TY - JOUR
T1 - A concurrent three-scale scheme FE-SCA2 for the nonlinear mechanical behavior of braided composites
AU - He, Chunwang
AU - Ge, Jingran
AU - Lian, Yanping
AU - Geng, Luchao
AU - Chen, Yanfei
AU - Fang, Daining
N1 - Publisher Copyright:
© 2022 Elsevier B.V.
PY - 2022/4/1
Y1 - 2022/4/1
N2 - An efficient and accurate multiscale modeling for the mechanical behavior of braided composites with complex microstructure is an outstanding challenge in the mechanics of composite materials. In this work, a concurrent three-scale scheme FE-SCA2 is proposed for predicting the macroscopic nonlinear behavior of braided composites associated with the microscopic plastic and damage of the constituents, where FE and SCA are short for finite element method and self-consistent clustering analysis, respectively. In this concurrent scheme, the macroscale behavior of the braided composites is handled by FE analysis, and the microscale and mesoscale behavior of the constituents are handled by SCA simultaneously with the data-driven clustering discretization. To demonstrate the accuracy and efficiency of the proposed scheme, we first predict the asymmetric anisotropic yield and failure surfaces for braided composites and then analyze the nonlinear behavior of a braided composite plate under bending. The computational results are compared with FE method results and experimental data from the literature, with good agreement in cases where such data is available. It is shown that the microscale, mesoscale, and macroscale nonlinear behavior of braided composites can be captured simultaneously using the proposed FE-SCA2, which would be difficult to be characterized by experimental methods. The proposed multiscale method could be applied for composite structures with various properties of micro-structures and constituents to expedite the design and structural optimization.
AB - An efficient and accurate multiscale modeling for the mechanical behavior of braided composites with complex microstructure is an outstanding challenge in the mechanics of composite materials. In this work, a concurrent three-scale scheme FE-SCA2 is proposed for predicting the macroscopic nonlinear behavior of braided composites associated with the microscopic plastic and damage of the constituents, where FE and SCA are short for finite element method and self-consistent clustering analysis, respectively. In this concurrent scheme, the macroscale behavior of the braided composites is handled by FE analysis, and the microscale and mesoscale behavior of the constituents are handled by SCA simultaneously with the data-driven clustering discretization. To demonstrate the accuracy and efficiency of the proposed scheme, we first predict the asymmetric anisotropic yield and failure surfaces for braided composites and then analyze the nonlinear behavior of a braided composite plate under bending. The computational results are compared with FE method results and experimental data from the literature, with good agreement in cases where such data is available. It is shown that the microscale, mesoscale, and macroscale nonlinear behavior of braided composites can be captured simultaneously using the proposed FE-SCA2, which would be difficult to be characterized by experimental methods. The proposed multiscale method could be applied for composite structures with various properties of micro-structures and constituents to expedite the design and structural optimization.
KW - Braided composites
KW - Concurrent multiscale simulation
KW - Reduced order modeling
KW - Self-consistent clustering analysis
UR - http://www.scopus.com/inward/record.url?scp=85126903519&partnerID=8YFLogxK
U2 - 10.1016/j.cma.2022.114827
DO - 10.1016/j.cma.2022.114827
M3 - Article
AN - SCOPUS:85126903519
SN - 0045-7825
VL - 393
JO - Computer Methods in Applied Mechanics and Engineering
JF - Computer Methods in Applied Mechanics and Engineering
M1 - 114827
ER -