Title :
A Bivariate Maintenance Policy for Multi-State Repairable Systems With Monotone Process
Author :
Mimi Zhang ; Min Xie ; Gaudoin, Olivier
Author_Institution :
Dept. of Syst. Eng. & Eng. Manage., City Univ. of Hong Kong, Hong Kong, China
Abstract :
This paper proposes a sequential failure limit maintenance policy for a repairable system. The objective system is assumed to have k+1 states, including one working state and k failure states, and the multiple failure states are classified potentially by features such as failure severity or failure cause. The system deteriorates over time and will be replaced upon the Nth failure. Corrective maintenance is performed immediately upon each of the first (N-1) failures. To avoid the costly failure, preventive maintenance actions will be performed as soon as the system´s reliability drops to a critical threshold R. Both preventive maintenance and corrective maintenance are assumed to be imperfect. Increasing and decreasing geometric processes are introduced to characterize the efficiency of preventive maintenance and corrective maintenance. The objective is to derive an optimal maintenance policy (R*,N*) such that the long-run expected cost per unit time is minimized. The analytical expression of the cost rate function is derived, and the corresponding optimal maintenance policy can be determined numerically. A numerical example is given to illustrate the theoretical results and the maintaining procedure. The decision model shows its adaptability to different possible characteristics of the maintained system.
Keywords :
failure analysis; geometry; numerical analysis; preventive maintenance; reliability theory; analytical expression; bivariate maintenance policy; corrective maintenance; cost rate function; critical threshold; decision model; decreasing geometric process; failure cause; failure severity; failure states; increasing geometric process; monotone process; multistate repairable systems; numerical analysis; objective system; optimal maintenance policy; preventive maintenance actions; sequential failure limit maintenance policy; system reliability; working state; Bibliometrics; Distribution functions; Numerical models; Optimization; Preventive maintenance; Reliability; Geometric process; multiple failure states; quasi-renewal process; sequential failure limit policy;
Journal_Title :
Reliability, IEEE Transactions on
DOI :
10.1109/TR.2013.2285042