Preventive maintenance and replacement policies for deteriorating production systems subject to imperfect repairs

被引:21
|
作者
Nodem, F. I. Dehayem [2 ]
Gharbi, A. [1 ]
Kenne, J. -P. [2 ]
机构
[1] Ecole Technol Super, Prod Syst Design & Control Lab, Automated Prod Engn Dept, Montreal, PQ H3C 1K3, Canada
[2] Ecole Technol Super, Prod Technol Integrat Lab, Dept Mech Engn, Montreal, PQ H3C 1K3, Canada
关键词
manufacturing systems; numerical methods; optimal control; damage failures; replacement; repair; preventive maintenance; MINIMAL REPAIR; MANUFACTURING SYSTEM; GENERAL REPAIR; MODEL; FAILURE;
D O I
10.1080/00207543.2010.492798
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper presents a special case of integration of the preventive maintenance into the repair/replacement policy of a failure-prone system. The machine of the considered system exhibits increasing failure intensity and increasing repair times. To reduce the failure rate and subsequent repair times following a failure, there is an incentive to perform preventive maintenance on the machine before failure. When a failure occurs, the machine can be repaired or replaced by a new one. Thus the machine's mode at any time can be classified as either operating, in repair, in replacement or in preventive maintenance. The decision variables of the system are the repair/replacement switching age or number of failures at the time of the machine's failure and the preventive maintenance rate. The problem of determining the repair/replacement and preventive maintenance policies is formulated as a semi-Markov decision process and numerical methods are given in order to compute optimal policies which minimise the average cost incurred by preventive maintenance, repair and replacement over an infinite planning horizon. As expected, the decisions to repair or to replace the machine upon a failure are modified by performing preventive maintenance. A numerical example is given and a sensitivity analysis is performed to illustrate the proposed approach and to show the impact of various parameters on the control policies thus obtained.
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页码:3543 / 3563
页数:21
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