A Comprehensive Measure of Evaluation for Non-Normal Process Capability with Beta Distributions

베타분포를 하는 비정규 공정능력평가의 종합적 측도

  • 김홍준 (대구 산업정보대학 산업안전과) ;
  • 김진수 (대전 산업대학교 산업공학과) ;
  • 전창희 (경일대학교 산업시스템공학과)
  • Published : 1999.11.01

Abstract

The main objective of this study are to propose two methods that would be a comprehensive measure of evaluation for non-normal process capability with Beta distributions. First method is introduced using process capability index $C_{psk}$ by the Pearson system and Johnson system. The Pearson system and the Johnson System selected for process capability index calculation have a equivalent result of this study that the ranking of the seven indices in terms of sensitivity to departure of the process median from the target value from the most sensitive one up to the least sensitive are $C^{*}_{pm}$ , $C_{psk}$ , $C_{s}$ , $C_{pmk}$ , $C_{pm}$ , $C_{pk}$ , $C_{p}$ . Second method show using the percentage nonconforming by the Pearson, Johnson and Burr functions. In thus study, we find that the Pearson system and the Burr system are a reasonable method to estimate percentage nonconforming. But, the exact procedure for deriving this estimate will be based on Beta distribution. Accordingly, if a process is not normally distributed , but normal-based techniques are used serious errors can result.

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