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Publication type: Conference paper
Type of review: Peer review (abstract)
Title: SimLack: simulation-based optimization and scheduling of generic powder coating lines
Authors: Hollenstein, Lukas
Lötscher, Adrian
Luccarini, Fabian
DOI: 10.21256/zhaw-4956
Proceedings: Tagungsband ASIM 2018, 24. Symposium Simulationstechnik
Editors of the parent work: Deatcu, Christina
Schramm, Thomas
Zobel, Kay
Volume(Issue): ARGESIM Report 56
Page(s): 45
Pages to: 50
Conference details: 24. Symposium Simulationstechnik (ASIM 2018), Hamburg, Deutschland, 4.-5. Oktober 2018
Issue Date: 2018
Publisher / Ed. Institution: Argesim
Publisher / Ed. Institution: Wien
ISBN: 978-3-901608-12-4
Language: English
Subjects: Modellierung; Simulation; Automatische Modellerzeugung; Domain Specific Languages; Produktionsplanung; Lackieranlagen
Subject (DDC): 003: Systems
670: Manufacturing
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.
Further description:
Fulltext version: Published version
License (according to publishing contract): Licence according to publishing contract
Departement: Life Sciences and Facility Management
Organisational Unit: Institute of Computational Life Sciences (ICLS)
Published as part of the ZHAW project: Generisches Simulations- und Planungstool für Lackieranlagen
Appears in collections:Publikationen Life Sciences und Facility Management

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