Condition-based reallocation and maintenance for a 1-out-of-2 pairs balanced system

被引:6
|
作者
Chai, Xiaofei [1 ,2 ]
Kilic, Onur A. [2 ]
Veldman, Jasper [2 ]
Teunter, Ruud H. [2 ]
Zhao, Xian [1 ,3 ]
机构
[1] Beijing Inst Technol, Sch Econ, Beijing 100081, Peoples R China
[2] Univ Groningen, Fac Econ & Business, Dept Operat, POB 800, NL-9700 AV Groningen, Netherlands
[3] Minist Ind & Informat Technol, Digital Econ & Policy Intelligentizat Key Lab, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Reliability; Unit reallocation; Balanced system; Condition-based maintenance; Markov decision process; RELIABILITY;
D O I
10.1016/j.ejor.2024.05.028
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
In a system consisting of multiple functionally exchangeable units, differences in units' degradation levels can significantly affect the system's performance. Dynamic reallocation of these units can improve performance and prolong the lifetime of the system. This study is the first to quantify the benefit of incorporating reallocation into a condition-based maintenance framework for a 1 -out -of -2 pairs balanced system-a system with two pairs of units that functions if there is at least one functioning pair. The balance condition requires that the two units in the same pair should be active or inactive at the same time. Unit degradation is modeled as a Gamma process and is inspected periodically. A Markov decision process model is developed to determine the optimal integrated reallocation and maintenance policy that minimizes the long-run average cost per unit time. A numerical study illustrates that the proposed integrated reallocation and maintenance policy significantly outperforms other limited policies, including reallocate-only and maintain-only policies.
引用
收藏
页码:618 / 628
页数:11
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