Optimal inspection and mission abort policies for systems subject to degradation

被引:105
|
作者
Zhao, Xian [1 ]
Sun, Jinglei [1 ]
Qiu, Qingan [1 ]
Chen, Ke [2 ]
机构
[1] Beijing Inst Technol, Sch Management & Econ, Beijing, Peoples R China
[2] Beijing Inst Technol, Sch Math & Stat, Beijing, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Mission abort; Markov decision process; Mission reliability; System survivability; PREVENTIVE MAINTENANCE POLICY; RELIABILITY; FAILURES; SERIES;
D O I
10.1016/j.ejor.2020.11.015
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Safety-critical systems are commonly required to perform missions in various engineering fields. Failures of safety-critical systems may result in irretrievable economic losses and significant damages. To enhance the system survivability, mission abort is usually conducted if the failure risk becomes too high. This paper investigates the joint optimization of inspection and condition based mission abort policies for systems subject to continuous degradation. Dynamic mission abort decisions are considered based on the degradation level together with the time in mission. The problem is formulated within the framework of Markov decision process to minimize the expected costs of inspection, mission failure and system failure. In addition to deriving some structural properties, we also numerically evaluate several heuristic policies where mission reliability and system survivability are derived. Numerical studies are presented to validate the obtained results. (C) 2020 Elsevier B.V. All rights reserved.
引用
收藏
页码:610 / 621
页数:12
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