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Joint optimization of condition-based maintenance and production lot-sizing
Peng, Hao1; van Houtum, Geert-Jan2
2016-08-16
Source PublicationEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
ISSN0377-2217
Volume253Issue:1Pages:94-107
AbstractDue to the development of sensor technologies nowadays, condition-based maintenance (CBM) programs can be established and optimized based on the data collected through condition monitoring. The CBM activities can significantly increase the uptime of a machine. However, they should be conducted in a coordinated way with the production plan to reduce the interruptions. On the other hand, the production lot size should also be optimized by taking the CBM activities into account. Relatively fewer works have been done to investigate the impact of the CBM policy on production lot-sizing and to propose joint optimization models of both the economic manufacturing quantity (EMQ) and CBM policy. In this paper, we evaluate the average long-run cost rate of a degrading manufacturing system using renewal theory. The optimal EMQ and CBM policy can be obtained by minimizing the average long-run cost rate that includes setup cost, inventory holding cost, lost sales cost, predictive maintenance cost and corrective maintenance cost Unlike previous works on this topic, we allow the use of continuous time and continuous state degradation processes, which broadens the application area of this model. Numerical examples are provided to illustrate the utilization of our model. (C) 2016 Elsevier B.V. All rights reserved.
Keyword-Condition-based maintenance Economic manufacturing quantity
DOI10.1016/j.ejor.2016.02.027
Language英语
Funding ProjectPresident Fund of Academy of Mathematics and Systems Science, Chinese Academy of Sciences[2015-hwyxqnrc-ph]
WOS Research AreaBusiness & Economics ; Operations Research & Management Science
WOS SubjectManagement ; Operations Research & Management Science
WOS IDWOS:000374613900008
PublisherELSEVIER SCIENCE BV
Citation statistics
Cited Times:22[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/22621
Collection系统科学研究所
Affiliation1.Chinese Acad Sci, Acad Math & Syst Sci, Zhongguancun East 55, Beijing 100190, Peoples R China
2.Eindhoven Univ Technol, Dept Ind Engn & Innovat Sci, Postbus 513, NL-5600 MB Eindhoven, Netherlands
Recommended Citation
GB/T 7714
Peng, Hao,van Houtum, Geert-Jan. Joint optimization of condition-based maintenance and production lot-sizing[J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH,2016,253(1):94-107.
APA Peng, Hao,&van Houtum, Geert-Jan.(2016).Joint optimization of condition-based maintenance and production lot-sizing.EUROPEAN JOURNAL OF OPERATIONAL RESEARCH,253(1),94-107.
MLA Peng, Hao,et al."Joint optimization of condition-based maintenance and production lot-sizing".EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 253.1(2016):94-107.
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