Robust optimization of metal forming processes using a metamodel-based strategy

J.H. Wiebenga; G. Klaseboer; Antonius H. van den Boogaard

doi:10.1063/1.3589484

Robust optimization of metal forming processes using a metamodel-based strategy

J.H. Wiebenga
, G. Klaseboer
, Antonius H. van den Boogaard

Faculty of Engineering Technology

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

2 Citations (Scopus)

228 Downloads (Pure)

Abstract

Robustness, optimization and Finite Element (FE) simulations are of major importance for achieving better products and cost reductions in the metal forming industry. In this paper, a metamodel-based robust optimization strategy is proposed for metal forming processes. The applicability of the strategy is demonstrated by application to an analytical test function and an industrial V-bending process. The results of both applications underline the importance of including uncertainty and robustness explicitly in the optimization procedure.

Original language	English
Title of host publication	The 14th International Conference on Material Forming ESAFORM 2011 Proceedings
Editors	Gary Menary
Place of Publication	Belfast
Publisher	American Institute of Physics
Pages	11-16
ISBN (Print)	9780735409118
DOIs	https://doi.org/10.1063/1.3589484
Publication status	Published - 27 Apr 2011
Event	14th ESAFORM International Conference on Material Forming 2011 - Queen's University Belfast, Belfast, United Kingdom Duration: 27 Apr 2011 → 29 Apr 2011 Conference number: 14

Publication series

Name	AIP Conference Proceedings
Publisher	American Institute of Physics
Volume	1353
ISSN (Print)	0094-243X
ISSN (Electronic)	1551-7616

Conference

Conference	14th ESAFORM International Conference on Material Forming 2011
Abbreviated title	ESAFORM
Country/Territory	United Kingdom
City	Belfast
Period	27/04/11 → 29/04/11

Keywords

Optimization
Metal forming
FEM
Robustness
Uncertainty
IR-76864
METIS-275229

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10.1063/1.3589484

Wiebenga11robust

Cite this

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title = "Robust optimization of metal forming processes using a metamodel-based strategy",

abstract = "Robustness, optimization and Finite Element (FE) simulations are of major importance for achieving better products and cost reductions in the metal forming industry. In this paper, a metamodel-based robust optimization strategy is proposed for metal forming processes. The applicability of the strategy is demonstrated by application to an analytical test function and an industrial V-bending process. The results of both applications underline the importance of including uncertainty and robustness explicitly in the optimization procedure.",

keywords = "Optimization, Metal forming, FEM, Robustness, Uncertainty, IR-76864, METIS-275229",

author = "J.H. Wiebenga and G. Klaseboer and \{van den Boogaard\}, \{Antonius H.\}",

year = "2011",

month = apr,

day = "27",

doi = "10.1063/1.3589484",

language = "English",

isbn = "9780735409118",

series = "AIP Conference Proceedings",

publisher = "American Institute of Physics",

pages = "11--16",

editor = "Gary Menary",

booktitle = "The 14th International Conference on Material Forming ESAFORM 2011 Proceedings",

address = "United States",

note = "14th ESAFORM International Conference on Material Forming 2011, ESAFORM ; Conference date: 27-04-2011 Through 29-04-2011",

}

Wiebenga, JH, Klaseboer, G & van den Boogaard, AH 2011, Robust optimization of metal forming processes using a metamodel-based strategy. in G Menary (ed.), The 14th International Conference on Material Forming ESAFORM 2011 Proceedings. AIP Conference Proceedings, vol. 1353, American Institute of Physics, Belfast, pp. 11-16, 14th ESAFORM International Conference on Material Forming 2011, Belfast, United Kingdom, 27/04/11. https://doi.org/10.1063/1.3589484

Robust optimization of metal forming processes using a metamodel-based strategy. / Wiebenga, J.H.; Klaseboer, G.; van den Boogaard, Antonius H.
The 14th International Conference on Material Forming ESAFORM 2011 Proceedings. ed. / Gary Menary. Belfast: American Institute of Physics, 2011. p. 11-16 (AIP Conference Proceedings; Vol. 1353).

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

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T1 - Robust optimization of metal forming processes using a metamodel-based strategy

AU - Wiebenga, J.H.

AU - Klaseboer, G.

AU - van den Boogaard, Antonius H.

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PY - 2011/4/27

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N2 - Robustness, optimization and Finite Element (FE) simulations are of major importance for achieving better products and cost reductions in the metal forming industry. In this paper, a metamodel-based robust optimization strategy is proposed for metal forming processes. The applicability of the strategy is demonstrated by application to an analytical test function and an industrial V-bending process. The results of both applications underline the importance of including uncertainty and robustness explicitly in the optimization procedure.

AB - Robustness, optimization and Finite Element (FE) simulations are of major importance for achieving better products and cost reductions in the metal forming industry. In this paper, a metamodel-based robust optimization strategy is proposed for metal forming processes. The applicability of the strategy is demonstrated by application to an analytical test function and an industrial V-bending process. The results of both applications underline the importance of including uncertainty and robustness explicitly in the optimization procedure.

KW - Optimization

KW - Metal forming

KW - FEM

KW - Robustness

KW - Uncertainty

KW - IR-76864

KW - METIS-275229

U2 - 10.1063/1.3589484

DO - 10.1063/1.3589484

M3 - Conference contribution

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BT - The 14th International Conference on Material Forming ESAFORM 2011 Proceedings

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PB - American Institute of Physics

CY - Belfast

T2 - 14th ESAFORM International Conference on Material Forming 2011

Y2 - 27 April 2011 through 29 April 2011

ER -

Robust optimization of metal forming processes using a metamodel-based strategy

Abstract

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Keywords

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