Reliability optimization for series systems under uncertain component failure rates in the design phase
文献类型：期刊论文
| 作者 | Ge, Qianru1; Peng, Hao3 ; van Houtum, Geert-Jan1; Adan, Ivo1,2
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| 刊名 | INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS
 |
| 出版日期 | 2018-02-01 |
| 卷号 | 196页码:163-175 |
| 关键词 | Capital goods Reliability optimization Performance-based contracting Life cycle cost |
| ISSN号 | 0925-5273 |
| DOI | 10.1016/j.ijpe.2017.10.022 |
| 英文摘要 | We develop an optimization model to determine the reliability design of critical components in a serial system. The system is under a service contract, and a penalty cost has to be paid by the OEM when the total system down time exceeds a predetermined level, which complicates the evaluation of the expected cost under a given reliability design. Furthermore, in the design phase for each critical component, all possible designs are subject to uncertain component failure rates. Considering the computational intractability of evaluating the system performance, we develop approximate evaluation methods which take the system uncertainty into account. Numerical results show that the method which includes randomness in the number of failures, failure rates and repair times leads to efficient and accurate evaluations and to close-to-optimal design decisions when used in an enumeration procedure for the optimization problem. We also show that ignoring these three types of uncertainty may result in bad design decisions. |
| WOS研究方向 | Engineering ; Operations Research & Management Science |
| 语种 | 英语 |
| WOS记录号 | WOS:000423635600013 |
| 出版者 | ELSEVIER SCIENCE BV |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/29512]  |
| 专题 | 系统科学研究所 |
| 通讯作者 | van Houtum, Geert-Jan |
| 作者单位 | 1.Eindhoven Univ Technol, Dept Ind Engn & Innovat Sci, Eindhoven, Netherlands 2.Eindhoven Univ Technol, Dept Mech Engn, Eindhoven, Netherlands 3.Chinese Acad Sci, Acad Math & Syst Sci, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | Ge, Qianru,Peng, Hao,van Houtum, Geert-Jan,et al. Reliability optimization for series systems under uncertain component failure rates in the design phase[J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS,2018,196:163-175. |
| APA | Ge, Qianru,Peng, Hao,van Houtum, Geert-Jan,&Adan, Ivo.(2018).Reliability optimization for series systems under uncertain component failure rates in the design phase.INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS,196,163-175. |
| MLA | Ge, Qianru,et al."Reliability optimization for series systems under uncertain component failure rates in the design phase".INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS 196(2018):163-175. |
入库方式： OAI收割
来源：数学与系统科学研究院
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