Skip to main content
Log in

Application of central composite design for optimization of two-stage forming process using ultra-thin ferritic stainless steel

  • Published:
Metals and Materials International Aims and scope Submit manuscript

Abstract

Two-stage forming process for manufacturing micro-channels of bipolar plate as a component of a proton exchange membrane fuel cell was optimized. The sheet materials were ultra-thin ferritic stainless steel (FSS) sheets with thicknesses of 0.1 and 0.075 mm. For the successful micro-channel forming in the two-stage forming approach, three process variables during the first stage were selected: punch radius, die radius, and forming depth. In this study, the effect of the three process variables on the formability of ultra-thin FSSs was investigated by finite element (FE) simulations, experiments, and central composite design (CCD) method. The optimum forming process designed by the CCD showed good agreement with those by experiments and FE simulations. The newly adopted optimization tool, CCD, was found to be very useful for optimization of process parameters in the multi-step sheet metal forming processes.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. J.-B. Lee and I. Oh, Met. Mater. Int. 20, 629 (2014).

    Article  Google Scholar 

  2. C.-H. Park and K.-H. Baik, Met. Mater. Int. 20, 63 (2014).

    Article  Google Scholar 

  3. H. R. Park, Korean J. Met. Mater. 52, 421 (2014).

    Article  Google Scholar 

  4. H. J. Bong, F. Barlat, M. G. Lee, and D. C. Ahn, Int. J. Mech. Sci. 64, 1 (2012).

    Article  Google Scholar 

  5. S. Roy, S. Ghosh, and R. Shivpuri, Int. J. Mach. Tool. Manu. 37, 29 (1997).

    Article  Google Scholar 

  6. K. Mori, Y. Abe, and O. Ebihara, Int. J. Mach. Tool. Manu. 43, 1279 (2003).

    Article  Google Scholar 

  7. W. Chen, Z. J. Liu, B. Hou, and R. X. Du, J. Mater. Process. Tech. 187-188, 113 (2007).

    Article  Google Scholar 

  8. M. Skjoedt, M. B. Silva, P. A. F. Martins, and N. Bay, J. Strain. Anal. Eng. 45, 33 (2010).

    Article  Google Scholar 

  9. C. H. Suh, Y. C. Jung, Y. H. Lim, H. Yun, K. Lee, and Y. S. Kim, Tran. of the KSME (A) 36, 283 (2012).

    Google Scholar 

  10. Y. Abe, K. Mori, and O. Ebihara, J. Mater. Process. Tech. 125-126, 792 (2002).

    Article  Google Scholar 

  11. S. H. Kim, S. H. Kim, and H. Huh, J. Mater. Process. Tech. 113, 766 (2001).

    Article  Google Scholar 

  12. J. H. Noh and B. B. Hwang, Met. Mater. Int. 19, 1193 (2013).

    Article  Google Scholar 

  13. W. Chen, J. C. Yang, and Z. Q. Lin, Int. J. Mach. Tool. Manu. 42, 1195 (2002).

    Article  Google Scholar 

  14. H. S. Choi, K. J. Nam, W. S. Lim, D. C. Ko, and B. M. Kim, Met. Mater. Int. 16, 1001 (2010).

    Article  Google Scholar 

  15. D.-C. Ko, D.-H. Kim, and B.-M. Kim, Int. J. Mach. Tool. Manu. 39, 771 (1999).

    Article  Google Scholar 

  16. Y.-C. Tang, X.-H. Zhou, and J. Chen, Finite. Elem. Anal. Des. 44, 462 (2008).

    Article  Google Scholar 

  17. G. E. P. Box and K. B. Wilson, Journal of Royal Statistical Society, Series A (General) 13, 1 (1951).

    Google Scholar 

  18. N. Sarlak, M. A. F. Nejad, S. Shakhesi, and K. Shabani, Chem. Eng. J. 210, 410 (2012).

    Article  Google Scholar 

  19. I. Xiarchos, A. Jaworska, and G. Zakrzewska-Trznadel, J. Membrane. Sci. 321, 222 (2008).

    Article  Google Scholar 

  20. A. G. Liew Abdullah, N. M. Sulaiman, M. K. Aroua, and M. J. Megat Mohd Noor, J. Food. Eng. 81, 65 (2007).

    Article  Google Scholar 

  21. A. R. Khataee, M. Fathinia, S. Aber, and M. Zarei, J. Hazard. Mater. 181, 886 (2010).

    Article  Google Scholar 

  22. Y. Sun, J. Liu, and J. F. Kennedy, Carbohyd. Polym. 80, 949 (2010).

    Article  Google Scholar 

  23. P. A. J. Rosa, A. M. Azevedo, and M. R. Aires-Barros, J. Chromatogr. A 1141, 50 (2007).

    Article  Google Scholar 

  24. R. A. Fisher, J. R. Stat. Soc. 85, 87 (1922).

    Article  Google Scholar 

  25. J. Lee, M.-G. Lee, F. Barlat, and J. H. Kim, Comput. Method. Appl. M. 247-248, 73 (2012).

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Myoung-Gyu Lee.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Bong, H.J., Barlat, F., Lee, J. et al. Application of central composite design for optimization of two-stage forming process using ultra-thin ferritic stainless steel. Met. Mater. Int. 22, 276–287 (2016). https://doi.org/10.1007/s12540-015-4325-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12540-015-4325-x

Keywords

Navigation