On some applications of a discrete-time model of failure and repair

✍ Scribed by Rocha-Martínez, José M.

• Publisher: John Wiley and Sons
• Year: 1998
• Tongue: English
• Weight: 108 KB
• Volume: 14
• Category: Article
• ISSN: 8755-0024
• DOI: 10.1002/(sici)1099-0747(199809)14:3<189::aid-asm345>3.0.co;2-d

✦ Synopsis

Research on a discrete-time model of failure and repair studied by Rocha-Martinez and Shaked (1995) is continued in this paper. Among various related results, we prove that if for one point x3]0, 1[ the probability generating function of a non-negative integer valued random variable S satisfies 1 (x))xK for some integer m*0, then E(S)*m. We use these results to show that for any M (the 'input' lifetime of a unit in the model) the R K 's (the allowed number of repairs on the unit at time m, m*0) can be chosen such that M (the 'output' lifetime of the unit through the model) is in hazard rate ordering (therefore in stochastic ordering) arbitrarily large and such that E(R K ) is a minimum in some sense. As a first application, we see how a low-quality item (car, computer, washing machine, etc.) might fulfil strict durability regulations under an appropriate imperfect repair strategy (and be able to compete against the existing leading brand in the market) in such a way that the mean number of repairs be a minimum in some sense. As a second application we show how it can be easily proven that if M is of class: NBU, NWE, DMRL, IMRL, NBUE or NWUE, then M is not necessarily of the same class.