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

B.M. De Gooijer; J. Hazrati-Marangalou; H.J.M. Geijselaers; A.H. Van Den Boogaard

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

B.M. De Gooijer, J. Hazrati-Marangalou, H.J.M. Geijselaers, A.H. Van Den Boogaard

Nonlinear Solid Mechanics

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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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 language	English
Title of host publication	Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics
Editors	D. Moens, W. Desmet, B. Pluymers, W. Rottiers
Place of Publication	Leuven
Publisher	Katholieke Universiteit Leuven
Pages	5133-5141
Number of pages	9
ISBN (Electronic)	9789073802995
Publication status	Published - 2018
Event	7th International Conference on Uncertainty in Structural Dynamics, USD 2018 - Campus Social Sciences, Leuven, Belgium Duration: 17 Sept 2018 → 19 Sept 2018 Conference number: 7

Conference

Conference	7th International Conference on Uncertainty in Structural Dynamics, USD 2018
Abbreviated title	USD 2018
Country/Territory	Belgium
City	Leuven
Period	17/09/18 → 19/09/18

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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.

De Gooijer, B.M. ; Hazrati-Marangalou, J. ; Geijselaers, H.J.M. et al. / An efficient strategy to describe the propagation of variation through multi-stage metal forming processes. Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics. editor / D. Moens ; W. Desmet ; B. Pluymers ; W. Rottiers. Leuven : Katholieke Universiteit Leuven, 2018. pp. 5133-5141

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

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.",

author = "{De Gooijer}, B.M. and J. Hazrati-Marangalou and H.J.M. Geijselaers and {Van Den Boogaard}, A.H.",

year = "2018",

language = "English",

pages = "5133--5141",

editor = "D. Moens and W. Desmet and B. Pluymers and W. Rottiers",

booktitle = "Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics",

publisher = "Katholieke Universiteit Leuven",

note = "7th International Conference on Uncertainty in Structural Dynamics, USD 2018, USD 2018 ; Conference date: 17-09-2018 Through 19-09-2018",

}

De Gooijer, BM , Hazrati-Marangalou, J, Geijselaers, HJM & Van Den Boogaard, AH 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. Katholieke Universiteit Leuven, Leuven, pp. 5133-5141, 7th International Conference on Uncertainty in Structural Dynamics, USD 2018, Leuven, Belgium, 17/09/18.

An efficient strategy to describe the propagation of variation through multi-stage metal forming processes. / De Gooijer, B.M.; Hazrati-Marangalou, J.; Geijselaers, H.J.M. et al.
Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics. ed. / D. Moens; W. Desmet; B. Pluymers; W. Rottiers. Leuven: Katholieke Universiteit Leuven, 2018. p. 5133-5141.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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AB - 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.

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BT - Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics

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De Gooijer BM , Hazrati-Marangalou J, Geijselaers HJM, Van Den Boogaard AH. An efficient strategy to describe the propagation of variation through multi-stage metal forming processes. In Moens D, Desmet W, Pluymers B, Rottiers W, editors, Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics. Leuven: Katholieke Universiteit Leuven. 2018. p. 5133-5141

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

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