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Optimal design of accelerated life tests under periodic inspection

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  • Bong‐Jin Yum
  • Seung‐Cheol Choi

Abstract

For the exponentially distributed lifetimes, optimal accelerated life test plans are determined under the assumptions of periodic inspection and Type I censoring. Computational results indicate that for the range of parameter values considered the asymptotic variance of the estimated mean or pth quantile at the use stress is not sensitive to the number of inspections at overstress levels. Senstivity analyses are also conducted to see how senstive the asymptotic variance of the estimated mean is with respect to the uncertainties involved in the guessed failure probabilities at the use and high stress levels. Computational results show that moderate deviations (several tens of percents) of the guessed failure probabilities from their true values are fairly tolerable in terms of the relative amount of increase in the asymptotic variance of the estimated mean. Procedures for selecting a sample size and for determining whether or not to conduct an accelerated life test are also discussed.

Suggested Citation

  • Bong‐Jin Yum & Seung‐Cheol Choi, 1989. "Optimal design of accelerated life tests under periodic inspection," Naval Research Logistics (NRL), John Wiley & Sons, vol. 36(6), pages 779-795, December.
  • Handle: RePEc:wly:navres:v:36:y:1989:i:6:p:779-795
    DOI: 10.1002/1520-6750(198912)36:63.0.CO;2-2
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    Cited by:

    1. Sang-Jun Park & Bong-Jin Yum, 1998. "Optimal design of accelerated life tests under modified stress loading methods," Journal of Applied Statistics, Taylor & Francis Journals, vol. 25(1), pages 41-62.
    2. Nadja Malevich & Christine H. Müller, 2019. "Optimal design of inspection times for interval censoring," Statistical Papers, Springer, vol. 60(2), pages 449-464, April.
    3. Sun‐Keun Seo & Bong‐Jin Yum, 1991. "Accelerated life test plans under intermittent inspection and type‐I censoring: The case of weibull failure distribution," Naval Research Logistics (NRL), John Wiley & Sons, vol. 38(1), pages 1-22, February.
    4. Jung‐Won Park & Bong‐Jin Yum, 1996. "Optimal design of accelerated life tests with two stresses," Naval Research Logistics (NRL), John Wiley & Sons, vol. 43(6), pages 863-884, September.
    5. Nesar Ahmad & A. Islam, 1996. "Optimal accelerated life test designs for Burr type XII distributions under periodic inspection and type I censoring," Naval Research Logistics (NRL), John Wiley & Sons, vol. 43(8), pages 1049-1077, December.

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