Computational method for importance measure of the k-out-of-n system based on stress–strength interference

Author:

Lyu Dong1,Si Shubin1,Cai Zhiqiang1,Xie Liyang2

Affiliation:

1. Department of Industrial Engineering, School of Mechanical Engineering, Northwestern Polytechnical University, Xi’an, China

2. College of Mechanical Engineering and Automation, Northeastern University, Shenyang, China

Abstract

Importance measures, which are used to evaluate the relative significance of various components to system reliability, have been widely applied in system reliability designs and risk assessments. This article deals with the importance measure for the k-out-of- n system of which components are loaded by common stress. Based on system-level stress–strength interference model, a new computational method for the Birnbaum importance measure is proposed for the k-out-of- n system. Then, two numerical examples are presented to further illustrate the proposed method and some key contents are discussed particularly as follows: (1) the importance measures for the system with s-identical components and nonidentical components are developed, (2) component importance changes as its own strength distribution parameters change and (3) the new method corrects the errors caused by ignoring the failure dependency.

Funder

National Natural Science Foundation of China

National Institute on Drug Abuse

Publisher

SAGE Publications

Subject

Safety, Risk, Reliability and Quality

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Multi-layer statistical analysis and surrogate model based fatigue crack growth reliability assessment of lifting lug structure under random load history;Engineering Fracture Mechanics;2024-10

2. Importance measure evaluation of manufacturing systems based on improved LeaderRank algorithm;Journal of Mechanical Science and Technology;2024-03

3. Inference on the stress-strength reliability of multi-component systems based on progressive first failure censored samples;Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability;2023-08-04

4. Importance measure-based resilience analysis of a wind power generation system;Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability;2021-03-05

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