Reliability of k -out-of- n systems with component lifetimes linked by Archimedean copula and independent of cold standby lifetime

In this study, we investigate redundant k-out-of-n systems with homogeneous component lifetimes linked by Archimedean copula and the single independent cold standby redundancy to be initiated at the time of some component failure before system breakdown. We derive the closed form expressions of both the survival function and the mean residual life of the redundant k-out-of-n system. In particular, for parallel systems with the standby being put into operation at the time of system breakdown, we proved that the redundant system lifetime preserves the reversed hazard rate order, the hazard order and the likelihood ratio order of the standby lifetime, respectively. These results are interesting extensions of recent advances by Li and Li. Numerical examples as well as simulation results are presented to illustrate and confirm the new findings.

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Publication Details

Journal
Communications in Statistics - Simulation and Computation
Published
2026-11-03
DOI
https://doi.org/10.1080/03610918.2026.2752013
Primary Topic
Reliability and Maintenance Optimization
Type
article
Field-Weighted Citation Impact
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article

Reliability of k -out-of- n systems with component lifetimes linked by Archimedean copula and independent of cold standby lifetime

Chen Li, Xiaohu Li
Communications in Statistics - Simulation and Computation
Reliability and Maintenance Optimization
article

Reliability of k -out-of- n systems with component lifetimes linked by Archimedean copula and independent of cold standby lifetime

Chen Li, Xiaohu Li
article en

Abstract

In this study, we investigate redundant k-out-of-n systems with homogeneous component lifetimes linked by Archimedean copula and the single independent cold standby redundancy to be initiated at the time of some component failure before system breakdown. We derive the closed form expressions of both the survival function and the mean residual life of the redundant k-out-of-n system. In particular, for parallel systems with the standby being put into operation at the time of system breakdown, we proved that the redundant system lifetime preserves the reversed hazard rate order, the hazard order and the likelihood ratio order of the standby lifetime, respectively. These results are interesting extensions of recent advances by Li and Li. Numerical examples as well as simulation results are presented to illustrate and confirm the new findings.

Communications in Statistics - Simulation and Computation
Stevens Institute of Technology (US), Tianjin University of Commerce (CN)
Openalex Percentile: Top 14%
Reliability and Maintenance Optimization
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