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A condition-based maintenance model for a single component in a system with scheduled and unscheduled downs
Zhu, Qiushi1,2; Peng, Hao3; Timmerman, Bas4; van Houtum, Geert-Jan1
2017-11-01
Source PublicationINTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS
ISSN0925-5273
Volume193Pages:365-380
AbstractWe introduce a maintenance model for a single component that is part of a complex engineering system and has a monotic, stochastic degradation process. For this component, a warning limit is given and we use a condition based maintenance (CBM) policy. The other components in the system are assumed to follow failure-based and periodic maintenance policies and their maintenance actions lead to unscheduled and scheduled downs of the system. These downs constitute opportunities for the single CBM component. If the degradation is at or above a control limit at an unscheduled or scheduled down, the component is replaced preventively and one saves on downtime and setup costs. We derive an efficient and accurate approximate evaluation procedure. Further, we show that this approximate evaluation leads to a close-to-optimal control limit policy when used within the optimization procedure and we show the potential savings when both unscheduled and scheduled downs are used as opportunities for the CBM component. Finally, we demonstrate that our model can be well used as a building block to solve multi-component CBM problems with many components.
KeywordCondition-based maintenance Complex systems Opportunistic maintenance Scheduled downs Unscheduled downs
DOI10.1016/j.ijpe.2017.07.014
Language英语
Funding ProjectTKI Dinalog ; National Center for Mathematics and Interdisciplinary Sciences of the Chinese Academy of Sciences ; Chinese Ministry of Science and Technology[2016YFF0203801]
WOS Research AreaEngineering ; Operations Research & Management Science
WOS SubjectEngineering, Industrial ; Engineering, Manufacturing ; Operations Research & Management Science
WOS IDWOS:000414814700032
PublisherELSEVIER SCIENCE BV
Citation statistics
Cited Times:8[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/26879
Collection系统科学研究所
Affiliation1.Eindhoven Univ Technol, Sch Ind Engn, Eindhoven, Netherlands
2.Wuhan ZD Vis Technol Co Ltd, Wuhan, Hubei, Peoples R China
3.Chinese Acad Sci, Acad Math & Syst Sci, Beijing, Peoples R China
4.Gordian Logist Experts, Maarssen, Netherlands
Recommended Citation
GB/T 7714
Zhu, Qiushi,Peng, Hao,Timmerman, Bas,et al. A condition-based maintenance model for a single component in a system with scheduled and unscheduled downs[J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS,2017,193:365-380.
APA Zhu, Qiushi,Peng, Hao,Timmerman, Bas,&van Houtum, Geert-Jan.(2017).A condition-based maintenance model for a single component in a system with scheduled and unscheduled downs.INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS,193,365-380.
MLA Zhu, Qiushi,et al."A condition-based maintenance model for a single component in a system with scheduled and unscheduled downs".INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS 193(2017):365-380.
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