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Preventive maintenance model based on the renewal-geometric process

Authors :
Niu, Caiyun
Jiang, Jiang
Ge, Bingfeng
Chen, Yingwu
Source :
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability; April 2022, Vol. 236 Issue: 2 p348-356, 9p
Publication Year :
2022

Abstract

Renewal-geometric process is used to describe such a non-homogeneous deteriorating process that a system will deteriorate after several consecutive repairs, not after each repair described by the geometric process. In the maintenance domain, the effect of corrective maintenance after failure is generally not repairable as new (e.g. geometrically deteriorating). Preventive maintenance is critical before a system failure, due to economic losses and security threats caused by a sudden shutdown. Therefore, this article assumes that a system is geometrically deteriorating after corrective maintenance, wherein preventive maintenances sequence in the same repair period form a renewal process since it can restore the system to the initial state of the period. Furthermore, a binary policy (N,T)is utilized to minimize the long-run average cost rate, where Nrepresents the number corrective maintenances and Tdenotes the time interval between two consecutive preventive maintenances. In particular, pseudo-age replacement model represents a special case of N=1, which is considered as a generalization of the traditional age-based replacement model. Subsequently, the optimal policy N*can be verified in theory and an asymptotic optimal policy (N*,T*)can be obtained based on a heuristic grid search. Finally, numerical examples verify the effectiveness of this proposed model and show that implementation of preventive maintenance for some repairable systems is superior to no preventive maintenance in both economic and reliability aspects.

Details

Language :
English
ISSN :
1748006X and 17480078
Volume :
236
Issue :
2
Database :
Supplemental Index
Journal :
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability
Publication Type :
Periodical
Accession number :
ejs53464316
Full Text :
https://doi.org/10.1177/1748006X20918787