Real-time scheduling for reentrant hybrid flow shops: A decision tree based mechanism and its application to a TFT-LCD line
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Choi, Hyun-Seon | - |
dc.contributor.author | Kim, Ji-Su | - |
dc.contributor.author | Lee, Dong-Ho | - |
dc.date.accessioned | 2021-06-23T11:04:13Z | - |
dc.date.available | 2021-06-23T11:04:13Z | - |
dc.date.created | 2021-01-21 | - |
dc.date.issued | 2011-04 | - |
dc.identifier.issn | 0957-4174 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/erica/handle/2021.sw.erica/38192 | - |
dc.description.abstract | A reentrant hybrid flow shop, typically found in the electronics industry, is an extended system of the ordinary flow shop in such a way that there exist one or more parallel machines at each serial stage and each job has the reentrant product flow, i.e., a job may visit a stage several times. Among the operational issues in reentrant hybrid flow shops, we focus on the scheduling problem that determines the allocation of jobs to the machines at each stage as well as the sequence of the jobs assigned to each machine. Unlike the theoretical approach on reentrant hybrid flow shop scheduling, we suggest a real-time scheduling mechanism with a decision tree when selecting appropriate dispatching rules. The decision tree, one of the commonly used data mining techniques, is adopted to eliminate the computational burden required to carry out simulation runs to select dispatching rules. To illustrate the mechanism suggested in this study, a case study was performed on a thin film transistor-liquid crystal display (TFT-LCD) manufacturing line and the results are reported for various system performance measures. (C) 2010 Elsevier Ltd. All rights reserved. | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | PERGAMON-ELSEVIER SCIENCE LTD | - |
dc.title | Real-time scheduling for reentrant hybrid flow shops: A decision tree based mechanism and its application to a TFT-LCD line | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Lee, Dong-Ho | - |
dc.identifier.doi | 10.1016/j.eswa.2010.08.139 | - |
dc.identifier.scopusid | 2-s2.0-78650684480 | - |
dc.identifier.wosid | 000286904600066 | - |
dc.identifier.bibliographicCitation | EXPERT SYSTEMS WITH APPLICATIONS, v.38, no.4, pp.3514 - 3521 | - |
dc.relation.isPartOf | EXPERT SYSTEMS WITH APPLICATIONS | - |
dc.citation.title | EXPERT SYSTEMS WITH APPLICATIONS | - |
dc.citation.volume | 38 | - |
dc.citation.number | 4 | - |
dc.citation.startPage | 3514 | - |
dc.citation.endPage | 3521 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.isOpenAccess | N | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Computer Science | - |
dc.relation.journalResearchArea | Engineering | - |
dc.relation.journalResearchArea | Operations Research & Management Science | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Artificial Intelligence | - |
dc.relation.journalWebOfScienceCategory | Engineering, Electrical & Electronic | - |
dc.relation.journalWebOfScienceCategory | Operations Research & Management Science | - |
dc.subject.keywordPlus | SEMICONDUCTOR WAFER FABRICATION | - |
dc.subject.keywordPlus | FLEXIBLE MANUFACTURING SYSTEM | - |
dc.subject.keywordPlus | DISPATCHING RULES | - |
dc.subject.keywordPlus | SIMULATION | - |
dc.subject.keywordPlus | POLICIES | - |
dc.subject.keywordPlus | RELEASE | - |
dc.subject.keywordAuthor | Reentrant hybrid flow shops | - |
dc.subject.keywordAuthor | Real-time scheduling | - |
dc.subject.keywordAuthor | Decision tree | - |
dc.subject.keywordAuthor | Case study | - |
dc.identifier.url | https://www.sciencedirect.com/science/article/pii/S0957417410009474?via%3Dihub | - |
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.
55 Hanyangdeahak-ro, Sangnok-gu, Ansan, Gyeonggi-do, 15588, Korea+82-31-400-4269 sweetbrain@hanyang.ac.kr
COPYRIGHT © 2021 HANYANG UNIVERSITY. ALL RIGHTS RESERVED.
Certain data included herein are derived from the © Web of Science of Clarivate Analytics. All rights reserved.
You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.