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      KCI등재 SCIE

      Prediction of Heating-Line Paths in Induction Heating Process using the Artificial Neural Network

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      https://www.riss.kr/link?id=A104302285

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      다국어 초록 (Multilingual Abstract)

      This paper presents the development of a back propagation neural network model for the prediction of heating-line positions in induction heating process. The vertical displacements of plate have been considered as the input parameters and the selected...

      This paper presents the development of a back propagation neural network model for the prediction of heating-line positions in induction heating process. The vertical displacements of plate have been considered as the input parameters and the selected induction heating lines as output parameters to develop the model. The training patterns of neural network are obtained using an analytical solution that predicts plate deformations in induction heating process. The feasibility test reveals that the developed method can be used to determine the heating-line positions in line heating process.

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      참고문헌 (Reference)

      1 Kawaguchi,H, "Thermal and magnetic field analysis of induction heating problem" 161 (161): 193-198, 2005

      2 Chen,S.C, "Simulations and verifications of induction heating on a mold plate" 31 (31): 971-980, 2004

      3 Jang,C.-D, "Prediction of plate bending by high-frequency induction heating" 18 (18): 226-236, 2002

      4 Nerg,J, "Numerical solution of 2D and 3D induction heating problems with non-linear material properties taken into account" 36 (36): 3119-3121, 2000

      5 Nguyen,D, "Improving the learning speed of 2-layer Neural Networks by choosing initial values of the adaptive weights" 21-26, 1990

      6 Lari-Najafi,H, "Effect of initial weights on back propagation and its vatiations" 218-219, 1989

      7 Boadi,A, "Designing of suitable construction of high-frequency induction heating coil by using finite-element method" 41 (41): 4048-4050, 2005

      8 Masubuchi,K, "Analysis of welded structures" Pergamon Press 62-73, 1980

      9 Cingoski,V, "Analysis of magneto-thermal coupled problem involving moving eddy-current conductions" 32 (32): 1042-1045, 1996

      10 Sadeghipour,K, "A Computer Aided Finite Element-Experimental Analysis of Induction Heating Process of Steel" 28 (28): 195-205, 1996

      1 Kawaguchi,H, "Thermal and magnetic field analysis of induction heating problem" 161 (161): 193-198, 2005

      2 Chen,S.C, "Simulations and verifications of induction heating on a mold plate" 31 (31): 971-980, 2004

      3 Jang,C.-D, "Prediction of plate bending by high-frequency induction heating" 18 (18): 226-236, 2002

      4 Nerg,J, "Numerical solution of 2D and 3D induction heating problems with non-linear material properties taken into account" 36 (36): 3119-3121, 2000

      5 Nguyen,D, "Improving the learning speed of 2-layer Neural Networks by choosing initial values of the adaptive weights" 21-26, 1990

      6 Lari-Najafi,H, "Effect of initial weights on back propagation and its vatiations" 218-219, 1989

      7 Boadi,A, "Designing of suitable construction of high-frequency induction heating coil by using finite-element method" 41 (41): 4048-4050, 2005

      8 Masubuchi,K, "Analysis of welded structures" Pergamon Press 62-73, 1980

      9 Cingoski,V, "Analysis of magneto-thermal coupled problem involving moving eddy-current conductions" 32 (32): 1042-1045, 1996

      10 Sadeghipour,K, "A Computer Aided Finite Element-Experimental Analysis of Induction Heating Process of Steel" 28 (28): 195-205, 1996

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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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