Hybrid preventive maintenance model based on reliability constraint

被引：0

作者：

Department of Control Science and Engineering, Zhejiang University, Hangzhou 310027, China ^{[1
]}

不详 ^{[2
]}

机构：

[1] Department of Control Science and Engineering, Zhejiang University

[2] Zhejiang Electric Power Test and Research Institute

来源：

Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science) | 2008年 / 42卷 / 08期

关键词：

Hybrid model; Preventive maintenance; Random variable; Reliability;

D O I：

10.3785/j.issn.1008-973X.2008.08.018

中图分类号：

学科分类号：

摘要：

A hybrid preventive maintenance model for equipment maintenance features was established based on two maintenance strategies of equipment failure rate decay and age decrease. Reliability constraint condition was introduced to the mathematical model for optimization of average maintenance cost in unit time. The optimal preventive maintenance strategy could be achieved to balance maintenance costs and reliability relations. Random variable was used to assess the effect of the hybrid model. The hybrid preventive maintenance model for a paper machine equipment which met the failure time Weibull distribution was solved to obtain the optimal preventive maintenance strategy. In the strategy, the maintenance cost decreased 10.11% to the average cost and 21.05% to the maximum cost. Simulation shows that the hybrid model based on reliability constraint can realize the minimum average cost per unit time in meeting the minimum reliability standard. This approach can be used for scheduling the maintenance plan and provide the decision support for job shop scheduling.

引用

页码：1376 / 1379

页数：3

共 7 条

[1] Barlow R., Hunter L., Optimum preventive maintenance policies, European Journal of Operational Research, 8, 2, pp. 90-100, (1960)
[2] Lie C.H., Chun Y.H., An algorithm for preventive maintenance policy, IEEE Transactions on Reliability, 35, 1, pp. 71-75, (1986)
[3] Malik M., Reliable preventive maintenance scheduling, AIIE Transactions, 11, 2, pp. 221-228, (1979)
[4] Zhao Y.X., On preventive maintenance policy of a critical reliability level for system subject to degradation, Reliability Engineering and System Safety, 79, 3, pp. 301-308, (2003)
[5] Han B.-J., Fan X.-M., Ma D.-Z., Research on the optimal preventive maintenance policy based on reliability constraints, Chinese Journal of Mechanical Engineering, 39, 6, pp. 615-619, (2003)
[6] Sun J.-K., Li Z.-N., Statistic analysis of mechanical reliability in maintenance, Machine Design and Manufacturing Engineering, 29, 2, pp. 71-73, (2000)
[7] Zequeira R.I., Berenguer C., Periodic imperfect preventive maintenance with two categories of competing failure modes, Reliability Engineering and System Safety, 91, 4, pp. 460-468, (2006)

← 1 →