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Simulation based optimization of a sheet-metal press line
University West, Department of Engineering Science, Division of Electrical and Automation Engineering. (PTW)ORCID iD: 0000-0002-8878-2718
University West, Department of Engineering Science, Division of Electrical and Automation Engineering. (PTW)ORCID iD: 0000-0002-6604-6904
University West, Department of Engineering Science, Division of Electrical and Automation Engineering. University West, Department of Engineering Science, Division of Production Systems. (PTW)
2009 (English)In: IEEE Conference on Emerging Technologies & Factory Automation, ETFA 2009, 2009, p. 1-8Conference paper, Published paper (Refereed)
Abstract [en]

An off-line optimization of a sheet-metal press line is performed with improved production performances, both in terms of increased production rate and smoother robot motions. Smooth motions prevent the sheet-metal to slide out of position or even fall out, thereby causing lengthy down times. The simulation based method use a process optimizer connected to a time synchronized virtual manufacturing model including real industrial control systems, e.g. PLC. The key benefit herein is that all tuned control system parameters can be directly downloaded to the real press line without any post-processing or transformations. The challenge to find suitable optimization algorithms for a press line that handle highly nonlinear, discontinuous functions; considerable number of parameters; and long evaluation times is reached.

Place, publisher, year, edition, pages
2009. p. 1-8
Series
IEEE Conference Publications, ISSN 1946-0759
Keywords [en]
industrial robots, nonlinear functions, optimisation, sheet metal processing, PLC, discontinuous function, industrial control systems, nonlinear function, off-line optimization, production rate, robot motions, sheet-metal press line, simulation-based optimization, smooth motions, time synchronized virtual manufacturing model
National Category
Control Engineering
Research subject
ENGINEERING, Manufacturing and materials engineering
Identifiers
URN: urn:nbn:se:hv:diva-2214DOI: 10.1109/ETFA.2009.5346992ISBN: 978-1-4244-2727-7 (print)ISBN: 978-1-4244-2728-4 (print)OAI: oai:DiVA.org:hv-2214DiVA, id: diva2:293871
Conference
IEEE Conference on Emerging Technologies & Factory Automation, ETFA 2009, Sep 22-25, Palma de Mallorca, Spain
Available from: 2010-02-15 Created: 2010-02-15 Last updated: 2020-04-02Bibliographically approved
In thesis
1. Optimisation of Manufacturing Systems Using Time Synchronised Simulation
Open this publication in new window or tab >>Optimisation of Manufacturing Systems Using Time Synchronised Simulation
2010 (English)Licentiate thesis, comprehensive summary (Other academic)
Place, publisher, year, edition, pages
Göteborg: Chalmers, 2010. p. 42
Series
Technical Report R Department of Signals and Systems, Chalmers University of Technology, ISSN 1403-266X ; 2010:003
Keywords
Simulation based optimisation, virtual manufacturing, industrial control system, PLC, continuous simulation, parameter tuning, optimisation methods
National Category
Production Engineering, Human Work Science and Ergonomics
Research subject
ENGINEERING, Manufacturing and materials engineering
Identifiers
urn:nbn:se:hv:diva-2481 (URN)
Presentation
(English)
Available from: 2010-05-25 Created: 2010-05-21 Last updated: 2016-02-09Bibliographically approved

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Svensson, BoDanielsson, FredrikLennartson, Bengt

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