An efficient strategy to describe the propagation of variation through multi-stage metal forming processes

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Abstract

In this work an efficient strategy to describe the propagation of uncertainty throughout a production process is proposed and validated. A two-stage metal forming process is used to demonstrate the proposed strategy. A metamodel of the first stage is built using a singular value decomposition combined with multiquadric radial basis functions. The strategy is validated by comparing the propagated results from the first stage, of both the metamodel and a finite element model, to a second stage finite element model for a new set of validation points. Using the proposed strategy, it will be possible to efficiently optimize multi-stage processes under uncertainty.

Original languageEnglish
Title of host publicationProceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics
EditorsD. Moens, W. Desmet, B. Pluymers, W. Rottiers
PublisherKatholieke Universiteit Leuven
Pages5133-5141
Number of pages9
ISBN (Electronic)9789073802995
Publication statusPublished - 2018
Externally publishedYes
Event28th International Conference on Noise and Vibration Engineering, ISMA 2018 - KU Leuven, Campus of Social Sciences, Leuven, Belgium
Duration: 17 Sep 201819 Sep 2018
Conference number: 28
https://www.isma-isaac.be/isma2018/

Conference

Conference28th International Conference on Noise and Vibration Engineering, ISMA 2018
Abbreviated titleISMA
CountryBelgium
CityLeuven
Period17/09/1819/09/18
OtherOrganised in conjunction with the 7th edition of the International Conference on Uncertainty in Structural Dynamics - USD2018
Internet address

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  • Cite this

    De Gooijer, B. M., Hazrati-Marangalou, J., Geijselaers, H. J. M., & Van Den Boogaard, A. H. (2018). An efficient strategy to describe the propagation of variation through multi-stage metal forming processes. In D. Moens, W. Desmet, B. Pluymers, & W. Rottiers (Eds.), Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics (pp. 5133-5141). Katholieke Universiteit Leuven.