An adapted case-based reasoning system for design and manufacturing of tailored forming multi-material components

Research output: Contribution to journalArticleResearchpeer review

Authors

  • Renan Siqueira
  • Mehdi Bibani
  • Deniz Duran
  • Iryna Mozgova
  • Roland Lachmayer
  • Bernd Arno Behrens
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Details

Original languageEnglish
Pages (from-to)1175-1184
Number of pages10
JournalInternational Journal on Interactive Design and Manufacturing
Volume13
Issue number3
Early online date24 Apr 2019
Publication statusPublished - 1 Sept 2019

Abstract

New manufacturing technologies need suitable design methods to deal with the presented challenges. Equally, design methods must deliver innovative solutions and give a direction to the development of these manufacturing technologies. One of these in-development technologies is tailored forming, a process-chain to manufacture higher-performance hybrid components. Therefore, this process requires a proper design method to deal with the challenges of multi-material design and the manufacturing restrictions involved. The lack of a fluent communication between design and manufacturing is, however, an obstacle to achieve the desired goals. With this intent, the present study wants to bridge both fields by creating a common platform for information exchange. For that, a case-based reasoning environment is used as an interface and adapted to allow the flow of both kinds of data. On the design side, a parametric model is constructed and simulated through an automated interface, generating a large solution space. On the manufacturing side, the geometries are digitized and compared with the simulated results. At the end, the method is able to deliver an optimized design that covers the restrictions of the manufacturing process, allowing the further development of tailored forming technology.

Keywords

    Computer aided design, Design methods, Engineering design, Multi-material design, Parametric design

ASJC Scopus subject areas

Cite this

An adapted case-based reasoning system for design and manufacturing of tailored forming multi-material components. / Siqueira, Renan; Bibani, Mehdi; Duran, Deniz et al.
In: International Journal on Interactive Design and Manufacturing, Vol. 13, No. 3, 01.09.2019, p. 1175-1184.

Research output: Contribution to journalArticleResearchpeer review

Siqueira, R, Bibani, M, Duran, D, Mozgova, I, Lachmayer, R & Behrens, BA 2019, 'An adapted case-based reasoning system for design and manufacturing of tailored forming multi-material components', International Journal on Interactive Design and Manufacturing, vol. 13, no. 3, pp. 1175-1184. https://doi.org/10.1007/s12008-019-00566-7
Siqueira, R., Bibani, M., Duran, D., Mozgova, I., Lachmayer, R., & Behrens, B. A. (2019). An adapted case-based reasoning system for design and manufacturing of tailored forming multi-material components. International Journal on Interactive Design and Manufacturing, 13(3), 1175-1184. https://doi.org/10.1007/s12008-019-00566-7
Siqueira R, Bibani M, Duran D, Mozgova I, Lachmayer R, Behrens BA. An adapted case-based reasoning system for design and manufacturing of tailored forming multi-material components. International Journal on Interactive Design and Manufacturing. 2019 Sept 1;13(3):1175-1184. Epub 2019 Apr 24. doi: 10.1007/s12008-019-00566-7
Siqueira, Renan ; Bibani, Mehdi ; Duran, Deniz et al. / An adapted case-based reasoning system for design and manufacturing of tailored forming multi-material components. In: International Journal on Interactive Design and Manufacturing. 2019 ; Vol. 13, No. 3. pp. 1175-1184.
Download
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abstract = "New manufacturing technologies need suitable design methods to deal with the presented challenges. Equally, design methods must deliver innovative solutions and give a direction to the development of these manufacturing technologies. One of these in-development technologies is tailored forming, a process-chain to manufacture higher-performance hybrid components. Therefore, this process requires a proper design method to deal with the challenges of multi-material design and the manufacturing restrictions involved. The lack of a fluent communication between design and manufacturing is, however, an obstacle to achieve the desired goals. With this intent, the present study wants to bridge both fields by creating a common platform for information exchange. For that, a case-based reasoning environment is used as an interface and adapted to allow the flow of both kinds of data. On the design side, a parametric model is constructed and simulated through an automated interface, generating a large solution space. On the manufacturing side, the geometries are digitized and compared with the simulated results. At the end, the method is able to deliver an optimized design that covers the restrictions of the manufacturing process, allowing the further development of tailored forming technology.",
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