Skip to main content

Abstract

In this paper, the Taguchi method and regression analysis used to evaluate the influence of technological parameters: punch radius, temperature and punch stroke to the spring-back angle after V-bending for SS400 steel plate output. The experiments were designing with a mixed orthogonal array and conducted using the L9 (3 × 3) on the bending and heating testing machines modern system. Analysis of variance (ANOVA) was used to determine the effects of input parameters on the output parameters. The analysis results show that the temperature was the biggest factor affecting the springback angle after forming. Nonlinear regression analysis used a quadratic polynomial function to predict experimental results. The predicted values according to construction and experimental mathematical models were vere close to each other, this shows that the built mathematical model has high reliability.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Bích, V.N.: KẾT CẤU TÀU THỦY. Hồ Chí Minh (2007)

    Google Scholar 

  2. Đăng, T.H.: Nghiên cứu ảnh hưởng của các thông số công nghệ cơ bản khi lăn ép đến khả năng tạo hình tấm dày có biên dạng phức tạp ứng dụng trong công nghệ đóng tàu (2016)

    Google Scholar 

  3. Stachowicz, F., Trzepieciński, T., Pieja, T.: Warm forming of stainless steel sheet. Arch. Civil Mech. Eng. 10(4), 85–94 (2010). https://doi.org/10.1016/S1644-9665(12)60034-X

    Article  Google Scholar 

  4. Nguyen, D.T., Park, J.G., Kim, Y.S.: A study on yield function for Ti–6Al–4V titanium alloy sheets at elevated temperatures. Trans. Indian Inst. Met. 69(7), 1343–1350 (2016). https://doi.org/10.1007/s12666-015-0687-5

    Article  CAS  Google Scholar 

  5. Bruni, C., Forcellese, A., Gabrielli, F., Simoncini, M.: Air bending of AZ31 magnesium alloy in warm and hot forming conditions. J. Mater. Process. Technol. 177(1–3), 373–376 (2006). https://doi.org/10.1016/j.jmatprotec.2006.03.222

    Article  CAS  Google Scholar 

  6. Wang, A., et al.: Springback analysis of AA5754 after hot stamping: experiments and FE modelling. Int. J. Adv. Manuf. Technol. 89(5–8), 1339–1352 (2017). https://doi.org/10.1007/s00170-016-9166-3

    Article  Google Scholar 

  7. Duc-Toan, N., Seung-Han, Y., Dong-Won, J., Tien-Long, B., Young-Suk, K.: A study on material modeling to predict spring-back in V-bending of AZ31 magnesium alloy sheet at various temperatures. Int. J. Adv. Manuf. Technol. 62(5–8), 551–562 (2012). https://doi.org/10.1007/s00170-011-3828-y

    Article  Google Scholar 

  8. JIS G3101 SS400 steel plate/sheet for general purpose structural steels, p. 86011881

    Google Scholar 

  9. Vuong, G.H., Nguyen, D.T.: Studies on predicting spring-back and verifying the effects of temperature, sheet thickness and punch speed on forming force of V-bending for SS400 steel plate. In: Advance Materials, Springer Proceedings in Materials, vol. 6, (2020). https://doi.org/10.1007/978-3-030-45120-2_9

  10. Ng, B., Hoàng, V.: Effect of feed rate, toolpath and step over on geometric accuracy of freeform suface when 3 axis CNC milling, vol. 9, no. May, pp. 576–584 (2018)

    Google Scholar 

  11. Asiltürk, I., Akkuş, H.: Determining the effect of cutting parameters on surface roughness in hard turning using the Taguchi method. Measurement: J. Int. Meas. Confed. 44(9), 1697–1704 (2011). https://doi.org/10.1016/j.measurement.2011.07.003

  12. Kivak, T.: Optimization of surface roughness and flank wear using the Taguchi method in milling of Hadfield steel with PVD and CVD coated inserts. Measurement: J. Int. Meas. Confed. 50(1), 19–28 (2014). https://doi.org/10.1016/j.measurement.2013.12.017

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Nguyen Duc Toan .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2021 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Hai, V.G., Minh, N.T.H., Van Quy, H., Toan, N.D. (2021). Optimization of Predicting Spring-Back When V-Bending for SS400 Steel Plate. In: Long, B.T., Kim, YH., Ishizaki, K., Toan, N.D., Parinov, I.A., Vu, N.P. (eds) Proceedings of the 2nd Annual International Conference on Material, Machines and Methods for Sustainable Development (MMMS2020). MMMS 2020. Lecture Notes in Mechanical Engineering. Springer, Cham. https://doi.org/10.1007/978-3-030-69610-8_16

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-69610-8_16

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-69609-2

  • Online ISBN: 978-3-030-69610-8

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics