SIC OpenIR
Joint optimization of lot sizing and condition-based maintenance for multi-component production systems
Cheng, Guo Qing1,2; Zhou, Bing Hai1; Li, Ling2
2017
Source PublicationComputers and Industrial Engineering
ISSN03608352
Volume110Pages:538-549
AbstractThis paper presents a joint optimization model of production lot sizing and condition-based maintenance for a multi-component production system which produces the products to meet the demand in a finite time horizon. The components in the system deteriorate gradually with usage and age. To evaluate the conditions of components, inspections are carried out after each production run. The condition-based maintenance decision-making rules are based not only on the predictive reliability but also on the structural importance of each component. Moreover, the economic dependency among components is also considered when performing corrective maintenance actions. The preventive maintenance cost, the corrective maintenance cost, the setup cost, the inspection cost, the inventory holding cost and the shortage cost are considered in this paper. The aim is to minimize the total cost by jointly optimizing two decision variables: the production lot size and the preventive maintenance threshold. The optimal joint policy is obtained by coupling simulation model and genetic algorithm. Finally, the use and advantages of our model are illustrated through a case study of a cluster tool. © 2017 Elsevier Ltd
DOI10.1016/j.cie.2017.06.033
EI Accession Number20172803901231
EI KeywordsPreventive maintenance
EI Classification Number911 Cost and Value Engineering ; Industrial Economics - 912.2 Management - 913.5 Maintenance
Citation statistics
Cited Times:6[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.sic.ac.cn/handle/331005/25574
Collection中国科学院上海硅酸盐研究所
Affiliation1.School of Mechanical Engineering, Tongji University, Shanghai, China;
2.Department of Information Engineering, Jingdezhen Ceramic Institute, Jingdezhen, China
Recommended Citation
GB/T 7714
Cheng, Guo Qing,Zhou, Bing Hai,Li, Ling. Joint optimization of lot sizing and condition-based maintenance for multi-component production systems[J]. Computers and Industrial Engineering,2017,110:538-549.
APA Cheng, Guo Qing,Zhou, Bing Hai,&Li, Ling.(2017).Joint optimization of lot sizing and condition-based maintenance for multi-component production systems.Computers and Industrial Engineering,110,538-549.
MLA Cheng, Guo Qing,et al."Joint optimization of lot sizing and condition-based maintenance for multi-component production systems".Computers and Industrial Engineering 110(2017):538-549.
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