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전역최적화 알고리즘과 유한요소모델을 이용한 용접열원 파라미터 추정에 관한 연구Part II : 간략화 모델을 활용한 해석 비용 저감

원문정보

Research for Estimation of Heat Source Model Parameters with Simplified FE Model & Global Optimization Algorithm Part II : Cost Reduction of Analysis with Simplified Model

표창민

피인용수 : 0(자료제공 : 네이버학술정보)

초록

영어

The estimation of heat source model is very important for heat transfer analysis with finite element method. Part I of this study used adaptive simulated annealing which is one of the global optimization algorithm for anticipating the parameters of the Goldak model. Although the analysis with 3D model which depicted the real situation produced the correct answer, that took too much time with moving heat source model based on Fortran and Abaqus. This research suggests the procedure which can reduce time with maintaining quality of analysis. The lead time with 2D model is reduced by 90% comparing that of 3D model, the temperature distribution is similar to each other. That is based on the saturation of heat transfer among the direction of heat source movement. Adaptive simulated annealing with 2D model can be used to estimate more proper heat source model and which could enhance to reduce the resources and time for experiments.

목차

ABSTRACT
1. 서론
2. 전역최적화 기법 - ASA
3. 실험에 의한 열원파라미터 측정
3.1 실험 장비
3.2 실험 환경
3.3 열영향부 위치측정
4. 유한요소법을 통한 열원 파라미터 도출 
4.1 유한요소모델
4.2 유한요소모델 간략화
4.3 설계 목표 및 변수 설정
4.4 최적 알고리즘 설정
5. 결과 및 논의
6. 결론
References

저자정보

  • 표창민 Chang-Min Pyo. Korea Institute of Industrial Technology. Resrarcher

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자료제공 : 네이버학술정보

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