• 제목/요약/키워드: Forming effects

검색결과 1,334건 처리시간 0.039초

머신러닝을 활용한 가변 롤포밍 공정 web-warping 예측모델 개발 (Application of Machine Learning to Predict Web-warping in Flexible Roll Forming Process)

  • 우영윤;문영훈
    • 소성∙가공
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    • 제29권5호
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    • pp.282-289
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    • 2020
  • Flexible roll forming is an advanced sheet-metal-forming process that allows the production of parts with various cross-sections. During the flexible process, material is subjected to three-dimensional deformation such as transverse bending, inhomogeneous elongations, or contraction. Because of the effects of process variables on the quality of the roll-formed products, the approaches used to investigate the roll-forming process have been largely dependent on experience and trial- and-error methods. Web-warping is one of the major shape defects encountered in flexible roll forming. In this study, an SVR model was developed to predict the web-warping during the flexible roll forming process. In the development of the SVR model, three process parameters, namely the forming-roll speed condition, leveling-roll height, and bend angle were considered as the model inputs, and the web-warping height was used as the response variable for three blank shapes; rectangular, concave, and convex shape. MATLAB software was used to train the SVR model and optimize three hyperparameters (λ, ε, and γ). To evaluate the SVR model performance, the statistical analysis was carried out based on the three indicators: the root-mean-square error, mean absolute error, and relative root-mean-square error.

피복된 판재의 성형 특성에 관한 실험적 연구 (An Experimental Study on the Forming Characteristics of Pre-Coated Metals)

  • 김호윤;왕신일;배원병
    • 소성∙가공
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    • 제9권5호
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    • pp.463-468
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    • 2000
  • An experimental study has been performed to investigate the forming characteristics of pre-coated metals(PCMs) widely used in domestic appliances through Erichsen tests and deep drawing tests. Erichsen tests are performed to find out the forming limits of seven pre-coated metals in normal conditions. Rectangular deep-drawing tests are carried out to know the effects of die materials and blank metals on forming loads and surface defects of final PCM products. In the deep-drawing test, four die materials [STD11(TiCN), STD11, STD11(TD), AMPCO] are used. In the Erichsen test, the forming limits of PCMs are obtained from flaking or crack of pre-coated films and lower than those of base metals. In respect of surface roughness and forming load, STD11(TD) and AMPCO materials are superior to my other die-materials used in the deep-drawing test.

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Mg 합금 온간 판재 성형시 공정 변수의 영향에 관한 연구 (An Effect on the Process Parameter of Mg Alloy at Warm Sheet Forming)

  • 이영선;권용남;김민철;최상운;이정환
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 2006년도 춘계학술대회 논문집
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    • pp.43-47
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    • 2006
  • Since the sheet metal forming of Mg alloy is performing at elevated temperature, the effect of process conditions related with the forming temperature is very important factor. Therefore, the investigation for process variables is necessary to design the tools and process conditions. In this study, the effects of process variables were studied by the experimental and FE analysis using the square cup deep drawing. The temperature, forming speed, and lubricant condition were investigated. When forming temperature was $250^{\circ}C$, speed forming was low, and teflon sheet was used as lubricant, the formed parts were good without defects.

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균일한 두께분포를 위한 신장/블로 공정을 이용한 초소성 성형 공정설계 해석 (Analysis of Superplastic Forming Process Design Using a Combined Stretch/Blow Process for Uniform Thickness Distribution)

  • Hong, S.S.;Lee, J.S.;Kin, Y.H.
    • 한국정밀공학회지
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    • 제11권1호
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    • pp.129-137
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    • 1994
  • A rigid-viscoplastic finite element method has been used for modeling superplastic stretch/blow process design to improve thickness distribution. Punch velocity-time relationship of the stretch forming and pressure-time cycle of the blow forming for a given strain rate are calculated. A superplastic material is assumed to be isotropic and a plane-strain line element based on membrane approximation is employed for the formulation. The effects of the width, corner radius and height of the punch during stretch forming are examined for the final thickness distribution, and the process design to improve thickness distribution can be established.

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레이저 용접 판재의 T형 단면에의 적용 및 성형성 연구 (Study on the Forming of Tailor Welded T-Section)

  • 김헌영
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 2000년도 춘계학술대회논문집
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    • pp.159-162
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    • 2000
  • Wrinkles and shape distortions are generated during the forming of B-pillar(or center pillar) which is a component of the automobile side-frame. The stretch flanging modes at the joining part of the B-pillar and the roof-rail or the side-still give rise to forming problems when taior-welded blanks are applied to the side-frames. The authors simplified B-pillar lower part to T shaped section to investigate the forming behaviors. Three of die step locations and two of blank types were tested to show the effects of weld line locations and edge conditions on he forming of tailor welded blanks. The heights of body wrinkles and the strain distribution in the stretch flanged area were measured and compared.

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알루미늄 튜브 하이드로포밍 성형 해석 및 성형성 평가 (Forming Analysis and Formability Evaluation for Aluminum Tube Hydroforming)

  • 임희택;김형종;이동재;김헌영
    • 소성∙가공
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    • 제15권2호
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    • pp.138-142
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    • 2006
  • A tube hydroformability testing system was designed and manufactured to observe the forming steps and to provide arbitrary combination of internal pressure and axial fred. The forming limit diagram of an aluminum tube was obtained from the free bulge test and the T-shape forming test using this system, giving the criteria for predicting failure in the hydroforming process. The hydroformability of aluminum tube according to different conditions of a prebending process was discussed, based on the finite element analysis and the forming limit test. The effects of 2D and 3D pretending on the tube hydroforming process of an automotive trailing arm were evaluated and compared with each other.

알루미늄 튜브 하이드로포밍 성형 해석 및 성형성 평가 (Forming Analysis and Formability Evaluation for Aluminum Tube Hydroforming)

  • 임희택;김헌영;김형종;이동재
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 2005년도 추계학술대회 논문집
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    • pp.243-246
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    • 2005
  • A tube hydroformability testing system was designed and manufactured to observe the forming steps and to provide arbitrary combination of internal pressure and axial feed. The forming limit diagram of an aluminum tube was obtained from the free bulge test and the T-shape forming test using this system, giving the criteria for predicting failure in the hydroforming process. The hydroformability of aluminum tube according to different conditions of a prebending process was discussed, based on the finite element analysis and the forming limit test. The effects of 2D and 3D prebending on the tube hydroforming process of an automotive failing arm were evaluated and compared with each other.

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유도가열을 이용한 강판성형공정에서 유도코일 형상의 효과 (Effects of Inductor Shape in Steel Forming Process with High Frequency Induction Heating)

  • 양영수;배강열;신희윤
    • Journal of Welding and Joining
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    • 제26권4호
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    • pp.66-72
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    • 2008
  • Because of high intensity and easy controllability of the heat source, high frequency induction heating has been concerned and studied for the steel forming process in the ship building industry. However, the heating and forming characteristics have to be further properly modelled and analyzed for the process to be utilized with its optimal working parameters. In this study, a modelling with thermo-elasto-plastic analysis is performed using the FEM to study heat flow and deformation of the steel plate during the forming process with the electro-magnetic induction heating. The numerical model is then used to study the effect of the inductor shape on the magnitude of angular deformation of the plate during the forming process. It is revealed that the square shape of inductor induces the largest deformation among the rectangular inductors.

DP590 고장력 강판 성형을 위한 굽힘 금형 설계에 관한 연구 (A Study on the Design of Bending Dies for Forming of DP590 High Strength Steel Sheet)

  • 천정필;안동규
    • 소성∙가공
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    • 제33권1호
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    • pp.43-49
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    • 2024
  • A high strength steel sheet (HSSS) has widely used to improve the specific rigidity of parts and the safety of the passenger in automotive industries. However, the HSSS is difficult to manufacture precise parts through a forming process due to the reduced elongation and the increased elastic recovery. The goal of the paper is to investigate the improved design of bending dies for DP590 HSSS. The over forming type bending dies with cam systems added to the side of the formed part is proposed to improve the quality of the part. The effects of the die design and the forming parameter on formability and elastic recovery characteristics is examined using finite element analyses (FEAs). From the results of FEAs, proper die design and forming parameters are predicted.

단면 분석을 통한 자동차용 리어 서브-프레임 하이드로포밍 부품의 공정 제어 및 설계 (Hydro-forming Process Control and Design Concept of Automotive Rear Sub-frame Components Through Cross Sectional Analysis)

  • 김기주
    • 한국산학기술학회논문지
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    • 제19권9호
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    • pp.1-6
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    • 2018
  • 하이드로포밍 기술은 지난 20년간 자동차부품의 적용을 중심으로 비약적인 발전을 해 왔다. 이 기술은 자동차 산업응용분야에 많은 장점을 가지고 있는데 이는 더 나은 구조적 강건성, 부품수 감소에 기인한 비용절감, 재료절약, 무게감소, 낮은 스프링백현상, 개선된 강도, 내구성 향상, 설계 유연성 등이다. 하이드로포밍 부품의 성형성 검토를 위하여 다양한 컴퓨터 시뮬레이션 기술 등이 발달해 왔으며 이를 통해 성형 가능성을 검토하는 것과 동시에 성형을 위하여 벤딩 공정, 프리포밍공정, 다이클로징 공정 등의 효율적인 공정을 수립하여 하이드로포밍 부품들을 설계하고 있다. 이에 본 연구에서는 하이드로포밍 부품 설계 시 고려사항 중 성형량, 부품의 단면길이(하이드로포밍 프레스 용량에 맞는), 최소 곡률(하이드로포밍 압력에 따른 곡률 영향 평가) 등을 제시하고 실제 자동차용 리어 서브-프레임 부품의 단면분석을 실시함으로써 하이드로포밍 성형을 위한 설계 방안을 제시하고자 한다. 아울러 하이드로포밍 공정인자 중 프리벤딩, 축피딩, 유압 압력, 프레스 하중, 마찰 등의 효과를 분석하여 이들 공정이 직접적인 하이드로포밍 성형에 필요인자 인지 등을 고찰하였다.