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Reliability and maintenance models for a dependent competing-risk system with multiple time-scales

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  • Rassoul Noorossana
  • Kamyar Sabri-Laghaie

Abstract

In this article, reliability and maintenance models are developed for systems subjected to dependent competing risks and multiple time-scales. Multiple degradation processes and random shocks involve in system failure. The random shocks cause sudden increment jumps in the degradation processes. We use copula method to fit the dependent relationship among various degradation processes. We also study the impact of multiple random usage processes (time-scales) on reliability measures of systems subjected to competing risks. A time-based maintenance policy is proposed to maximize the availability of such systems. The time interval between two successive preventive maintenances and maximum number of preventive maintenances before replacement is found so that the availability of the system is maximized.

Suggested Citation

  • Rassoul Noorossana & Kamyar Sabri-Laghaie, 2015. "Reliability and maintenance models for a dependent competing-risk system with multiple time-scales," Journal of Risk and Reliability, , vol. 229(2), pages 131-142, April.
    • Handle: RePEc:sae:risrel:v:229:y:2015:i:2:p:131-142
    DOI: 10.1177/1748006X14565842
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    References listed on IDEAS

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    8. Xiao Liu & Jingrui Li & Khalifa Al-Khalifa & Abdelmagid Hamouda & David Coit & Elsayed Elsayed, 2013. "Condition-based maintenance for continuously monitored degrading systems with multiple failure modes," IISE Transactions, Taylor & Francis Journals, vol. 45(4), pages 422-435.
    9. Zhu, Y. & Elsayed, E.A. & Liao, H. & Chan, L.Y., 2010. "Availability optimization of systems subject to competing risk," European Journal of Operational Research, Elsevier, vol. 202(3), pages 781-788, May.
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    Cited by:

    1. Wu, Bei & Cui, Lirong & Fang, Chen, 2019. "Reliability analysis of semi-Markov systems with restriction on transition times," Reliability Engineering and System Safety, Elsevier, vol. 190(C), pages 1-1.
    2. Wang, Yujie & Xing, Liudong & Levitin, Gregory & Huang, Ning, 2018. "Probabilistic competing failure analysis in phased-mission systems," Reliability Engineering and System Safety, Elsevier, vol. 176(C), pages 37-51.

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