SimLack: simulation-based optimization and scheduling of generic powder coating lines

Hollenstein, Lukas; Lötscher, Adrian; Luccarini, Fabian

doi:10.21256/zhaw-4956

Please use this identifier to cite or link to this item: https://doi.org/10.21256/zhaw-4956

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DC Field	Value	Language
dc.contributor.author	Hollenstein, Lukas	-
dc.contributor.author	Lötscher, Adrian	-
dc.contributor.author	Luccarini, Fabian	-
dc.date.accessioned	2018-10-25T12:36:18Z	-
dc.date.available	2018-10-25T12:36:18Z	-
dc.date.issued	2018	-
dc.identifier.isbn	978-3-901608-12-4	de_CH
dc.identifier.uri	https://digitalcollection.zhaw.ch/handle/11475/12128	-
dc.description	https://www.asim2018.de/	de_CH
dc.description.abstract	Powder coating and paint-spray lines are often complex production plants because of many dynamical dependencies, limited buffer space and sequence dependent changeover times. We have developed a generic simulation and optimization platform that enables the engineers to design more performant and energy efficient facilities and the production planners to increase productivity through simulation-based optimization. The simulation environment builds on a generic modelling library that captures all variations of such facilities. Execuable models are generated automatically from annotated CAD layouts. As a result, the system smoothly integrates with the engineering process. Once the facility is in use, the fully specified virtual plant is used for simulation-based scheduling, employing a combination of a generic priority-based heuristic and a variant of simulated annealing. We discuss how these two aspects of the system render it an important innovation for the painting line industry and show first results from the scheduling system.	de_CH
dc.language.iso	en	de_CH
dc.publisher	Argesim	de_CH
dc.rights	Licence according to publishing contract	de_CH
dc.subject	Modellierung	de_CH
dc.subject	Simulation	de_CH
dc.subject	Automatische Modellerzeugung	de_CH
dc.subject	Domain Specific Languages	de_CH
dc.subject	Produktionsplanung	de_CH
dc.subject	Lackieranlagen	de_CH
dc.subject.ddc	003: Systeme	de_CH
dc.subject.ddc	670: Industrielle und handwerkliche Fertigung	de_CH
dc.title	SimLack: simulation-based optimization and scheduling of generic powder coating lines	de_CH
dc.type	Konferenz: Paper	de_CH
dcterms.type	Text	de_CH
zhaw.departement	Life Sciences und Facility Management	de_CH
zhaw.organisationalunit	Institut für Computational Life Sciences (ICLS)	de_CH
zhaw.publisher.place	Wien	de_CH
dc.identifier.doi	10.21256/zhaw-4956	-
zhaw.conference.details	24. Symposium Simulationstechnik (ASIM 2018), Hamburg, Deutschland, 4.-5. Oktober 2018	de_CH
zhaw.funding.eu	No	de_CH
zhaw.originated.zhaw	Yes	de_CH
zhaw.pages.end	50	de_CH
zhaw.pages.start	45	de_CH
zhaw.parentwork.editor	Deatcu, Christina	-
zhaw.parentwork.editor	Schramm, Thomas	-
zhaw.parentwork.editor	Zobel, Kay	-
zhaw.publication.status	publishedVersion	de_CH
zhaw.volume	ARGESIM Report 56	de_CH
zhaw.publication.review	Peer review (Abstract)	de_CH
zhaw.title.proceedings	Tagungsband ASIM 2018, 24. Symposium Simulationstechnik	de_CH
zhaw.webfeed	Industrie 4.0	de_CH
zhaw.webfeed	Simulation and Optimization	de_CH
zhaw.webfeed	Datalab	de_CH
zhaw.funding.zhaw	Generisches Simulations- und Planungstool für Lackieranlagen	de_CH
Appears in collections:	Publikationen Life Sciences und Facility Management

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Hollenstein, L., Lötscher, A., & Luccarini, F. (2018). SimLack: simulation-based optimization and scheduling of generic powder coating lines [Conference paper]. In C. Deatcu, T. Schramm, & K. Zobel (Eds.), Tagungsband ASIM 2018, 24. Symposium Simulationstechnik: Vol. ARGESIM Report 56 (pp. 45–50). Argesim. https://doi.org/10.21256/zhaw-4956

Hollenstein, L., Lötscher, A. and Luccarini, F. (2018) ‘SimLack: simulation-based optimization and scheduling of generic powder coating lines’, in C. Deatcu, T. Schramm, and K. Zobel (eds) Tagungsband ASIM 2018, 24. Symposium Simulationstechnik. Wien: Argesim, pp. 45–50. Available at: https://doi.org/10.21256/zhaw-4956.

L. Hollenstein, A. Lötscher, and F. Luccarini, “SimLack: simulation-based optimization and scheduling of generic powder coating lines,” in Tagungsband ASIM 2018, 24. Symposium Simulationstechnik, 2018, vol. ARGESIM Report 56, pp. 45–50. doi: 10.21256/zhaw-4956.

HOLLENSTEIN, Lukas, Adrian LÖTSCHER und Fabian LUCCARINI, 2018. SimLack: simulation-based optimization and scheduling of generic powder coating lines. In: Christina DEATCU, Thomas SCHRAMM und Kay ZOBEL (Hrsg.), Tagungsband ASIM 2018, 24. Symposium Simulationstechnik. Conference paper. Wien: Argesim. 2018. S. 45–50. ISBN 978-3-901608-12-4

Hollenstein, Lukas, Adrian Lötscher, and Fabian Luccarini. 2018. “SimLack: Simulation-Based Optimization and Scheduling of Generic Powder Coating Lines.” Conference paper. In Tagungsband ASIM 2018, 24. Symposium Simulationstechnik, edited by Christina Deatcu, Thomas Schramm, and Kay Zobel, ARGESIM Report 56:45–50. Wien: Argesim. https://doi.org/10.21256/zhaw-4956.

Hollenstein, Lukas, et al. “SimLack: Simulation-Based Optimization and Scheduling of Generic Powder Coating Lines.” Tagungsband ASIM 2018, 24. Symposium Simulationstechnik, edited by Christina Deatcu et al., vol. ARGESIM Report 56, Argesim, 2018, pp. 45–50, https://doi.org/10.21256/zhaw-4956.