• Title/Summary/Keyword: 다단인발

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Process Design of Multi-Step Drawing using Artificial Neural Network (신경망을 이용한 다단 인발의 공정설계)

  • 김동환;김동진;김병민;최재찬
    • Proceedings of the Korean Society for Technology of Plasticity Conference
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    • 1997.03a
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    • pp.144-147
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    • 1997
  • Process design of multi-step wire drawing process, conducted by means of finite element analysis and ANN(Artificial Neural Network), has been considered. The investigated problem involves the adequate selection of the drawing die angle and the correspondent reduction rate sequence in the condition of desired initial and final diameter. Combinations of the process parameters which are used in finite element simulation are selected by using orthogonal array. Also the orthogonal array and the results of finite element simulation which are related to the process energy are used as train data of ANN. In this study, it is shown that the new technique using ANN is useful method in application to the wide range of metal forming process.

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Process Design of Multi-Step Wire Drawing using Artificial Neural Network (인공신경망을 이용한 다단 인발 공정 설계)

  • Kim, Dong-Hwan;Kim, Dong-Jin;Kim, Byeong-Min
    • Transactions of Materials Processing
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    • v.7 no.2
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    • pp.127-138
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    • 1998
  • Process design of multi-step wire drawing process, conducted by means of finite element analysis and ANN(Artificial Neural Network) has been considered. The investigated problem involves the ade-quate selection of the drawing die angle and the correspondent reduction rate in the condition of desired initial and final diameter. Combinations of the process parameters which are used in finite ele-ment simulation are selected by using the orthogonal array. Also the orthogonal array. Also the orthogonal array and the results of finite element simulation which are related to the process energy are used as train data of ANN. In this study it is shown that the application of new technique using ANN and Othogonal array table to the process design of metal forming process is useful method.

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Prediction of the wire temperature in a high carbon steel drawing process (고탄소강의 다단 인발 공정에서의 선재의 온도 예측)

  • Kim, Young-Sik;Kim, Yong-Chul;Kim, Byung-Min
    • Proceedings of the KSME Conference
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    • 2000.04a
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    • pp.821-825
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    • 2000
  • Drawing is one of the oldest metal forming operations and has major industrial significance. This process allows excellent surface finishes and closely controlled dimensions to be obtained in long products that have constant cross sections. In drawing of the high carbon steel wire, exit speeds of several hundreds meters per minute are very common. Drawing is usually conducted at room temperature using a number of passes or reductions through consequently located dies. In multi-stage drawing process like this, temperature rise in each pass affects the mechanical properties of final product such as bend, twist and tensile strength. In this paper, therefore, to estimate the wire temperature in multi-stage wire drawing process, wire temperature prediction method was mathematically proposed. Using this method, temperature rise at deformation zone as well as temperature drop between die exit and the next die inlet were calculated.

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Development of Analysis Program for Multi-Pass Wet Wire Drawing Process and Its Application (습식 다단 인발공정 해석 프로그램 개발 밀 적용)

  • 이상곤;김민안;김병민;조형호
    • Journal of the Korean Society for Precision Engineering
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    • v.20 no.9
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    • pp.126-134
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    • 2003
  • This paper investigates the multi-pass wet wire drawing process considering the slip between the wire and the capstan. The production of fine wire through multi-pass wet wire drawing process would be impossible without backtension. The backtension is affected by many process parameters, such as slip, dies reduction, coiling number of wire at the capstan, machine reduction, characteristic of lubricant etc. Up to date, die design and dies pass schedule of multi-pass wet wire drawing process have been performed by trial and error of expert in the industrial field. In this study, an analysis program which can perform the analysis and considering the effect of slip at each capstan was developed. The effects of many important parameters (drawing force, backtension force, needed power, slip rate, slip velocity rate etc.) on multi-pass wet wire drawing process can be predicted by this developed program. It is possible to obtain the important basic data which can be used in the pass schedule of multi-pass wet wire drawing process by using this developed program.

Process Design Program for Multistage Profile Drawing from Round Material (원형소재 다단 형상인발 공정설계 프로그램)

  • Kim, Sung-Min;Lee, Sang-Kon;Lee, Tae-Kyu;Lee, Seon-Bong;Kim, Byung-Min
    • Journal of the Korean Society for Precision Engineering
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    • v.28 no.3
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    • pp.377-382
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    • 2011
  • Up to now, process design of multistage profile drawing from initial round material is performed through trial-and-error based on experience of industrial experts. This means the increase in production cost and excessive time consuming. In this study, process design program was developed for multistage profile drawing from initial round material. The program was made using VisualLISP. Therefore, the program can be operated by AutoCAD program. In order to verify the effectiveness of the program, two stage profile drawing process for producing heavy duty guide rail was design by using the program. In addition FE analysis and profile drawing experiment were performed. As a result, the program can be used in order to design profile drawing process design.

Pull-out Characteristics of Multi-Packer Pressurized Soil Nails (가압 그라우팅 쏘일네일링 공법의 인발거동 특성)

  • Cho, Jae-Yeon;Lee, Sung-June;Jeong, Sang-Seom;Ahn, Byeong-Heun
    • Journal of the Korean Geotechnical Society
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    • v.26 no.2
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    • pp.15-22
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    • 2010
  • A series of field pull-out tests were carried out to investigate the behaviour of multi-pressurized soil nails. Ten soil nails were constructed in weathered soil and then, subjected to pull-out loads. The test results showed that the ultimate pull-out resistances of soil nails constructed with high pressure were about 42~142% larger than those obtained from conventional soil nails. The deduced interface shear strength at the ground-grout interface was 71 kPa for conventional soil nails, while higher shear strength of 95~166 kPa was obtained for pressurized nails. The diameter of grouted borehole increased by about 12~27% compared to ordinary soil nails under low pressure. Also, the predicted value by the cavity expansion theory is in good agreement with the measured expanded radius of grout under injection pressure by field pull-out tests.

Process Design of Multi-pass Shape Drawing Considering the Drawing Stress (인발응력을 고려한 다단 형상인발 공정설계)

  • Kim, S.M.;Lee, S.K.;Lee, C.J.;Kim, B.M.;Jeong, M.S.;Kim, B.M.
    • Transactions of Materials Processing
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    • v.21 no.4
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    • pp.265-270
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    • 2012
  • In this study, a process design method for the multi-pass shape drawing is proposed with consideration of the drawing stress. First, the shape drawing load was calculated to evaluate the shape drawing stress, and the intermediate die shape was determined by using an electric field analysis and the average reduction ratio. In order to evaluate whether material yielding occurs at the die exit, the drawing stress was determined by using the calculated shape drawing load. Finally, FE-analysis and shape drawing experiments were conducted to validate the design of the multi-pass shape drawing process. From the results of the FE-analysis and shape drawing experiments, it was possible to produce a sound shape drawn product with the designed process. The dimensional tolerances of the product were within the allowable tolerances.