Joint optimization of condition-based maintenance and production lot-sizing
文献类型：期刊论文
| 作者 | Peng, Hao1 ; van Houtum, Geert-Jan2
|
| 刊名 | EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
 |
| 出版日期 | 2016-08-16 |
| 卷号 | 253期号:1页码:94-107 |
| 关键词 | -Condition-based maintenance Economic manufacturing quantity |
| ISSN号 | 0377-2217 |
| DOI | 10.1016/j.ejor.2016.02.027 |
| 英文摘要 | 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. |
| 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 |
| 语种 | 英语 |
| WOS记录号 | WOS:000374613900008 |
| 出版者 | ELSEVIER SCIENCE BV |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/22620]  |
| 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. |
入库方式： OAI收割
来源：数学与系统科学研究院
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