Name
Title | ||
|---|---|---|
Optimal inspection-based preventive maintenance policy for three-state mechanical components under competing failure modes. |
Abstract | ||
|---|---|---|
The degradation of mechanical components is non-stationary and their degradation level can only be detected through offline discrete inspection in most cases. Aiming at the effect of the non-stationary feature and the delay of state detection caused by discrete inspection on long-run operation cost, this paper focuses on proposing an optimal inspection-based maintenance policy for three-state mechanical components subject to competing failure modes. A double-Wiener-process degradation model is established to describe the two operation states, which includes two Wiener process models under the same law but with different parameters. In addition, a preventive maintenance policy including a degradation threshold, an age threshold and a degradation control limit are adopted. A five-scenario probability-based model is proposed to describe the state evolution during one inspection interval and then the analytical model of the impact of delay on detecting state-transition and degradation-level on preventive maintenance policy is proposed. An optimization model of an inspection- based maintenance is established. Finally, sensitivity analysis in terms of the decision variables for state-transition time distribution and parameters in wear-out state is carried out based on numerical examples and the efficiency and superiority of the proposed policy is demonstrated by comparing with the current two-state maintenance policy. |
Year | DOI | Venue |
|---|---|---|
2016 | 10.1016/j.ress.2016.02.007 | Reliability Engineering & System Safety |
Keywords | Field | DocType |
Optimal preventive maintenance,Periodic inspection,Wiener process,Compound Poisson process,Three-state components | Wiener process,Time distribution,Decision variables,Control limits,State evolution,Engineering,Mechanical components,Preventive maintenance,Compound Poisson process,Reliability engineering | Journal |
Volume | ISSN | Citations |
152 | 0951-8320 | 10 |
PageRank | References | Authors |
0.54 | 16 | 6 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Jian Zhang | 1 | 10 | 2.91 |
| Xiaoyan Huang | 2 | 49 | 9.39 |
| You-tong Fang | 3 | 43 | 6.67 |
| Jing Zhou | 4 | 10 | 0.54 |
| He Zhang | 5 | 25 | 5.89 |
| Jing Li | 6 | 19 | 2.77 |