• Title/Summary/Keyword: Segmented blank holders

Search Result 2, Processing Time 0.015 seconds

A Study on Improving Formability of Stamping Processes with Segmented Blank Holders using Artificial Neural Network and Genetic Algorithm (인공신경망과 유전 알고리즘을 이용한 분할 블랭크 홀더 스탬핑 공정의 성형성 향상에 관한 연구)

  • G. P. Kim;S. D., Goo;M. S. Kim;G. M. Han;S. W. Jun;J. S. Lee;J. H. Kim
    • Transactions of Materials Processing
    • /
    • v.32 no.5
    • /
    • pp.276-286
    • /
    • 2023
  • The field of sheet metal forming using press technology has become essential in modern mass production systems. Draw bead is often used to enhance formability. However, optimal draw bead design often requires excessive time and cost due to iterative experimentation and sometimes results in some defects. Given these challenges, there is a need to enhance formability by introducing segmented blank holders without draw beads. In this paper, the feasibility of a localized holding strategy using segmented blank holders is evaluated without the use of draw beads. The possibility for improving the formability was evaluated by utilizing a combination of the forming limit diagram and the wrinkle pattern-based defect indicators. Artificial neural networks were used for predicting defect indicators corresponding to arbitrary input holding forces and the NSGA-II optimization algorithm is used to find optimum blank holder forces yielding better defect indicators than the original process with drawbeads. Using optimum holding forces obtained from the proposed procedure, the stamping process with the segmented blank holders can yield better formability than the conventional process with drawbeads.

The Effect of Segmented Blank Holders on Reducing Asymmetric Springback of Anisotropic Sheet Metal in Shallow-Drawing (이방성판재 쉘로우드로잉에서 분할 블랭크 홀더가 비대칭 스프링백 저감에 미치는 영향)

  • Kang J. J.;Hong S. K.;Kim H. K.;Heo Y. M.
    • Transactions of Materials Processing
    • /
    • v.14 no.4 s.76
    • /
    • pp.392-398
    • /
    • 2005
  • The deterioration of dimensional accuracy, caused by springback, is one of problems to always occur In sheet metal forming processes. As the demand for lighter and stronger metals increases, the development of improved forming processes settling the springback problem becomes more important. In this work, asymmetric springback phenomena are investigated, which occur in the shallow-drawing process with the anisotropic sheet metal and axisymmetric tools. The improvement possibility of dimensional accuracies, mainly, flatness, was examined by applying segmented blank holding forces as a method for springback control.