TY - JOUR
T1 - Multi-scale computational analysis of unidirectional carbon fiber reinforced polymer composites under various loading conditions
AU - Sun, Qingping
AU - Meng, Zhaoxu
AU - Zhou, Guowei
AU - Lin, Shih Po
AU - Kang, Hongtae
AU - Keten, Sinan
AU - Guo, Haiding
AU - Su, Xuming
N1 - Funding Information:
The authors acknowledge support from the Ford Motor Company with funding from the U.S. Department of Energy’s Office of Energy Efficiency and Renewable Energy (EERE), under Award Number DE-EE0006867. In addition, the authors acknowledge support from the Department of Civil and Environmental Engineering and Mechanical Engineering at Northwestern University. Q.S. also acknowledges the support from the China Scholarship Council (CSC). Supercomputing grants from Ford Motor Company and Northwestern University High Performance Computing Center are also acknowledged.
Publisher Copyright:
© 2018 Elsevier Ltd
PY - 2018/7/15
Y1 - 2018/7/15
N2 - A multi-scale computational analysis based on representative volume element (RVE) modeling and molecular dynamics (MD) simulations is developed to investigate the microscopic failure mechanisms of unidirectional (UD) carbon fiber reinforced polymer (CFRP) composites. The average properties of the 200-nm thickness interphase region between fiber and matrix are characterized through MD simulations and an analytical gradient model. The results demonstrate that the interphase region has higher Young's modulus and strength, compared to the bulk matrix. This stiffened interphase region influences the composite response significantly. Specifically, the traditional two-phase model with zero-thickness interface fails to capture the stress-strain behavior compared to the experimental data. However, by adding the interphase region to a modified RVE model, the accuracy of simulation results will be improved significantly. Furthermore, a coupled experimental-computational micromechanics approach is adopted to calibrate and validate the cohesive parameters of the interface. By including the cohesive interface, our modified RVE model accurately captures the failure strength of the composites. Finally, different failure mechanisms for specimens are investigated using our multi-scale computational framework. The results show that the failure modes of UD CFRP composites are very complex and multiple failure mechanisms co-exist depending on the loading conditions, agreeing well with our experimental analyses.
AB - A multi-scale computational analysis based on representative volume element (RVE) modeling and molecular dynamics (MD) simulations is developed to investigate the microscopic failure mechanisms of unidirectional (UD) carbon fiber reinforced polymer (CFRP) composites. The average properties of the 200-nm thickness interphase region between fiber and matrix are characterized through MD simulations and an analytical gradient model. The results demonstrate that the interphase region has higher Young's modulus and strength, compared to the bulk matrix. This stiffened interphase region influences the composite response significantly. Specifically, the traditional two-phase model with zero-thickness interface fails to capture the stress-strain behavior compared to the experimental data. However, by adding the interphase region to a modified RVE model, the accuracy of simulation results will be improved significantly. Furthermore, a coupled experimental-computational micromechanics approach is adopted to calibrate and validate the cohesive parameters of the interface. By including the cohesive interface, our modified RVE model accurately captures the failure strength of the composites. Finally, different failure mechanisms for specimens are investigated using our multi-scale computational framework. The results show that the failure modes of UD CFRP composites are very complex and multiple failure mechanisms co-exist depending on the loading conditions, agreeing well with our experimental analyses.
KW - Carbon fiber-reinforced polymer composites
KW - Failure mechanism
KW - Interphase
KW - Molecular dynamics
KW - Multi-scale analysis
KW - Representative volume element
UR - http://www.scopus.com/inward/record.url?scp=85046639354&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85046639354&partnerID=8YFLogxK
U2 - 10.1016/j.compstruct.2018.05.025
DO - 10.1016/j.compstruct.2018.05.025
M3 - Article
AN - SCOPUS:85046639354
SN - 0263-8223
VL - 196
SP - 30
EP - 43
JO - Composite Structures
JF - Composite Structures
ER -