427
Views
23
CrossRef citations to date
0
Altmetric
Original Articles

Optimization of aluminium sheet hot stamping process using a multi-objective stochastic approach

, , , &
Pages 2173-2189 | Received 04 Jun 2015, Accepted 21 Feb 2016, Published online: 31 Mar 2016

References

  • Abdulhay, B., B. Bourouga, and C. Dessain. 2011. “Experimental and Theoretical Study of Thermal Aspects of the Hot Stamping Process.” Applied Thermal Engineering 31 (5): 674–685. doi:10.1016/j.applthermaleng.2010.11.010.
  • Aly, M. F., A. O. Nassef, and K. Hamza. 2015. “Multi-objective Design of Vehicle Suspension Systems via a Local Diffusion Genetic Algorithm for Disjoint Pareto Frontiers.” Engineering Optimization 47 (5): 706–717. doi:10.1080/0305215x.2014.918113.
  • Bariani, P. F., S. Bruschi, A. Ghiotti, and F. Michieletto. 2013. “Hot Stamping of AA5083 Aluminium Alloy Sheets.” CIRP Annals—Manufacturing Technology 62 (1): 251–254. doi:10.1016/j.cirp.2013.03.050.
  • Cai, M., T. F. Zou, P. Luo, and J. Li. 2014. “Evaluation of Simulation Uncertainty in Accident Reconstruction via Combining Response Surface Methodology and Monte Carlo Method.” Transportation Research Part C—Emerging Technologies 48: 241–255. doi:10.1016/j.trc.2014.09.004.
  • Chen, L., H. Q. Chen, W. G. Guo, G. J. Chen, and Q. Y. Wang. 2014. “Experimental and Simulation Studies of Springback in Rubber Forming Using Aluminium Sheet Straight Flanging Process.” Materials & Design 54: 354–360. doi:10.1016/j.matdes.2013.08.050.
  • Costa, N. R., and Z. L. Pereira. 2010. “Multiple Response Optimization: A Global Criterion-Based Method.” Journal of Chemometrics 24 (5-6): 333–342. doi:10.1002/cem.1312.
  • Deb, K., A. Pratap, S. Agarwal, and T. Meyarivan. 2002. “A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II.” IEEE Transactions on Evolutionary Computation 6 (2): 182–197. doi:10.1109/4235.996017.
  • Fu, Lei. 2013. Investigation of Hot Deformation Behavior and Hot Stamping Process of 6111 Aluminum Alloy. Beijing: University of Science and Technology Beijing.
  • Hill, R. 1990. “Constitutive Modelling of Orthotropic Plasticity in Sheet Metals.” Journal of the Mechanics and Physics of Solids 38 (3): 405–417. doi:10.1016/0022-5096(90)90006-p.
  • Hou, B., W. R. Wang, S. H. Li, Z. Q. Lin, and Z. C. Xia. 2010. “Stochastic Analysis and Robust Optimization for A Deck Lid Inner Panel Stamping.” Materials & Design 31 (3): 1191–1199. doi:10.1016/j.matdes.2009.09.033.
  • Kahhal, Parviz, Seyed Yousef Ahmadi Brooghani, and Hamed Deilami Azodi. 2013. “Multi-objective Optimization of Sheet Metal Forming Die Using Genetic Algorithm Coupled with RSM and FEA.” Journal of Failure Analysis and Prevention 13 (6): 771–778. doi:10.1007/s11668-013-9747-5.
  • Kitayama, S., S. S. Huang, and K. Yamazaki. 2013. “Optimization of Variable Blank Holder Force Trajectory for Springback Reduction via Sequential Approximate Optimization with Radial Basis Function Network.” Structural and Multidisciplinary Optimization 47 (2): 289–300. doi:10.1007/s00158-012-0824-2.
  • Kraska, M., M. Doig, D. Tikhomirov, D. Raabe, and F. Roters. 2009. “Virtual Material Testing for Stamping Simulations Based on Polycrystal Plasticity.” Computational Materials Science 46 (2): 383–392. doi:10.1016/j.commatsci.2009.03.025.
  • Lin, Jianguo. 2015. Fundamentals of Materials Modelling for Metals Processing Technologies: Theories and Applications. London: Imperial College.
  • Ma, W. Y., B. Y. Wang, L. Fu, J. Zhou, and M. D. Huang. 2015a. “Effect of Friction Coefficient in Deep Drawing of AA6111 Sheet at Elevated Temperatures.” Transactions of Nonferrous Metals Society of China 25 (7): 2342–2351. doi:10.1016/S1003-6326(15)63849-3.
  • Ma, W. Y., B. Y. Wang, L. Fu, J. Zhou, and M. D. Huang. 2015b. “Influence of Process Parameters on Deep Drawing of AA6111 Aluminum Alloy at Elevated Temperatures.” Journal of Central South University 22 (4): 1167–1174. doi:10.1007/s11771-015-2630-7.
  • Marler, R. T., and J. S. Arora. 2010. “The Weighted Sum Method for Multi-objective Optimization: New Insights.” Structural and Multidisciplinary Optimization 41 (6): 853–862. doi:10.1007/s00158-009-0460-7.
  • Marretta, L., G. Ingarao, and R. Di Lorenzo. 2010. “Design of Sheet Stamping Operations to Control Springback and Thinning: A Multi-objective Stochastic Optimization Approach.” International Journal of Mechanical Sciences 52 (7): 914–927. doi:10.1016/j.ijmecsci.2010.03.008.
  • Naceur, H., S. Ben-Elechi, J. L. Batoz, and C. Knopf-Lenoir. 2008. “Response Surface Methodology for the Rapid Design of Aluminum Sheet Metal Forming Parameters.” Materials & Design 29 (4): 781–790. 10.1016/j.matdes.2007.01.018. doi: 10.1016/j.matdes.2007.01.018
  • Park, C. I. L. 2010. “Multi-objective Optimization of the Tooth Surface in Helical Gears Using Design of Experiment and the Response Surface Method.” Journal of Mechanical Science and Technology 24 (3): 823–829. doi:10.1007/s12206-010-0117-x.
  • Qureshi, A. J., J. Y. Dantan, V. Sabri, P. Beaucaire, and N. Gayton. 2012. “A Statistical Tolerance Analysis Approach for Over-constrained Mechanism Based on Optimization and Monte Carlo Simulation.” Computer-Aided Design 44 (2): 132–142. doi:10.1016/j.cad.2011.10.004.
  • Shi, L., R. J. Yang, and P. Zhu. 2013. “An Adaptive Response Surface Method for Crashworthiness Optimization.” Engineering Optimization 45 (11): 1365–1377. doi:10.1080/0305215x.2012.734815.
  • Solfronk, P., and J. Sobotka. 2011. “Utilization of Forming Tool with Variable Blankholder Force for Drawing of Al Alloys.” 2011 International Conference on Physics Science and Technology (ICPST) 22: 233–8. doi:10.1016/j.phpro.2011.11.037.
  • Srinivas, N., and K. Deb. 1994. “Multi-objective Optimization Using Nondominated Sorting in Genetic Algorithms.” Evolutionary Computation 2 (3): 221–248. doi: 10.1162/evco.1994.2.3.221
  • Subtil, R. F., E. G. Carrano, M. J. F. Souza, and R. H. C. Takahashi. 2010. “Using an Enhanced Integer NSGA-II for Solving the Multiobjective Generalized Assignment Problem.” Paper presented at the annual meeting IEEE Congress on Evolutionary Computation, Barcelona, July 18–23.
  • Tian, Chuanchen. 2012. Research on Stamping and Springback Compensation of the Front Floor Passage of the Car Using High Strength Steel. Yanshan: Yanshan University.
  • Zhang, L. Q., W. F. Tan, and L. X. Li. 2014. “Experimental Investigation of Hot Stamping of Ultra High Strength Steel.” Steel Research International 85 (10): 1459–1464. doi:10.1002/srin.201300246.
  • Zhou, J., B. Y. Wang, J. G. Lin, and L. Fu. 2013. “Optimization of an Aluminum Alloy Anti-collision Side Beam Hot Stamping Process Using a Multi-objective Genetic Algorithm.” Archives of Civil and Mechanical Engineering 13 (3): 401–411. doi:10.1016/j.acme.2013.01.008.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.