Some Studies on Forming Optimization with Genetic Algorithm


  • Ganesh Marotrao KAKANDIKAR Vidya Pratishthans College of Engineering, Baramati, Pune
  • Vilas M. NANDEDKAR Professor in Production Engineering Department, Shri Guru Gobind Singhji Institute of Engineering and Technology, Nanded, Maharashtra, 431606, India.



Sheet Metal, Forming, Genetic Algorithm, Optimization.


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 presents 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 for the optimization purpose to minimize 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.


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Author Biography

Ganesh Marotrao KAKANDIKAR, Vidya Pratishthans College of Engineering, Baramati, Pune

Assistant Professor in Mechanical Engineering


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.

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).

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).

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).

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).

Wenfeng Zhang, Rajiv Shivpuri, “Probabilistic design of aluminum sheet drawing for reduced risk of wrinkling and fracture†Reliability Engineering & System Safety, Elsevier Publications, (2008).

Kurt Lang, (Professor, University of Stuttgart) “Hand Book of Metal Forming†McGraw Hill Publications, pp 20.3 - 20.7, (1985).

Roger Pierce, “Sheet Metal Forming†Adam Hilgar, Bristol Philadelphia and New York, pp 5 - 15.

Goldberg, D. E., “Genetic Algorithm in Search, Optimization and Machine Learning†Pearson Education Private Limited. India, pp 290-292, (2003).



DOI: 10.11121/ijocta.01.2012.0047
Published: 2012-05-28

How to Cite

KAKANDIKAR, G. M., & NANDEDKAR, V. M. (2012). Some Studies on Forming Optimization with Genetic Algorithm. An International Journal of Optimization and Control: Theories & Applications (IJOCTA), 2(2), 105–112.



Optimization & Applications