequential mappings,
           design decomposition, and design principles in pursuing a solution that
           is usually obtained with no regard to the coupling vulnerability, that is,
           solving a design problem with process means by simply employing
                                                 *
           the process variables, as the x variable. The conceptual framework
           of current Six Sigma can be depicted as shown in Fig. 3.18, thus
           ignoring the DPs. Additionally, we have the following remarks in the
           context of Fig. 3.18:

           ■ The black belt may blindly overlook the need for design changes
             (altering the DP array) when adjusting the PVs is not sufficient to
             provide a satisfactory solution, that is, when the current process
             reaches its entitlements. The risk in this scenario occurs when the
             black belt may introduce a major manufacturing change, namely,
             altering the PV array, when it is unnecessary.
           ■ Another disadvantage is concerned with ignorance of coupling which
             may introduce new symptoms in CTSs other than the ones intended
             when the solution to a problem is institutionalized.
           ■ On the other hand, taking the PVs as the  x variable is usually
             cheaper than taking the DPs as the  x variable since the latter
             involves design change and a process change while the former
             calls only for process changes. The adjustment of process variables
             may or may not solve the problem depending on the sensitivities
             in the physical and process mapping.
             Solutions to a design or process problem can be implemented
           using alterations, changes, in independent variables, the x varible.

             *Recall the y   f(x) notation in DMAIC.
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