Int J Performability Eng ›› 2014, Vol. 10 ›› Issue (1): 3-14.doi: 10.23940/ijpe.14.1.p3.mag

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Optimum Test Plan for 3-Step, Step-Stress Accelerated Life Tests

N. CHANDRA1, MASHROOR AHMAD KHAN1, and M. PANDEY2   

  1. 1 Department of Statistics, Ramanujan School of Mathematical Sciences, Pondicherry University, Pondicherry-605 014, INDIA
    2 Ex. Professor in Biostatistics, Department of Zoology and DST Centre of Interdisciplinary Mathematical Sciences, Banaras Hindu University, Varanasi 221 005, INDIA

Abstract:

In this paper we obtain the optimum time for changing the stress level in 3-step, step stress accelerated life testing under the cumulative exposure model. The lifetimes of test units are assumed to follow a two-parameter Lomax distribution. The scale parameter of the Lomax failure time distribution at constant stress level is assumed to be a log-linear function of the stress level. We also assume that there may exist a quadratic relationship between the log mean failure time and stress. As an extension of the results for the linear model, the optimum plan for a quadratic model is also proposed. We derive the optimum test plans by minimizing the asymptotic variance of the maximum likelihood estimator of the mean life at a design (use) stress.


Received on November 13, 2012, revised on June 15, and August 23, 2013
References: 21