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Optimization of Sheet Metal Forming Process Using Mahalanobis Taguchi System

마하라노비스 다구찌(Mahalanobis Taguchi) 시스템을 이용한 박판 성형 공정의 최적화

  • Kim, Kyung-Mo (School of Industrial Engineering, Kumoh National Institute of Technology)
  • 김경모 (금오공과대학교 산업공학부)
  • Received : 2015.10.02
  • Accepted : 2015.12.22
  • Published : 2016.02.29

Abstract

Wrinkle, spring-back, and fracture are major defects frequently found in the sheet metal forming process, and the reduction of such defects is difficult as they are affected by uncontrollable factors, such as variations in properties of the incoming material and process parameters. Without any countermeasures against these issues, attempts to reduce defects through optimal design methods often lead to failure. In this research, a new multi-attribute robust design methodology, based on the Mahalanobis Taguchi System (MTS), is presented for reducing the possibilities of wrinkle, spring-back, and fracture. MTS performs experimentation, based on the orthogonal array under various noise conditions, uses the SN ratio of the Mahalanobis distance as a performance metric. The proposed method is illustrated through a robust design of the sheet metal forming process of a cross member of automotive body.

Keywords

References

  1. Kim. K. M., Yin. J. J. and Suh. Y. S., "Process optimization of sheet metal forming using operating window", ASME 2009 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, pp. 1-8, 2009.
  2. Kim. K. M. and Yin. J. J., "Robust design of springback in sheet metal forming", Journal of the Korean Society of Manufacturing Process Engineers, Vol. 12, No. 2, pp. 41-48, 2013.
  3. Zhang. W. and Shivpuri. R., "Probabilistic design of aluminum sheet drawing for reduced risk of wrinkling and fracture", Reliability Engineering and System Safety, Vol. 94, No. 2, pp. 152-161, 2009. https://doi.org/10.1016/j.ress.2008.02.024
  4. Chen. P. and Koc. M., "Simulation of springback variation in forming of advanced high strength steels", Journal of Materials Processing Technology, Vol. 190, No. 1, pp. 189-198, 2007. https://doi.org/10.1016/j.jmatprotec.2007.02.046
  5. Zhang. Z. T., and Lee. D., "Effects of process variables and material properties on the springback behavior of 2D-draw bending parts", SAE Technical Paper, No. 950692, pp. 11-18, 1995.
  6. Song. J. H., Huh. S. H., Kim. S. H. and Park. S. H., "Springback reduction in stamping of front side member with a response surface method", Proceedings of the 6th International Conference, Numisheet, pp. 303-308, 2005.
  7. Li. Y. Q., Cui. Z. S., Ruan. X. Y. and Zhang. D. J., "Application of six sigma robust optimization in sheet metal forming", PAIP Conference Proceedings, Vol. 778, No. A, pp. 819, 2005.
  8. Bae. G. H., Song. J. H., Huh. S. H., Kim. S. H. and Park. S. H., "Simulation-based prediction model of the draw-bead restraining force and its application to sheet metal forming process", Journal of Materials Processing Technology, Vol. 187, pp. 123-127, 2007.
  9. Stoughton. T. B., "Model of drawbead forces in sheet metal forming", Proceedings of the 15th Biennial IDDRG Congress, pp. 205-215, 1988.
  10. Liu. G., Lin, Z. and Bao. Y., "Optimization design of drawbead in drawing tools of autobody cover panel", Journal of Engineering Materials and Technology, Vol. 124, No. 2, pp. 278-285, 2002. https://doi.org/10.1115/1.1448523
  11. Kim. K. M. and Yin. J. J., "Optimization of sheet metal forming process by using decision-making theory", Journal of the Korean Society of Manufacturing Process Engineers, Vol. 11, No. 2, pp. 125-136, 2012.
  12. Jugulum. R., Taguchi. G., Taguchi. S., and Wilkins. J., Discussion on "A review and analysis of Mahalanobis-Taguchi system", Technometrics, Vol. 45, No. 1, pp. 16-21, 2003. https://doi.org/10.1198/004017002188618635
  13. AutoForm, Autoform Engineering GmbH and ETH, Zurich, 2013.
  14. Taguchi. G., Chowdhury. S., and Wu. Y., TAGUCHI'S Quality Engineering HANDBOOK, Wiley, New Jersey, pp. 318-330, 2004.

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