Original Article
  • Multi-scale Process-structural Analysis Considering the Stochastic Distribution of Material Properties in the Microstructure
  • Kyung Suk Jang*, Tae Ri Kim*, Jeong Hwan Kim*, Gun Jin Yun**†

  • * Department of Aerospace Engineering, Seoul National University, Seoul, Korea
    ** Department of Aerospace Engineering, Seoul National University, Seoul, Korea; Institute of Advanced Aerospace Technology, Seoul National University, Seoul, Korea

  • 미소 구조 물성의 확률적 분포를 고려한 하이브리드 성형 공정 연계
  • 장경석* · 김태리* · 김정환* · 윤군진**†

  • This article is an open access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

This paper proposes a multiscale process-structural analysis methodology and applies to a battery housing part made of the short fiber-reinforced and fabric-reinforced composite layers. In particular, uncertainties of the material properties within the microscale representative volume element (RVE) were considered. The random spatial distribution of matrix properties in the microscale RVE was realized by the Karhunen-Loeve Expansion (KLE) method. Then, effective properties of the RVE reflecting on spatially varying matrix properties were obtained by the computational homogenization and mapped to a macroscale FE (finite element) model. Morever, through the hybrid process simulation, a FE (finite element) model mapping residual stress and fiber orientation from compression molding simulation is combined with one mapping fiber orientation from the draping process simulation. The proposed method is expected to rigorously evaluate the design requirements of the battery housing part and composite materials having various material configurations


본 논문은 멀티스케일 공정-구조 해석의 방법론을 제안하고 단섬유층과 직물층으로 이루어진 배터리 하우징 파트에 적용한다. 특별히 마이크로스케일 대표체적요소(RVE: Representative Volume Element)안 기지의 불확정성을 고려하였다. 마이크로스케일의 RVE내 기지 물성의 랜덤한 공간내 분포는 KLE(Karhunen-Loeve Expansion)을 통해 구현하였다. 공간상 랜덤분포된 기지 물성을 갖는 RVE의 유효 물성을 전산균질화를 통해 얻어 매크로스케일 유한요소 모델에 매핑하였다. 또한 하이브리드 공정해석을 통해 압축 성형 해석으로부터 얻은 잔류응력과 섬유배향을 매핑한 유한요소 모델과 드레이핑 공정 해석결과로부터 얻어진 섬유배향을 매핑한 모델을 결합하였다. 본 연구에 제안된 방법은 배터리 하우징 뿐만 아니라 다양한 재료 구성을 갖는 복합재료의 공정-구조해석을 통해 설계요구도를 엄밀하게 평가할 수 있을 것이라 기대된다


Keywords: 멀티스케일 해석(Multiscale analysis), 불확실성 정량화(Uncertainty quantification), 압축 성형 해석(Compression molding simulation), 드레이핑 공정 해석(Draping process simulation)

This Article

Correspondence to

  • Gun Jin Yun
  • Department of Aerospace Engineering, Seoul National University, Seoul, Korea; Institute of Advanced Aerospace Technology, Seoul National University, Seoul, Korea

  • E-mail: gunjin.yun@snu.ac.kr