A two-sided SPRT control chart for process dispersion

Shashibhushan B. Mahadik, Dadasaheb G. Godase, W. L. Teoh

Research output: Contribution to journalArticlepeer-review

2 Citations (Scopus)

Abstract

This paper proposes a two-sided sequential probability ratio test chart for monitoring dispersion of a normally distributed process. Accurate approximate expressions that relate the statistical performance measures of this chart to that of its corresponding one-sided charts are obtained through simulations. An approach to design the chart having the specified in-control performance and the optimal out-of-control performances for detecting the particular upper and lower shifts that are desired to detect as efficiently as possible is provided. It is found through numerical comparisons that the overall statistical performance of the proposed chart is superior to that of the competitor charts in the existing literature. The application of the chart is illustrated through real-data on the thickness of dielectric polyimide coating layer that is applied on a wafer used in an integrated circuit.

Original languageEnglish
Pages (from-to)3603-3614
Number of pages12
JournalJournal of Statistical Computation and Simulation
Volume91
Issue number17
Early online date1 Jul 2021
DOIs
Publication statusPublished - 2021

Keywords

  • average number of observations to signal
  • Average number of samples to signal
  • parametric control chart
  • statistical process control

ASJC Scopus subject areas

  • Statistics and Probability
  • Modelling and Simulation
  • Statistics, Probability and Uncertainty
  • Applied Mathematics

Fingerprint

Dive into the research topics of 'A two-sided SPRT control chart for process dispersion'. Together they form a unique fingerprint.

Cite this