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      전역 최적화 알고리즘을 이용한 파이버 레이저 용접 열원 모델 구현에 관한 연구 Part III : 용접 파워에 따른 열원파라미터의 영향도 분석

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      https://www.riss.kr/link?id=A107849558

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      다국어 초록 (Multilingual Abstract)

      The multi-layered heat source model is a model that can cover most of existing studies and can be defined with a simple formula. Based on the methodology performed in previous studies, the welding heat source was found through experiments and FEM under the welding power conditions of three cases and the parameters of the welding heat source were analyzed according to the welding power. In this study, parameters of fiber laser welding heat source according to welding power were searched through optimization algorithm and finite element analysis, and the correlation was analyzed. It was confirmed that the concentration of the welding heat source in the 1st layer was high regardless of the welding power, and it was confirmed that the concentration of the welding heat source in the 5th layer (last layer) increased as the welding power increased. This reflects the shape of the weld bead that appears during actual fiber laser welding, and it was confirmed that this study represents the actual phenomenon.
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      The multi-layered heat source model is a model that can cover most of existing studies and can be defined with a simple formula. Based on the methodology performed in previous studies, the welding heat source was found through experiments and FEM unde...

      The multi-layered heat source model is a model that can cover most of existing studies and can be defined with a simple formula. Based on the methodology performed in previous studies, the welding heat source was found through experiments and FEM under the welding power conditions of three cases and the parameters of the welding heat source were analyzed according to the welding power. In this study, parameters of fiber laser welding heat source according to welding power were searched through optimization algorithm and finite element analysis, and the correlation was analyzed. It was confirmed that the concentration of the welding heat source in the 1st layer was high regardless of the welding power, and it was confirmed that the concentration of the welding heat source in the 5th layer (last layer) increased as the welding power increased. This reflects the shape of the weld bead that appears during actual fiber laser welding, and it was confirmed that this study represents the actual phenomenon.

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      목차 (Table of Contents)

      • ABSTRACT
      • 1. 서론
      • 2. 용접 실험
      • 2.1 실험 장비 및 실험 조건
      • 2.2 용접 시편 및 후처리
      • ABSTRACT
      • 1. 서론
      • 2. 용접 실험
      • 2.1 실험 장비 및 실험 조건
      • 2.2 용접 시편 및 후처리
      • 2.3 용접 비드 분석
      • 3. 유한요소해석 및 용접 열원 모델
      • 3.1 소프트웨어
      • 3.2 온도별 기계 물성
      • 3.3 유한요소 해석 모델의 구성
      • 3.4 레이저 용접 열원 모델
      • 3.5 용접 열원 모델 파라미터 도출 방법
      • 3.6 멀티아일랜드 유전알고리즘(Multi Island Genetic Algorithm)
      • 4. 결과 및 논의
      • 5. 결론
      • References
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      참고문헌 (Reference)

      1 표창민, "전역 최적화 알고리즘을 이용한 파이버 레이저 용접 열원 모델 구현에 관한 연구 Part II : 최적화 알고리즘의 비교" 한국기계기술학회 23 (23): 226-233, 2021

      2 표창민, "전역 최적화 알고리즘을 이용한 파이버 레이저 용접 열원 모델 구현에 관한 연구 Part I : 다층 용접 열원의 검증" 한국기계기술학회 23 (23): 137-144, 2021

      3 N. Saunders, "Using JMatPro to model materials properties and behavior" 55 : 60-65, 2003

      4 Z. Wang, "State-of-Health Estimation for Lithium-Ion Batteries Based on the Multi-Island Genetic Algorithm and the Gaussian Process Regression" 5 : 21286-21295, 2017

      5 D. J. Zhao, "Optimization of Suction Control on an Airfoil Using Multi-island Genetic Algorithm" 99 : 696-702, 2015

      6 X. Hu, "Optimization design of satellite separation systems based on Multi-Island Genetic Algorithm" 53 (53): 870-876, 2014

      7 D. Deng, "Numerical simulation of temperature field and residual stress in multi-pass welds in stainless steel pipe and comparison with experimental measurements" 37 (37): 269-277, 2006

      8 W. Wang, "Multi-Objective Aerodynamic Optimization Design Method of Compressor Rotor Based on Isight" 15 : 3699-3703, 2011

      9 A. Evdokimov, "Heat source model for laser beam welding of steel-aluminum lap joints" 93 : 709-716, 2017

      10 T. Kik, "Heat Source Models in Numerical Simulations of Laser Welding" 13 (13): 2653-, 2020

      1 표창민, "전역 최적화 알고리즘을 이용한 파이버 레이저 용접 열원 모델 구현에 관한 연구 Part II : 최적화 알고리즘의 비교" 한국기계기술학회 23 (23): 226-233, 2021

      2 표창민, "전역 최적화 알고리즘을 이용한 파이버 레이저 용접 열원 모델 구현에 관한 연구 Part I : 다층 용접 열원의 검증" 한국기계기술학회 23 (23): 137-144, 2021

      3 N. Saunders, "Using JMatPro to model materials properties and behavior" 55 : 60-65, 2003

      4 Z. Wang, "State-of-Health Estimation for Lithium-Ion Batteries Based on the Multi-Island Genetic Algorithm and the Gaussian Process Regression" 5 : 21286-21295, 2017

      5 D. J. Zhao, "Optimization of Suction Control on an Airfoil Using Multi-island Genetic Algorithm" 99 : 696-702, 2015

      6 X. Hu, "Optimization design of satellite separation systems based on Multi-Island Genetic Algorithm" 53 (53): 870-876, 2014

      7 D. Deng, "Numerical simulation of temperature field and residual stress in multi-pass welds in stainless steel pipe and comparison with experimental measurements" 37 (37): 269-277, 2006

      8 W. Wang, "Multi-Objective Aerodynamic Optimization Design Method of Compressor Rotor Based on Isight" 15 : 3699-3703, 2011

      9 A. Evdokimov, "Heat source model for laser beam welding of steel-aluminum lap joints" 93 : 709-716, 2017

      10 T. Kik, "Heat Source Models in Numerical Simulations of Laser Welding" 13 (13): 2653-, 2020

      11 C. Pyo, "Estimation of Heat Source Model’s Parameters for GMAW with Non-linear Global Optimization—Part I : Application of Multi-island Genetic Algorithm" 10 (10): 885-, 2020

      12 H. Lee, "Calculation of Material Properties with JMatPro for the Process Simulation" 142-145, 2008

      13 G. Xu, "Adaptive volumetric heat source models for laser beam and laser + pulsed GMAW hybrid welding processes" 57 : 245-255, 2011

      14 김재웅, "A study on an efficient prediction of welding deformation for T-joint laser welding of sandwich panel PART I : Proposal of a heat source model" 대한조선학회 5 (5): 348-363, 2013

      15 F. Farrokhi, "A numerical model for full and partial penetration hybrid laser welding of thick-section steels" 111 : 671-686, 2019

      16 J. Goldak, "A new finite element model for welding heat sources" 15 : 299-305, 1984

      17 Milad Moradi, "A Study on the Influence of Various Welding Sequence Schemes on the Gain in Strength of Square Hollow Section Steel T-Joint" 대한용접접합학회 35 (35): 41-50, 2017

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2026 평가예정 재인증평가 신청대상 (재인증)
      2020-01-01 평가 등재학술지 유지 (재인증) KCI등재
      2017-01-01 평가 등재학술지 유지 (계속평가) KCI등재
      2015-04-01 학회명변경 영문명 : Journal of the Korean Society of Mechanical Technology -> Korean Society of Mechanical Technology KCI등재
      2014-01-01 평가 등재학술지 선정 (계속평가) KCI등재
      2013-01-01 평가 등재후보 1차 PASS (등재후보1차) KCI등재후보
      2012-01-01 평가 등재후보학술지 유지 (기타) KCI등재후보
      2011-01-01 평가 등재후보 1차 FAIL (등재후보2차) KCI등재후보
      2010-01-01 평가 등재후보 1차 PASS (등재후보1차) KCI등재후보
      2008-01-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      학술지 인용정보

      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 0.4 0.4 0.36
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.39 0.38 0.279 0.22
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