On preventive maintenance of systems with lifetimes dependent on a random shock process

被引:70
作者
Cha, Ji Hwan [1 ]
Finkelstein, Maxim [2 ,3 ]
Levitin, Gregory [4 ]
机构
[1] Ewha Womans Univ, Dept Stat, Seoul 120750, South Korea
[2] Univ Free State, Dept Math Stat, Bloemfontein, South Africa
[3] ITMO Univ, 49 Kronverkskiy Pr, St Petersburg 197101, Russia
[4] Israel Elect Corp Ltd, Haifa, Israel
基金
新加坡国家研究基金会;
关键词
Shock process; Poisson process; Preventive maintenace; Age replacement; Intensity process; SUBJECT; REPLACEMENT; DEGRADATION; FAILURE; REPAIR; POLICY; MODEL;
D O I
10.1016/j.ress.2017.03.023
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
We consider preventive maintenance (age replacement) of items operating in a random environment modeled by a Poisson process of shocks. An item is replaced either on failure or on the predetermined replacement time, whichever comes first. Each shock in our stochastic model has a double effect. On one hand, it acts, directly on the failure rate of an item, which results in the corresponding stochastic failure rate process. On the other hand, each shock causes additional 'damage', which can be attributed, e.g., to a short drop in the output of an item. The corresponding optimization problem is considered and illustrated by detailed numerical examples. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:90 / 97
页数:8
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