Buradasınız

Anasayfa » Content

Some Studies on Forming Optimization with Genetic Algorithm

Journal Name:

  • An International Journal of Optimization and Control: Theories & Applications

Publication Year:

  • 2012

Keywords (Original Language):

Author Name

AMS Codes:

Bookmark/Search this post with
Abstract (Original Language): 
Forming is a compression-tension process involving wide spectrum of operations and flow conditions. The result of the process depends on the large number of parameters and their interdependence. The selection of various parameters is still based on trial and error methods. In this paper the authors present a new approach to optimize the geometry parameters of circular components, process parameters such as blank holder pressure and coefficient of friction etc. The optimization problem has been formulated with the objective of optimizing the maximum forming load required in Forming. Genetic algorithm is used as a tool for the optimization: to optimize the drawing load and to optimize the process parameters. A finite element analysis simulation software Fast Form Advanced is used for the validations of the results after optimization with prior results
FULL TEXT (PDF): 
PDF icon arastirmax-some-studies-forming-optimization-genetic-algorithm.pdf
  • 2
105
112
  • English

REFERENCES

References: 

[1] Kyung K. Choi and Nam H. Kim, “Design
Optimization of Deep Drawing Process” The
Centre for Computer-Aided Design and
Department of Mechanical Engineering
College of Engineering, University of Iowa,
2-3.
[2] Luisa Gama Caldas, Leslie K. Norford,
2002) “A Design Optimization Tool Based
On A Genetic Algorithm” Journal of
Automation in Construction, Elsevier
Publications,Vol. 11, 3-4, (2002).
[3] Mustafa Yasar, Halil Ibrahim Demirci,
Ibrahim Kadi 2006) “Detonation forming of
aluminium cylindrical cups experimental
and theoretical modelling” Journal of
Materials & Design, Elsevier Publications,
27, 397-404, (2006).
[4] Mustafa Yasar, Zeki Korkmaz, Muammer
Gavas “Forming sheet metals by means of
multi-point deep drawing method” Journal
of Materials & Design, Elsevier
Publications, 28, 2647-2650, (2007).
[5] Erkan Onder, A. Erman Tekkaya
“Numerical simulation of various cross
sectional work pieces using conventional
deep drawing and hydro forming
technologies” Journal of Machine Tool &
Manufacture, Elsevier Publications, 48, 532-
535, (2008).
[6] Wenfeng Zhang, Rajiv Shivpuri,
“Probabilistic design of aluminum sheet
drawing for reduced risk of wrinkling and
fracture” Reliability Engineering & System
Safety, Elsevier Publications, (2008).
[7] Kurt Lang, (Professor, University of
Stuttgart) “Hand Book of Metal Forming”
McGraw Hill Publications, pp 20.3 - 20.7,
(1985).
[8] Roger Pierce, “Sheet Metal Forming” Adam
Hilgar, Bristol Philadelphia and New York,
pp 5 - 15.
[9] Goldberg, D. E., “Genetic Algorithm in
Search, Optimization and Machine
Learning” Pearson Education Private
Limited. India, pp 290-292, (2003).

Thank you for copying data from http://www.arastirmax.com