• 제목/요약/키워드: Segmented blank holders

검색결과 2건 처리시간 0.018초

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

  • 김경표;구상돈;김민수;한규민;전성욱;이종신;김지훈
    • 소성∙가공
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    • 제32권5호
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    • pp.276-286
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    • 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.

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

  • 강정진;홍석관;김흥규;허영무
    • 소성∙가공
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    • 제14권4호
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    • pp.392-398
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    • 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.