Reliability evaluation of generalised multi-state k-out-of-n systems based on FMCI approach

Reliability evaluation of generalised multi-state k-out-of-n systems based on FMCI approach
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基于FMCI方法的广义多状态k-out-of-n系统可靠性评估

DOI:
10.1080/00207720903353609
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发表时间:
2010-12
影响因子:
4.3
通讯作者:
Cui, Lirong
Cui, Lirong
中科院分区:
计算机科学4区
文献类型:
--
作者:
Zhao, Xian;Cui, Lirong

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大多数关于k-out-of-n系统的研究都是在二元背景下进行的。当且仅当至少有k个组件失效时,n中取k系统失效。广义的多状态n中取k:G和F系统模型由Huang等人定义[Huang,J.,Zuo,M.J.,和Wu,Y.H.(2000),“Generalized Multi-state k-out-of-n:G Systems”,IEEE Transactions on reliability,49,105-111]以及Zuo和Tian [Zuo,M.J.,和Tian,Z.G.(2006),“Performance Evaluation of Generalized Multi-state k-out-of-n Systems”,IEEE Transactions on Reliability,55,319-327]。本文利用有限马尔可夫链嵌入(FMCI)方法,给出了一个用矩阵乘积计算广义多状态k-out-of-n:F系统状态分布的统一公式,其中包括递减多状态F系统、递增多状态F系统和非单调多状态F系统。我们的结果可以推广到广义的多状态k-out-of-n:G系统。三个数值例子来说明结果。
Most studies on k-out-of-n systems are in the binary context. The k-out-of-n system has failed if and only if at least k components have failed. The generalised multi-state k-out-of-n: G and F system models are defined by Huang et al. [Huang, J., Zuo, M.J., and Wu, Y.H. (2000), ‘Generalized Multi-state k-out-of-n: G Systems’, IEEE Transactions on reliability, 49, 105–111] and Zuo and Tian [Zuo, M.J., and Tian, Z.G. (2006), ‘Performance Evaluation of Generalized Multi-state k-out-of-n Systems’, IEEE Transactions on Reliability, 55, 319–327], respectively. In this article, by using the finite Markov chain imbedding (FMCI) approach, we present a unified formula with the product of matrices for evaluating the system state distribution for generalised multi-state k-out-of-n: F systems which include the decreasing multi-state F system, the increasing multi-state F system and the non-monotonic multi-state F system. Our results can be extended to the generalised multi-state k-out-of-n: G system. Three numerical examples are presented to illustrate the results.
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