Scheduling optimal replacement policies for a stochastically deteriorating system subject to two types of shocks

被引:18
|
作者
Dong, Wenjie [1 ]
Liu, Sifeng [1 ]
Cao, Yingsai [2 ]
Javed, Saad Ahmed [3 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Econ & Management, Nanjing, Peoples R China
[2] Jiangsu Univ, Coll Management, Zhenjiang, Jiangsu, Peoples R China
[3] Nanjing Univ Informat Sci & Technol, Sch Business, Nanjing, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Degradation modelling; Gamma processes; Two types of shocks; Periodic replacement policy; Inspection replacement policy; COMPETING FAILURE PROCESSES; CONDITION-BASED MAINTENANCE; INSPECTION POLICIES; DEGRADATION MODEL; MINIMAL REPAIR; TIME; METHODOLOGY;
D O I
10.1016/j.isatra.2020.12.017
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper is aimed at scheduling optimal preventive replacement policies for a single unit system which is subject to stochastic deterioration and concurrently suffers from external shocks. Different from existing literature, two types of shocks are taken into account according to the effectiveness upon arrival of a random shock, in which Type shock is a non-fatal one increasing the damage magnitude on current degradation amount and Type shock is a fatal one resulting in system catastrophic failure immediately. System survival function is investigated numerically based on the degradation-threshold-shock (DTS) modelling framework, and subsequently, two categories of bivariate maintenance policies are scheduled from different perspectives. The optimal solutions for both policies are derived analytically, and the relative gain on the optimal average maintenance cost rate is incorporated to determine which policy is more profitable. An illustrative example is provided to validate the theoretical results. (C) 2020 ISA. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:292 / 301
页数:10
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