Reliability evaluation and maintenance planning for systems with load-sharing auxiliary components

Cai, Xiayu, Shen, Jingyuan, and Shen, Lijuan (2022) Reliability evaluation and maintenance planning for systems with load-sharing auxiliary components. IEEE Transactions on Reliability, 72 (3). pp. 950-963.

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Abstract

In many engineering systems, aside from the main component fulfilling the essential functions, a number of auxiliary components are configured to protect the main component and improve the reliability of the system. In actual operation, the failure or state change of the auxiliary components may affect the reliability both the main component and the remaining operational auxiliary components. However, the structure and dependence between the auxiliary components has been ignored in the existing studies. To fill this gap, we consider a system with a main component and a protective auxiliary subsystem. The latter is a load-sharing kk-out-of-nn system, that is, there is dependence between the auxiliary components. For such a system, an opportunistic inspection and preventive maintenance strategy is proposed. Then, we derive the system reliability using the Laplace transforms and the matrix method. The long-run average cost of the system is then derived, based on which the optimal maintenance problem is formulated and solved by an enumeration method. A numerical example, together with sensitivity studies of some model parameters, shows how the evolution of the parameters influences the optimal maintenance strategy. Finally, the model is extended by introducing periodic inspection and preventive maintenance strategy for main component, and the two strategies are compared.

Item ID: 86167
Item Type: Article (Research - C1)
ISSN: 1558-1721
Copyright Information: © 2022 IEEE
Date Deposited: 25 Jul 2025 00:12
FoR Codes: 40 ENGINEERING > 4099 Other engineering > 409999 Other engineering not elsewhere classified @ 30%
49 MATHEMATICAL SCIENCES > 4905 Statistics > 490510 Stochastic analysis and modelling @ 40%
49 MATHEMATICAL SCIENCES > 4901 Applied mathematics > 490108 Operations research @ 30%
SEO Codes: 24 MANUFACTURING > 2499 Other manufacturing > 249999 Other manufacturing not elsewhere classified @ 100%
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