Loading [MathJax]/extensions/tex2jax.js

Data-Driven Compensation for Bulk Formed Parts Based on Material Point Tracking

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Authors

  • Daniel Maier
  • Christoph Hartmann
  • Michael Till
  • Christoph Büdenbender
  • Bernd Arno Behrens

External Research Organisations

  • Technical University of Munich (TUM)
Plum Print visual indicator of research metrics
  • Citations
    • Citation Indexes: 6
  • Captures
    • Readers: 5
see details

Details

Original languageEnglish
Title of host publicationAdvances in Engineering Plasticity and its Application IX
EditorsJeong Whan Yoon, Heung Nam Han, Beom Soo Kang, Young-Suk Kim
Pages277-284
Number of pages8
ISBN (electronic)978-3-0357-3362-4
Publication statusPublished - 25 Feb 2019
Event14th Asia-Pacific Symposium on Engineering Plasticity and its Applications, AEPA 2018 - Seogwipo-si, Korea, Republic of
Duration: 2 Dec 20187 Dec 2018

Publication series

NameKey Engineering Materials
Volume794 KEM
ISSN (Print)1013-9826
ISSN (electronic)1662-9795

Abstract

Currently, common inefficient trial-and-error procedures are used in designing bulk forming dies. Numerous iterations, consisting of numerical simulations and subsequent real tests, are needed to achieve accurate parts. During the compensation cycles, manual redesign in CAD environments is necessary to transform discrete data into parametric descriptions causing approximation errors. Automation of these surface reconstruction processes is barely possible. To address these issues, different data-driven numerical strategies have been deduced based on either displacement or force. In this work, a material point tracking method in forming simulation between die and part geometry is presented. Based on this, enhanced displacement-based and stress-based methods for compensation of bulk forming parts are compared. The convergence behavior of both methods is analyzed with respect to the compensation factor. Finally, the material point tracking approach is validated and verified by compensating a two-dimensional bulk-formed component.

Keywords

    Bulk forming, Compensation, Control points, Forging, Material point tracking

ASJC Scopus subject areas

Cite this

Data-Driven Compensation for Bulk Formed Parts Based on Material Point Tracking. / Maier, Daniel; Hartmann, Christoph; Till, Michael et al.
Advances in Engineering Plasticity and its Application IX. ed. / Jeong Whan Yoon; Heung Nam Han; Beom Soo Kang; Young-Suk Kim. 2019. p. 277-284 (Key Engineering Materials; Vol. 794 KEM).

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Maier, D, Hartmann, C, Till, M, Büdenbender, C, Behrens, BA & Volk, W 2019, Data-Driven Compensation for Bulk Formed Parts Based on Material Point Tracking. in JW Yoon, HN Han, BS Kang & Y-S Kim (eds), Advances in Engineering Plasticity and its Application IX. Key Engineering Materials, vol. 794 KEM, pp. 277-284, 14th Asia-Pacific Symposium on Engineering Plasticity and its Applications, AEPA 2018, Seogwipo-si, Korea, Republic of, 2 Dec 2018. https://doi.org/10.4028/www.scientific.net/kem.794.277
Maier, D., Hartmann, C., Till, M., Büdenbender, C., Behrens, B. A., & Volk, W. (2019). Data-Driven Compensation for Bulk Formed Parts Based on Material Point Tracking. In J. W. Yoon, H. N. Han, B. S. Kang, & Y.-S. Kim (Eds.), Advances in Engineering Plasticity and its Application IX (pp. 277-284). (Key Engineering Materials; Vol. 794 KEM). https://doi.org/10.4028/www.scientific.net/kem.794.277
Maier D, Hartmann C, Till M, Büdenbender C, Behrens BA, Volk W. Data-Driven Compensation for Bulk Formed Parts Based on Material Point Tracking. In Yoon JW, Han HN, Kang BS, Kim YS, editors, Advances in Engineering Plasticity and its Application IX. 2019. p. 277-284. (Key Engineering Materials). doi: 10.4028/www.scientific.net/kem.794.277
Maier, Daniel ; Hartmann, Christoph ; Till, Michael et al. / Data-Driven Compensation for Bulk Formed Parts Based on Material Point Tracking. Advances in Engineering Plasticity and its Application IX. editor / Jeong Whan Yoon ; Heung Nam Han ; Beom Soo Kang ; Young-Suk Kim. 2019. pp. 277-284 (Key Engineering Materials).
Download
@inproceedings{ffcb2a6440d548a4bbe6bc8c2decf641,
title = "Data-Driven Compensation for Bulk Formed Parts Based on Material Point Tracking",
abstract = "Currently, common inefficient trial-and-error procedures are used in designing bulk forming dies. Numerous iterations, consisting of numerical simulations and subsequent real tests, are needed to achieve accurate parts. During the compensation cycles, manual redesign in CAD environments is necessary to transform discrete data into parametric descriptions causing approximation errors. Automation of these surface reconstruction processes is barely possible. To address these issues, different data-driven numerical strategies have been deduced based on either displacement or force. In this work, a material point tracking method in forming simulation between die and part geometry is presented. Based on this, enhanced displacement-based and stress-based methods for compensation of bulk forming parts are compared. The convergence behavior of both methods is analyzed with respect to the compensation factor. Finally, the material point tracking approach is validated and verified by compensating a two-dimensional bulk-formed component.",
keywords = "Bulk forming, Compensation, Control points, Forging, Material point tracking",
author = "Daniel Maier and Christoph Hartmann and Michael Till and Christoph B{\"u}denbender and Behrens, {Bernd Arno} and Wolfram Volk",
note = "Funding Information:We would like to thank the German Research Foundation (DFG) for financial support under grant number BE1691/213.; 14th Asia-Pacific Symposium on Engineering Plasticity and its Applications, AEPA 2018 ; Conference date: 02-12-2018 Through 07-12-2018",
year = "2019",
month = feb,
day = "25",
doi = "10.4028/www.scientific.net/kem.794.277",
language = "English",
isbn = "978-3-0357-1362-6",
series = "Key Engineering Materials",
pages = "277--284",
editor = "Yoon, {Jeong Whan} and Han, {Heung Nam} and Kang, {Beom Soo} and Young-Suk Kim",
booktitle = "Advances in Engineering Plasticity and its Application IX",

}

Download

TY - GEN

T1 - Data-Driven Compensation for Bulk Formed Parts Based on Material Point Tracking

AU - Maier, Daniel

AU - Hartmann, Christoph

AU - Till, Michael

AU - Büdenbender, Christoph

AU - Behrens, Bernd Arno

AU - Volk, Wolfram

N1 - Funding Information:We would like to thank the German Research Foundation (DFG) for financial support under grant number BE1691/213.

PY - 2019/2/25

Y1 - 2019/2/25

N2 - Currently, common inefficient trial-and-error procedures are used in designing bulk forming dies. Numerous iterations, consisting of numerical simulations and subsequent real tests, are needed to achieve accurate parts. During the compensation cycles, manual redesign in CAD environments is necessary to transform discrete data into parametric descriptions causing approximation errors. Automation of these surface reconstruction processes is barely possible. To address these issues, different data-driven numerical strategies have been deduced based on either displacement or force. In this work, a material point tracking method in forming simulation between die and part geometry is presented. Based on this, enhanced displacement-based and stress-based methods for compensation of bulk forming parts are compared. The convergence behavior of both methods is analyzed with respect to the compensation factor. Finally, the material point tracking approach is validated and verified by compensating a two-dimensional bulk-formed component.

AB - Currently, common inefficient trial-and-error procedures are used in designing bulk forming dies. Numerous iterations, consisting of numerical simulations and subsequent real tests, are needed to achieve accurate parts. During the compensation cycles, manual redesign in CAD environments is necessary to transform discrete data into parametric descriptions causing approximation errors. Automation of these surface reconstruction processes is barely possible. To address these issues, different data-driven numerical strategies have been deduced based on either displacement or force. In this work, a material point tracking method in forming simulation between die and part geometry is presented. Based on this, enhanced displacement-based and stress-based methods for compensation of bulk forming parts are compared. The convergence behavior of both methods is analyzed with respect to the compensation factor. Finally, the material point tracking approach is validated and verified by compensating a two-dimensional bulk-formed component.

KW - Bulk forming

KW - Compensation

KW - Control points

KW - Forging

KW - Material point tracking

UR - http://www.scopus.com/inward/record.url?scp=85067870494&partnerID=8YFLogxK

U2 - 10.4028/www.scientific.net/kem.794.277

DO - 10.4028/www.scientific.net/kem.794.277

M3 - Conference contribution

AN - SCOPUS:85067870494

SN - 978-3-0357-1362-6

T3 - Key Engineering Materials

SP - 277

EP - 284

BT - Advances in Engineering Plasticity and its Application IX

A2 - Yoon, Jeong Whan

A2 - Han, Heung Nam

A2 - Kang, Beom Soo

A2 - Kim, Young-Suk

T2 - 14th Asia-Pacific Symposium on Engineering Plasticity and its Applications, AEPA 2018

Y2 - 2 December 2018 through 7 December 2018

ER -