TY - JOUR
T1 - A GFEM-based reduced-order homogenization model for heterogeneous materials under volumetric and interfacial damage
AU - Brandyberry, David R.
AU - Zhang, Xiang
AU - Geubelle, Philippe H.
N1 - The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Support from the National Science Foundation Graduate Research Fellowship Program of the United States of America under Grant No. DGE-1144245 is gratefully acknowledged. Additional support was provided to DB by an Illinois Distinguished Fellowship from the Graduate College at the University of Illinois at Urbana–Champaign, and the start-up funding to XZ was provided by the University of Wyoming.
PY - 2021/4/15
Y1 - 2021/4/15
N2 - This manuscript presents a multiscale reduced-order modeling framework for heterogeneous materials that accounts for both cohesive interface failure and continuum damage. The model builds on the eigendeformation-based reduced-order homogenization model (EHM), which relies on the pre-calculation of a set of coefficient tensors that account for the effects of linear and nonlinear material behavior between regions of the domain known as parts. A k-means clustering algorithm is used to optimally construct these parts and a new formulation for the partitioning of interfaces using this method is proposed. The extraction of the volumetric and interfacial influence functions is performed using the Interface-enriched Generalized Finite Element Method (IGFEM), which relies on a finite element discretization that does not conform to the material phase boundaries. A Lagrange multiplier method is used in this preprocessing phase, allowing for the reuse of the matrix factorization for different influence function problems and hence leading to efficiency improvement. A newly proposed traction calculation for the interface partition is also adopted to alleviate the instability caused by traction calculations along interfaces. The accuracy and efficiency of the IGFEM–EHM method is assessed through comparison with reference IGFEM simulations. The method is then used to extract the nonlinear multiscale response of particulate, unidirectional fiber-reinforced, and woven composites.
AB - This manuscript presents a multiscale reduced-order modeling framework for heterogeneous materials that accounts for both cohesive interface failure and continuum damage. The model builds on the eigendeformation-based reduced-order homogenization model (EHM), which relies on the pre-calculation of a set of coefficient tensors that account for the effects of linear and nonlinear material behavior between regions of the domain known as parts. A k-means clustering algorithm is used to optimally construct these parts and a new formulation for the partitioning of interfaces using this method is proposed. The extraction of the volumetric and interfacial influence functions is performed using the Interface-enriched Generalized Finite Element Method (IGFEM), which relies on a finite element discretization that does not conform to the material phase boundaries. A Lagrange multiplier method is used in this preprocessing phase, allowing for the reuse of the matrix factorization for different influence function problems and hence leading to efficiency improvement. A newly proposed traction calculation for the interface partition is also adopted to alleviate the instability caused by traction calculations along interfaces. The accuracy and efficiency of the IGFEM–EHM method is assessed through comparison with reference IGFEM simulations. The method is then used to extract the nonlinear multiscale response of particulate, unidirectional fiber-reinforced, and woven composites.
KW - Cohesive model
KW - Composite materials
KW - Continuum damage
KW - Eigendeformation-based reduced-order homogenization model
KW - Generalized FEM
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U2 - 10.1016/j.cma.2021.113690
DO - 10.1016/j.cma.2021.113690
M3 - Article
AN - SCOPUS:85100414653
SN - 0045-7825
VL - 377
JO - Computer Methods in Applied Mechanics and Engineering
JF - Computer Methods in Applied Mechanics and Engineering
M1 - 113690
ER -