Joint optimization of condition-based maintenance and production lot-sizing

doi:10.1016/j.ejor.2016.02.027

CSpace > 系统科学研究所

	Joint optimization of condition-based maintenance and production lot-sizing
	Peng, Hao1 ; van Houtum, Geert-Jan 2
	2016-08-16
发表期刊	EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
ISSN	0377-2217
卷号	253 期号:1 页码:94-107
摘要	Due 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.
关键词	-Condition-based maintenance Economic manufacturing quantity
DOI	10.1016/j.ejor.2016.02.027
语种	英语
资助项目	President Fund of Academy of Mathematics and Systems Science, Chinese Academy of Sciences[2015-hwyxqnrc-ph]
WOS研究方向	Business & Economics ; Operations Research & Management Science
WOS类目	Management ; Operations Research & Management Science
WOS记录号	WOS:000374613900008
出版者	ELSEVIER SCIENCE BV
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/22621
专题	系统科学研究所
通讯作者	Peng, Hao
作者单位	1.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
推荐引用方式 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.