Linear Consecutive-k-out-of-n: G System Reliability Analysis

IF 0.9 Q3 STATISTICS & PROBABILITY Journal of Reliability and Statistical Studies Pub Date : 2023-02-10 DOI:10.13052/jrss0974-8024.15211
Garima Chopra, M. Ram
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Abstract

The concerned study pertains to the development of a new stochastic model for the reliability analysis of linear consecutive-k-out-of-n: G system, where k>n2. In the developed model, system may collapse as a result of common cause failure or hardware failure in its units. The system has exponentially distributed failure rates, and in case of breakdown, it is repaired with the copula method. The developed model has been examined through supplementary variable technique (SVT) along with Laplace transform. The current paper has specifically studied consecutive-(n-1)-out-of-n: G system. The performance of such system having ten components is explored and its various reliability measures have been obtained and discussed with the help of graphs. The originality of this work lies in incorporating common cause failure in conjunction with copula repair in the reliability modeling of consecutive systems through the SVT. The study confirms that an increase in failure rates and the number of components of the concerned system decreases mean time to failure (MTTF). The profit of linear consecutive-9-out-of-10: G system is examined with the help of a numerical example.
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线性连续k-out-of-n:G系统可靠性分析
这项研究涉及开发一种新的随机模型,用于线性连续k-out-ofn-G系统的可靠性分析,其中k>n2。在所开发的模型中,系统可能会因其单元的共同原因故障或硬件故障而崩溃。该系统具有指数分布的故障率,在发生故障时,使用copula方法进行修复。通过补充变量技术(SVT)和拉普拉斯变换对所开发的模型进行了检验。本文专门研究了n:G中的连续(n-1)系统。探讨了这种由十个部件组成的系统的性能,并获得了它的各种可靠性指标,并借助图表进行了讨论。这项工作的独创性在于通过SVT将常见原因故障与copula修复结合在连续系统的可靠性建模中。该研究证实,故障率和相关系统组件数量的增加会降低平均故障时间(MTTF)。通过算例检验了线性连续系统的收益性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
1.60
自引率
12.50%
发文量
24
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