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A simulation-based scheduling system for real-time optimization and decision making support
Högskolan i Skövde, Forskningscentrum för Virtuella system. Högskolan i Skövde, Institutionen för teknik och samhälle.ORCID-id: 0000-0002-4086-3877
Högskolan i Skövde, Forskningscentrum för Virtuella system. Högskolan i Skövde, Institutionen för teknik och samhälle.ORCID-id: 0000-0003-0111-1776
Computing Sciences and Engineering, De Montfort University Leicester, LE1 9BH, United Kingdom.
2011 (Engelska)Ingår i: Robotics and Computer-Integrated Manufacturing, ISSN 0736-5845, E-ISSN 1879-2537, Vol. 27, nr 4, s. 696-705Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

This paper presents an industrial application of simulation-based optimization (SBO) in the scheduling and real-time rescheduling of a complex machining line in an automotive manufacturer in Sweden. Apart from generating schedules that are robust and adaptive, the scheduler must be able to carry out rescheduling in real time in order to cope with the system uncertainty effectively. A real-time scheduling system is therefore needed to support not only the work of the production planner but also the operators on the shop floor by re-generating feasible schedules when required. This paper describes such a real-time scheduling system, which is in essence a SBO system integrated with the shop floor database system. The scheduling system, called OPTIMISE scheduling system (OSS), uses real-time data from the production line and sends back expert suggestions directly to the operators through Personal Digital Assistants (PDAs). The user interface helps in generating new schedules and enables the users to easily monitor the production progress through visualization of production status and allows them to forecast and display target performance measures. Initial results from this industrial application have shown that such a novel scheduling system can help both in improving the line throughput efficiently and simultaneously supporting real-time decision making.

Ort, förlag, år, upplaga, sidor
Elsevier, 2011. Vol. 27, nr 4, s. 696-705
Nyckelord [en]
Scheduling system, Simulation, Scheduling, Simulation-based optimization
Nationell ämneskategori
Teknik och teknologier
Forskningsämne
Teknik
Identifikatorer
URN: urn:nbn:se:his:diva-4866DOI: 10.1016/j.rcim.2010.12.006ISI: 000291458900006Scopus ID: 2-s2.0-79955656034OAI: oai:DiVA.org:his-4866DiVA, id: diva2:414327
Konferens
20th International Conference on Flexible Automation and Intelligent Manufacturing (FAIM), California State Univ, Oakland, CA, 2010
Tillgänglig från: 2011-05-03 Skapad: 2011-05-03 Senast uppdaterad: 2017-12-11Bibliografiskt granskad

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Frantzén, MarcusNg, Amos H. C.

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