Experiments for reliability achievement

Steven E. Rigdon, Brandon R. Englert, Isaac A. Lawson, Connie M. Borror, Douglas Montgomery, Rong Pan

Research output: Contribution to journalArticle

12 Scopus citations

Abstract

Design of experiments is used extensively to achieve quality, but applications to reliability are less common. This is due to a number of reasons but mainly to the fact that the normal distribution, which underlies most experimental designs, is not a reasonable distribution for lifetimes. In this review article, we describe the problem of using designed experiments to model the distribution of lifetimes and, in particular, how the lifetimes depend on a set of predictor variables. We discuss a number of examples and present results using the most common statistical software packages.

Original languageEnglish (US)
Pages (from-to)54-72
Number of pages19
JournalQuality Engineering
Volume25
Issue number1
DOIs
StatePublished - Dec 1 2012

    Fingerprint

Keywords

  • Weibull distribution
  • Weibull probability plots
  • Weibull regression
  • censoring
  • design of experiments

ASJC Scopus subject areas

  • Safety, Risk, Reliability and Quality
  • Industrial and Manufacturing Engineering

Cite this

Rigdon, S. E., Englert, B. R., Lawson, I. A., Borror, C. M., Montgomery, D., & Pan, R. (2012). Experiments for reliability achievement. Quality Engineering, 25(1), 54-72. https://doi.org/10.1080/08982112.2013.733611