Modeling and optimization of metal forming processes

T. Manninen, Jari Larkiola, L. Cser, A. Revuelta, Antti Korhonen

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleProfessional

Abstract

This chapter discusses the application of advanced modelling tools in the plastic forming and processing of metals. The tools include numerical modelling techniques, such as the finite element method (FEM), and more recently, artificial intelligence techniques, such as various types of artificial neural networks as well as data mining. Examples of real production processes, such as the production of sheet by rolling, deep drawing of stainless steel kitchen sinks, continuous extrusion of electrical conductors as well cutting of metal and tube hydroforming, will be presented. It is shown that defects can be avoided and tool life increased through optimization of plastic forming processes.
Original languageEnglish
Title of host publicationMetal Forming Science and Practice
Subtitle of host publicationA State-of-the Art Volume in Honour of Professor J.A.Schey's 80th Birthday
EditorsJ.G. Lenard
PublisherElsevier
Chapter10
Pages193-212
ISBN (Electronic)978-0-08-053631-6
ISBN (Print)978-0-08-044024-8
DOIs
Publication statusPublished - 8 Oct 2002
MoE publication typeD2 Article in professional manuals or guides or professional information systems or text book material

Fingerprint

Metal forming
Plastics forming
Kitchens
Deep drawing
Metals
Artificial intelligence
Extrusion
Data mining
Stainless steel
Neural networks
Finite element method
Defects
Processing

Cite this

Manninen, T., Larkiola, J., Cser, L., Revuelta, A., & Korhonen, A. (2002). Modeling and optimization of metal forming processes. In J. G. Lenard (Ed.), Metal Forming Science and Practice: A State-of-the Art Volume in Honour of Professor J.A.Schey's 80th Birthday (pp. 193-212). Elsevier. https://doi.org/10.1016/B978-008044024-8/50010-2
Manninen, T. ; Larkiola, Jari ; Cser, L. ; Revuelta, A. ; Korhonen, Antti. / Modeling and optimization of metal forming processes. Metal Forming Science and Practice: A State-of-the Art Volume in Honour of Professor J.A.Schey's 80th Birthday. editor / J.G. Lenard. Elsevier, 2002. pp. 193-212
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Manninen, T, Larkiola, J, Cser, L, Revuelta, A & Korhonen, A 2002, Modeling and optimization of metal forming processes. in JG Lenard (ed.), Metal Forming Science and Practice: A State-of-the Art Volume in Honour of Professor J.A.Schey's 80th Birthday. Elsevier, pp. 193-212. https://doi.org/10.1016/B978-008044024-8/50010-2

Modeling and optimization of metal forming processes. / Manninen, T.; Larkiola, Jari; Cser, L.; Revuelta, A.; Korhonen, Antti.

Metal Forming Science and Practice: A State-of-the Art Volume in Honour of Professor J.A.Schey's 80th Birthday. ed. / J.G. Lenard. Elsevier, 2002. p. 193-212.

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleProfessional

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AB - This chapter discusses the application of advanced modelling tools in the plastic forming and processing of metals. The tools include numerical modelling techniques, such as the finite element method (FEM), and more recently, artificial intelligence techniques, such as various types of artificial neural networks as well as data mining. Examples of real production processes, such as the production of sheet by rolling, deep drawing of stainless steel kitchen sinks, continuous extrusion of electrical conductors as well cutting of metal and tube hydroforming, will be presented. It is shown that defects can be avoided and tool life increased through optimization of plastic forming processes.

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Manninen T, Larkiola J, Cser L, Revuelta A, Korhonen A. Modeling and optimization of metal forming processes. In Lenard JG, editor, Metal Forming Science and Practice: A State-of-the Art Volume in Honour of Professor J.A.Schey's 80th Birthday. Elsevier. 2002. p. 193-212 https://doi.org/10.1016/B978-008044024-8/50010-2