Fixture Layout Optimization for Large Metal Sheets Using Genetic Algorithm
Commenced in January 2007
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Edition: International
Paper Count: 33122
Fixture Layout Optimization for Large Metal Sheets Using Genetic Algorithm

Authors: Zeshan Ahmad, Matteo Zoppi, Rezia Molfino

Abstract:

The geometric errors in the manufacturing process can be reduced by optimal positioning of the fixture elements in the fixture to make the workpiece stiff. We propose a new fixture layout optimization method N-3-2-1 for large metal sheets in this paper that combines the genetic algorithm and finite element analysis. The objective function in this method is to minimize the sum of the nodal deflection normal to the surface of the workpiece. Two different kinds of case studies are presented, and optimal position of the fixturing element is obtained for different cases.

Keywords: Fixture layout, optimization, fixturing element, genetic algorithm.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1087207

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References:


[1] G. Prabhaharan, K. P. Padmanaban, R. Krishnakumar, “Machining fixture layout optimization using FEM and evolutionary techniques,” International Journal of Advanced Manufacturing Technology, vol. 32, pp. 1090-1103, 2007.
[2] R.J. Menassa, W.R. DeVries, “Optimization methods applied to selecting support positions in fixture design,” ASME Journal of Engineering for Industry, vol. 113, pp. 412-418, 1991.
[3] R.T. Meyer, F.W. Liou, “Fixture analysis under dynamic machining,” International Journal of Production Research, vol. 35, no. 5, pp. 1471- 1489, 1997.
[4] U. Roy, J. Liao, “Geometric reasoning for re-allocation of supporting and clamping positions in the automated fixture design system,” IEEE Transactions, vol. 31, pp. 313-322, 1999.
[5] Z.J. Tao, A.S. Kumar, A.Y.C. Nee, “A computational geometry approach to optimum clamping synthesis of machining fixtures,” International Journal of Production Research, vol. 37, no. 15, pp. 3495-3517, 1999.
[6] B. Li, S.N. Melkote, “Improved workpiece location accuracy through fixture layout optimization,” International Journal of Machine Tools and Manufacture, vol. 39, pp. 871-883, 1999.
[7] Y.J. Liao, S.J. Hu, “Flexible multibody dynamics based fixture– workpiece analysis model for fixturing stability,” International Journal of Machine Tools and Manufacture, vol. 40, pp. 343-362, 2000.
[8] B. Li, S.N. Melkote, “Optimal fixture design accounting for the effect of workpiece dynamics,” International Journal of Advanced Manufacturing Technology, vol. 18, pp. 701-707, 2001.
[9] E.Y.T. Tan, A.S. Kumar, J.Y.H. Fuh, A.Y.C. Nee, “Modeling, analysis and verification of optimal fixturing design,” IEEE Transactions on Automation Science and Engineering, vol. 1, no. 2, pp. 121-132, 2004.
[10] N. Amaral, J.J. Rencis, Y. Rong, “Development of a finite element analysis tool for fixture design integrity verification and optimization,” International Journal of Advanced Manufacturing Technology, vol. 21, pp. 411-419, 2004.
[11] W. Cai, S. J. Hu, and J. X. Yuan, “Deformable sheet metal fixturing: principles, algorithms, and simulations,” Journal of Manufacturing Science and Engineering, vol.118, issue 3, pp. 318-324, 1996.
[12] ] B. Li and B. W. Shiu, “Principle and simulation of fixture configuration design for sheet metal assembly with laser welding. Part 2: optimal configuration design with the genetic algorithm,” International Journal of Advanced Manufacturing Technology, vol. 18, pp. 276-284, 2001.
[13] B. Li, B. W. Shiu and K. J. Lau, “Fixture configuration design for sheet metal assembly with laser welding: A case study,” The International Journal of Advanced Manufacturing Technology, vol. 19, pp. 501-509.
[14] W Cai, “Fixture optimization for sheet panel assembly considering welding gun variations,” Journal of Mechanical Engineering Science, vol. 222, pp. 235-246, 2008
[15] J. Ma, M. Y. Wang, “Compliant fixture layout design using topology optimization method,” 2011 IEEE International Conference on Robotics and Automation, Shanghai, China, May 9-13, 2011.
[16] H. Cheng, Y. Li, K.F. Zhang, C. Luan, Y.W. Xu, M. H. Li, “Optimization method of fixture layout for aeronautical thin-walled structures with automated riveting,” Assembly Automation, vol. 32, pp. 323- 332, 2012.
[17] L. Xiong, R. Molfino, M. Zoppi, “Fixture layout optimization for flexible aerospace parts based on self-reconfigurable swarm intelligent fixture system,” The International Journal of Advanced Manufacturing Technology, pp. 1-9, 2012.