ENBIS-8 in Athens

21 – 25 September 2008 Abstract submission: 14 March – 11 August 2008

Estimated Process Capability Indices and Impact on the Proportion of Nonconforming Output

22 September 2008, 16:00 – 16:20

Abstract

Submitted by
Murat Caner Testik
Authors
Murat Caner Testik and Banu Yuksel Ozkaya
Affiliation
Hacettepe University, Dept. of Industrial Engineering, Ankara TURKEY
Abstract
Process capability analyses play a vital role in quality improvement programmes. Among the process capability analysis tools, commonly used are the process capability indices (PCIs). These are single number assessments of the relationship between process performance and specifications on a quality characteristic. Nevertheless, process parameters are often unknown in practice and need to be estimated for use in PCIs. Hence, estimated PCIs are subject to sampling error. In this study, two widely used process capability indices, namely Cp and Cpk, are considered when the observations are normally distributed but the process mean and/or variance are estimated. Marginal distributions for the proportion of nonconforming items are developed and computed for several sample sizes. Some recommendations are provided for practitioners.

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