Condition-based maintenance optimization based on matrix algebra

被引：2
|
作者：
de Jonge, Bram [1 ,2 ]
机构：
[1] Univ Groningen, Fac Econ & Business, Dept Operat, Groningen, Netherlands
[2] POB 800, NL-9700 AV Groningen, Netherlands
来源：
OPERATIONS RESEARCH LETTERS | 2021年 / 49卷 / 05期
关键词：
Maintenance; Condition-based maintenance; Planning time; Matrix algebra; Markov chain; DETERIORATING SYSTEM; POLICY;
D O I：
10.1016/j.orl.2021.08.005
中图分类号：
C93 [管理学]; O22 [运筹学];
学科分类号：
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要：
We develop a matrix algebra approach for optimizing condition-based maintenance with a planning time for gradually deteriorating, continuously monitored equipment. This avoids the calculation times of simulation and the approximations of more direct approaches. We consider a model in which maintenance after failure should be planned as well, resulting in downtime, and a model with emergency repairs upon failure. Numerical examples are provided to compare the optimal policies of the two models and their performances under different parameter settings. (C) 2021 The Author(s). Published by Elsevier B.V.
引用
收藏
页码：741 / 747
页数：7
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