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      Image processing algorithm for real-time crack inspection in hole expansion test

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      https://www.riss.kr/link?id=A106297467

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      다국어 초록 (Multilingual Abstract)

      This paper mainly focuses on development of the smart crack inspection algorithm facilitating the through-thickness crack during the hole expansion test, which makes it possible to calculate the hole expansion ratio, automatically, with the image processing technique. The proposed crack inspection algorithm consists of six steps such as binarization, blob detection, background deletion, ROI selection, image linearization, and crack identification using the C# language. This algorithm is able to capture the various types of the through-thickness and double cracks irrespective of the reflectance and the initial thickness of the applied sheet materials. In addition, it is possible to keep trace of the in-plane crack and its propagation during the HER test.
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      This paper mainly focuses on development of the smart crack inspection algorithm facilitating the through-thickness crack during the hole expansion test, which makes it possible to calculate the hole expansion ratio, automatically, with the image proc...

      This paper mainly focuses on development of the smart crack inspection algorithm facilitating the through-thickness crack during the hole expansion test, which makes it possible to calculate the hole expansion ratio, automatically, with the image processing technique. The proposed crack inspection algorithm consists of six steps such as binarization, blob detection, background deletion, ROI selection, image linearization, and crack identification using the C# language. This algorithm is able to capture the various types of the through-thickness and double cracks irrespective of the reflectance and the initial thickness of the applied sheet materials. In addition, it is possible to keep trace of the in-plane crack and its propagation during the HER test.

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      참고문헌 (Reference)

      1 Yoon, J., "Warm forging of magnesium AZ80alloy for the control arm in an automobile" 229 (229): 1732-1738, 2015

      2 Krempaszky, C., "Towards more effi cient hole expansion testing" 204-209, 2014

      3 Fang, X., "The relationships between tensile properties and hole expansion property of C-Mn steels" 38 (38): 3877-3882, 2003

      4 Krawczyk, J., "The infl uence of the punch shape and the cutting method on the limit strain in the hole expansion test" 716 : 129-, 2016

      5 Oh, S. H., "Testing and Measurement:Techniques and Applications-Chan" 349-354, 2015

      6 Watanabe, M, "Telecentric optics for computational vision" Springer 1996

      7 Gökdağ, H., "Structural damage detection using modal parameters and particle swarm optimization" 54 (54): 416-420, 2012

      8 Won, C., "Stripping failure of punching pin in GPagrade steels" 94 (94): 73-83, 2018

      9 Sugimoto, K., "Stretch-fl angeability of a high-strength TRIP type bainitic sheet steel" 40 (40): 920-926, 2000

      10 윤종헌, "Process Design of Warm-Forging with Extruded Mg-8Al- 0.5Zn Alloy for Differential Case in Automobile Transmission" 한국정밀공학회 16 (16): 841-846, 2015

      1 Yoon, J., "Warm forging of magnesium AZ80alloy for the control arm in an automobile" 229 (229): 1732-1738, 2015

      2 Krempaszky, C., "Towards more effi cient hole expansion testing" 204-209, 2014

      3 Fang, X., "The relationships between tensile properties and hole expansion property of C-Mn steels" 38 (38): 3877-3882, 2003

      4 Krawczyk, J., "The infl uence of the punch shape and the cutting method on the limit strain in the hole expansion test" 716 : 129-, 2016

      5 Oh, S. H., "Testing and Measurement:Techniques and Applications-Chan" 349-354, 2015

      6 Watanabe, M, "Telecentric optics for computational vision" Springer 1996

      7 Gökdağ, H., "Structural damage detection using modal parameters and particle swarm optimization" 54 (54): 416-420, 2012

      8 Won, C., "Stripping failure of punching pin in GPagrade steels" 94 (94): 73-83, 2018

      9 Sugimoto, K., "Stretch-fl angeability of a high-strength TRIP type bainitic sheet steel" 40 (40): 920-926, 2000

      10 윤종헌, "Process Design of Warm-Forging with Extruded Mg-8Al- 0.5Zn Alloy for Differential Case in Automobile Transmission" 한국정밀공학회 16 (16): 841-846, 2015

      11 Bing, P., "Performance of sub-pixel registration algorithms in digital image correlation" 17 (17): 1615-1621, 2006

      12 박준협, "Optimal Design of Camber Link Component for Light Weight Automobile Using CAE (Computer Aided Engineering)" 한국정밀공학회 14 (14): 1433-1437, 2013

      13 Yıldız, B. S., "Natural frequency optimization of vehicle components using the interior search algorithm" 59 (59): 456-458, 2017

      14 Chen, X., "Measurement of strain distribution for hole expansion with digital image correlation (DIC) system" SAE 2011

      15 Dünckelmeyer, M., "Instrumented hole expansion test" 2009 : 2009

      16 "ISO 16630. Metallic materials —Sheet and strip —Hole expanding test"

      17 Chao Jiang, "Hot Stamping Die Design for Vehicle Door Beams using Ultra-High Strength Steel" 한국정밀공학회 13 (13): 1101-1106, 2012

      18 Xu, L., "Hole expansion of twinning-induced plasticity steel" 66 (66): 1012-1017, 2012

      19 Karelova, A., "Hole expansion of dual-phase and complex-phase ahs steels-eff ect of edge conditions" 80 (80): 71-77, 2009

      20 Jae Ik Yoon, "Factors Governing Hole Expansion Ratio of Steel Sheets with Smooth Sheared Edge" 대한금속·재료학회 22 (22): 1009-1014, 2016

      21 Wang, K., "Experiments and modeling of edge fracture for an AHSS sheet" 187 (187): 245-268, 2014

      22 Tsoupis, I., "Edge crack sensitivity of lightweight materials under diff erent load conditions" 159 (159): 012017-, 2016

      23 Kim, H., "Development of new hole expansion testing method" 734 (734): 032025-, 2016

      24 Thomas, D. J., "Characteristics of abrasive waterjet cutedges and the eff ect on formability and fatigue performance of high strength steels" 11 (11): 97-105, 2009

      25 De, S. K., "Assessment of formability of hot-rolled steel through determination of hole-expansion ratio" 26 (26): 37-42, 2011

      26 Sauvola, J., "Adaptive document image binarization" 33 (33): 225-236, 2000

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2023 평가예정 해외DB학술지평가 신청대상 (해외등재 학술지 평가)
      2020-01-01 평가 등재학술지 유지 (해외등재 학술지 평가) KCI등재
      2011-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2009-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2008-06-23 학회명변경 영문명 : Korean Society Of Precision Engineering -> Korean Society for Precision Engineering KCI등재
      2006-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      2005-05-30 학술지명변경 한글명 : 한국정밀공학회 영문논문집 -> International Journal of the Korean of Precision Engineering KCI등재후보
      2005-05-30 학술지명변경 한글명 : International Journal of the Korean of Precision Engineering -> International Journal of Precision Engineering and Manufacturing
      외국어명 : International Journal of the Korean of Precision Engineering -> International Journal of Precision Engineering and Manufacturing
      KCI등재후보
      2005-01-01 평가 등재후보 1차 PASS (등재후보1차) KCI등재후보
      2003-07-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      학술지 인용정보

      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 1.38 0.71 1.08
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.92 0.85 0.583 0.11
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