A limit theorem of certain repairable systems

Annals of the Institute of Statistical Mathematics - Tập 41 - Trang 809-818 - 1989
M. T. Chao1, James C. Fu2
1The Institute of Statistical Science, Academia Sinica, Taiwan, the Republic of China
2Department of Statistics, University of Manitoba, Winnipeg, Canada

Tóm tắt

Many large engineering systems can be viewed (or imbedded) as a series system in time. In this paper, we introduce the structure of a repairable system and the reliabilities of these large systems are studied systematically by studying the ergodicities of certain non-homogeneous Markov chains. It shows that if the failure probabilities of components satisfy certain conditions, then the reliability of the large system is approximately exp (-β) for some β>0. In particular, we demonstrate how the repairable system can be used for studying the reliability of a large linearly connected system. Several practical examples of large consecutive-k-out-of-n:F systems are given to illustrate our results. The Weibull distribution is derived under our natural set-up.

Tài liệu tham khảo

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