Dual response optimization: The desirability approach
Küçük Resim Yok
Tarih
2005
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
UNIV CINCINNATI INDUSTRIAL ENGINEERING
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
Designing high-quality products and processes at low cost is an economic and technological challenge to the engineer. Recent advances in quality technology have resulted from considering the variation of a quality characteristic as well as its mean value. In the 1990s, much attention was given to the optimization of dual response systems as an important response surface methodology tool for quality improvement. The most recent articles have all relied on nonlinear programming techniques to obtain the actual solution. While these techniques certainly work, it is also possible to solve the dual response problems using the more familiar technique of multiple response optimization. We demonstrate this using the desirability function approach. The proposed approach allows to specify minimum and maximum acceptable values for each response in addition to specifying certain parameters to be chosen so that this gives more flexibility to the decision maker in exploring alternative solutions and the trade-offs between the mean and standard deviation responses. A numerical example illustrates the methodology. Comparisons with other existing methods were also discussed.
Açıklama
Anahtar Kelimeler
dual response optimization, desirability function approach, quality improvement, robust parameter design
Kaynak
INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE
WoS Q Değeri
Q4
Scopus Q Değeri
Q3
Cilt
12
Sayı
4
