DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, Young-In | ko |
dc.contributor.author | Kim, Hyun-Jung | ko |
dc.date.accessioned | 2021-09-01T01:30:31Z | - |
dc.date.available | 2021-09-01T01:30:31Z | - |
dc.date.created | 2020-07-20 | - |
dc.date.created | 2020-07-20 | - |
dc.date.issued | 2021-09 | - |
dc.identifier.citation | INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, v.59, no.17, pp.5236 - 5258 | - |
dc.identifier.issn | 0020-7543 | - |
dc.identifier.uri | http://hdl.handle.net/10203/287552 | - |
dc.description.abstract | We address a rescheduling problem of unrelated parallel machines with job-dependent setup times where a machine breakdown is known in advance. Typical rescheduling methods usually re-assign or re-sequence jobs from a given schedule after machines break down. Recently, machine breakdowns can be forecasted with high accuracy before their actual occurrences from IoT sensors or artificial intelligence methods. We therefore define a new rescheduling problem in which jobs are re-assigned before machine breakdowns occur, and propose a mathematical programming model with three objective measures, makespan, stability and penalty cost. We then develop a simulated annealing (SA) algorithm combined with a fuzzy logic controller for adjusting the parameters in SA. We demonstrate the performance of the proposed algorithm with extensive experiments. | - |
dc.language | English | - |
dc.publisher | TAYLOR & FRANCIS LTD | - |
dc.title | Rescheduling of unrelated parallel machines with job-dependent setup times under forecasted machine breakdown | - |
dc.type | Article | - |
dc.identifier.wosid | 000545144200001 | - |
dc.identifier.scopusid | 2-s2.0-85087015761 | - |
dc.type.rims | ART | - |
dc.citation.volume | 59 | - |
dc.citation.issue | 17 | - |
dc.citation.beginningpage | 5236 | - |
dc.citation.endingpage | 5258 | - |
dc.citation.publicationname | INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH | - |
dc.identifier.doi | 10.1080/00207543.2020.1775910 | - |
dc.contributor.localauthor | Kim, Hyun-Jung | - |
dc.contributor.nonIdAuthor | Kim, Young-In | - |
dc.description.isOpenAccess | N | - |
dc.type.journalArticle | Article | - |
dc.subject.keywordAuthor | Rescheduling | - |
dc.subject.keywordAuthor | machine breakdowns | - |
dc.subject.keywordAuthor | unrelated parallel machines | - |
dc.subject.keywordAuthor | simulated-annealing | - |
dc.subject.keywordAuthor | fuzzy logic controller | - |
dc.subject.keywordPlus | DUE-DATE ASSIGNMENT | - |
dc.subject.keywordPlus | MINIMIZE MAKESPAN | - |
dc.subject.keywordPlus | ALGORITHM | - |
dc.subject.keywordPlus | SEARCH | - |
dc.subject.keywordPlus | OPTIMIZATION | - |
dc.subject.keywordPlus | CONVERGENCE | - |
dc.subject.keywordPlus | DISRUPTION | - |
dc.subject.keywordPlus | TARDINESS | - |
dc.subject.keywordPlus | POLICIES | - |
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