Comparison of the GD and MTR approaches for estimating proportion of non-conformance

Shirley J. Tanjong, Raafat N. Ibrahim, Mali Abdollahian

Research output: Contribution to conferencePaper

Abstract

This paper compares our proposed method of using the modified tolerance region (MTR) to the generalised distance (GD) approach for estimating the probability of non-conforming product. For correlated quality characteristics, the tolerance region needs to be redefined so that the model is more stringent in identifying potentially poor product quality, as perceived by customers. The paper shows that the MTR approach is more effective in estimating the proportion of non-conformance (PNC) for correlated quality characteristics as compared to the GD approach. We also compare the multivariate capability index computed using the PNC values obtained from both the GD and MTR methods. The estimation of PNC assists not only in the evaluation of process performance and capability but also in the quantification of cost of poor quality.

Original languageEnglish
Publication statusPublished - 1 Jan 2014
EventInternational Workshop on Computer Science and Engineering (WCSE-Summer) 2014 - Dubai, United Arab Emirates
Duration: 22 Aug 201423 Aug 2014
Conference number: 4th

Workshop

WorkshopInternational Workshop on Computer Science and Engineering (WCSE-Summer) 2014
Abbreviated titleWCSE 2014-Summer
CountryUnited Arab Emirates
CityDubai
Period22/08/1423/08/14

Keywords

  • Correlated characteristics
  • Generalised distance
  • Multivariate quality control
  • Proportion of non-conformance
  • Tolerance region

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