Robust design for multiple dynamic quality characteristics using data envelopment analysis

Lee-Ing Tong, Chung Ho Wang, Chih Wei Tsai*

*Corresponding author for this work

Research output: Contribution to journalArticle

15 Scopus citations

Abstract

The Taguchi method is extensively adopted in various industries to continuously improve product design in response to customer requirements. The dynamic system of the Taguchi method is frequently implemented to design products with flexible applications. However, Taguchi's dynamic system can be employed only for individual quality characteristic, and the relationship between the quality characteristic and the signal factor is assumed to be linear. Because of these restrictions, Taguchi's dynamic system is ineffective for multiple quality characteristics or when the quality characteristic has a nonlinear relationship with the signal factor. This study describes a novel procedure for optimizing a dynamic system based on data envelopment analysis. The proposed procedure overcomes the limitations of Taguchi's dynamic system. Two cases are analyzed to demonstrate the effectiveness of the proposed procedure. The results show that the proposed procedure can enhance multiple dynamic quality characteristics.

Original languageEnglish
Pages (from-to)557-571
Number of pages15
JournalQuality and Reliability Engineering International
Volume24
Issue number5
DOIs
StatePublished - 1 Aug 2008

Keywords

  • Data envelopment analysis
  • Dynamic system
  • Multiple quality characteristics
  • Robust design
  • Taguchi method

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