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Chapter
                                                             15








                Design Optimization: Advanced
                          Taguchi Robust Parameter

                                                               Design













           15.1 Introduction
           The parameter design discussed in Chap. 14 is also called the static
           parameter design; here static means “fixed target.” In all static para-
           meter design studies discussed in Chap. 14, the objective was to
           reduce the variability of a product around a fixed “performance target”
           caused by the noise factors such as environmental conditions, deteri-
           oration, and piece-to-piece (piecewise) variation. Those performance
           targets include zero, infinity, or a fixed nominal value. In Taguchi’s
           terminology, this is called nondynamic or static parameter design.
             After the 1980s, Taguchi (1993, 1994) added some new focuses on
           robust parameter design:

             1. What to measure. Dr. Taguchi thinks that it is very important to
           select the right characteristic as a system performance measure, in
           other words, y, in transfer function detailing and optimization study.
           He defined four classes of quality measures:

           ■ Downstream quality. Downstream quality (also known as customer
             quality) is the type of quality requirement that is noticed by cus-
             tomers, such as noise, vibration, percentage defective, and mean
             time to failure. Customer quality is obtained in phase 1 and phase 2
             QFD within the DFSS algorithm.






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