journal article·2022-06

A rigid body dynamics simulation enhanced representative volume element builder for CNT/Al composite

J. F. Zhang, X. X. Zhang, Z. Y. Liu, Q. Z. Wang, B. L. Xiao, Z. Y. Ma

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Abstract

A novel representative volume element (RVE) builder is developed to solve the strong “framing effect” problem in previous RVE builders. Taking advantage of rigid body dynamics simulation, the new RVE builder can construct RVEs of CNT/Al with high volume fractions and complex geometries of CNTs. 3D RVEs with random/aligned CNTs and three volume fractions (1.5, 3.0, and 4.5 vol.%) are constructed. Uniaxial tensile tests of these RVEs are simulated. The loading direction is parallel/perpendicular to the aligned CNTs. Based on the simulations, Young’s moduli and stress–strain curves are calculated to study the load transfer strengthening mechanism of CNT/Al. Compared to the unreinforced Al, the 4.5 vol.% CNT/Al with aligned CNTs shows ~ 28% increment in Young’s modulus, while the one with random distributed CNTs only shows ~ 11% increment. The simulation results match well with the reported experimental results.
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Research context

OpenAlex topics: Aluminum Alloys Composites Properties · Advanced ceramic materials synthesis · Microstructure and mechanical properties

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (74)

Show source-provided references
1. Aamir, M., Tolouei-Rad, M., Giasin, K., Nosrati, A.: Recent advances in drilling of carbon fiber–reinforced polymers for aerospace applications. Int. J. Adv. Manuf. Technol. 105, 2289–2308 (2019)10.1007/s00170-019-04348-z ↗
2. Altendorf, H., Jeulin, D.: Random-walk-based stochastic modeling of three-dimensional fiber systems. Phys. Rev. E 83, 041804 (2011)10.1103/PhysRevE.83.041804 ↗
3. Azarniya, A., Azarniya, A., Sovizi, S., Hosseini, H.R.M., Varol, T., Kawasaki, A., Ramakrishna, S.: Physicomechanical properties of spark plasma sintered carbon nanotube-reinforced metal matrix nanocomposites. Prog. Mater. Sci. 90, 276–324 (2017)10.1016/j.pmatsci.2017.07.007 ↗
4. B.O. Community: Blender-A 3D modelling and rendering package, Blender Foundation, Stichting Blender Foundation, Amsterdam (2018)
5. Chen, X., Tao, J., Liu, Y., Bao, R., Li, F., Li, C., Yi, J.: Interface interaction and synergistic strengthening behavior in pure copper matrix composites reinforced with functionalized carbon nanotube-graphene hybrids. Carbon 146, 736–755 (2019)10.1016/j.carbon.2019.02.048 ↗
6. Ding, L., Jia, Z., Nie, J.-F., Weng, Y., Cao, L., Chen, H., Wu, X., Liu, Q.: The structural and compositional evolution of precipitates in Al-Mg-Si-Cu alloy. Acta Mater. 145, 437–450 (2018)10.1016/j.actamat.2017.12.036 ↗
7. Efimov, A.E., Tonevitsky, A.G., Dittrich, M., Matsko, N.B.: Atomic force microscope (AFM) combined with the ultramicrotome. J. Microsc. 226, 207–216 (2007)10.1111/j.1365-2818.2007.01773.x ↗
8. Ericson, C.: Real-Time Collision Detection. Crc Press, London (2004)10.1201/b14581 ↗
9. Erwin, C.: Bullet Physics Simulation Introduction to rigid body dynamics and collision detection, (2015)
10. Espinosa, H.D., Filleter, T., Naraghi, M.: Multiscale experimental mechanics of hierarchical carbon-based materials. Adv. Mater. 24, 2805–2823 (2012)10.1002/adma.201104850 ↗
11. Fan, G., Jiang, Y., Tan, Z., Guo, Q., Xiong, D., Su, Y., Lin, R., Hu, L., Li, Z., Zhang, D.: Enhanced interfacial bonding and mechanical properties in CNT/Al composites fabricated by flake powder metallurgy. Carbon 130, 333–339 (2018)10.1016/j.carbon.2018.01.037 ↗
12. Feng, Y.T., Han, K., Owen, D.R.J.: Filling domains with disks. Int. J. Numer. Methods Eng. 56, 699–713 (2003)10.1002/nme.583 ↗
13. Figiel, Ł: Nonlinear multiscale modelling of quasi-solid state behaviour of PET/MWCNT nanocomposites. Compos. Commun. 8, 101–105 (2018)10.1016/j.coco.2017.12.004 ↗
14. Gaiselmann, G., Froning, D., Tötzke, C., Quick, C., Manke, I., Lehnert, W., Schmidt, V.: Stochastic 3D modeling of non-woven materials with wet-proofing agent. Int. J. Hydrog. Energy 38, 8448–8460 (2013)10.1016/j.ijhydene.2013.04.144 ↗
15. Gaiselmann, G., Tötzke, C., Manke, I., Lehnert, W., Schmidt, V.: 3D microstructure modeling of compressed fiber-based materials. J. Power Sources 257, 52–64 (2014)10.1016/j.jpowsour.2014.01.095 ↗
16. Ghossein, E., Lévesque, M.: Random generation of periodic hard ellipsoids based on molecular dynamics. J. Comput. Phys. 253, 471–490 (2013)10.1016/j.jcp.2013.07.004 ↗
17. Guven, I., Cinar, K.: Micromechanical modeling of particulate-filled composites using micro-CT to create representative volume elements. Int. J. Mech. Mater. Des. 15, 695–714 (2019)10.1007/s10999-018-09438-6 ↗
18. Han, K., Feng, Y.T., Owen, D.R.J.: Sphere packing with a geometric based compression algorithm. Powder Technol. 155, 33–41 (2005)10.1016/j.powtec.2005.04.055 ↗
19. Harjo, S., Tsuchida, N., Abe, J., Gong, W.: Martensite phase stress and the strengthening mechanism in TRIP steel by neutron diffraction. Sci. Rep. 7, 15149 (2017)10.1038/s41598-017-15252-5 ↗
20. Harper, L.T., Qian, C., Turner, T.A., Li, S., Warrior, N.A.: Representative volume elements for discontinuous carbon fibre composites–Part 2: determining the critical size. Compos. Sci. Technol. 72, 204–210 (2012)10.1016/j.compscitech.2011.11.003 ↗
21. Huang, L.J., Geng, L., Peng, H.-X.: Microstructurally inhomogeneous composites. Prog. Mater. Sci. 71, 93–168 (2015)10.1016/j.pmatsci.2015.01.002 ↗
22. Jagannatham, M., Chandran, P., Sankaran, S., Haridoss, P., Nayan, N., Bakshi, S.R.: Tensile properties of carbon nanotubes reinforced aluminum matrix composites. Carbon 160, 14–44 (2020)10.1016/j.carbon.2020.01.007 ↗
23. Joshi, U.A., Sharma, S.C., Harsha, S.P.: Characterizing the strength and elasticity deviation in defective CNT reinforced composites. Compos. Commun. 2, 9–14 (2016)10.1016/j.coco.2016.09.006 ↗
24. Kanit, T., Forest, S., Galliet, I., Mounoury, V., Jeulin, D.: Determination of the size of the representative volume element for random composites: statistical and numerical approach. Int. J. Solids Struct. 40, 3647–3679 (2003)10.1016/S0020-7683(03)00143-4 ↗
25. Kelly, T.F., Miller, M.K.: Atom probe tomography. Rev. Sci. Instrum. 78, 031101 (2007)10.1063/1.2709758 ↗
26. Khalevitsky, Yu.V., Konovalov, A.V.: A gravitational approach to modeling the representative volume geometry of particle-reinforced metal matrix composites. Eng. Comput. 35, 1037–1044 (2019)10.1007/s00366-018-0649-8 ↗
27. Lam, T.N., Wu, S.C., Chae, H., Chen, S.W., Jain, J., Lee, S.Y., An, K., Vogel, S.C., Chiu, S.M., Yu, D., et al.: Phase stress partition in gray cast iron using in situ neutron diffraction measurements. Metall. Mater. Trans. A 2, 831 (2020)
28. Li, X., Yu, B., Wang, P., Zhang, X., Fan, T., Yang, J.: Unit cells for thermal analyses of syntactic foams with imperfect interfaces. Compos. Commun. 3, 28–32 (2017)10.1016/j.coco.2017.01.002 ↗
29. Liu, Z.Y., Xiao, B.L., Wang, W.G., Ma, Z.Y.: Singly dispersed carbon nanotube/aluminum composites fabricated by powder metallurgy combined with friction stir processing. Carbon 50, 1843–1852 (2012)10.1016/j.carbon.2011.12.034 ↗
30. Liu, Z.Y., Xiao, B.L., Wang, W.G., Ma, Z.Y.: Developing high-performance aluminum matrix composites with directionally aligned carbon nanotubes by combining friction stir processing and subsequent rolling. Carbon 62, 35–42 (2013)10.1016/j.carbon.2013.05.049 ↗
31. Liu, Z.Y., Xiao, B.L., Wang, W.G., Ma, Z.Y.: Effect of carbon nanotube orientation on mechanical properties and thermal expansion coefficient of carbon nanotube-reinforced aluminum matrix composites. Acta Metall. Sin. Engl. Lett. 27, 901–908 (2014)10.1007/s40195-014-0136-1 ↗
32. Liu, Z.Y., Zhao, K., Xiao, B.L., Wang, W.G., Ma, Z.Y.: Fabrication of CNT/Al composites with low damage to CNTs by a novel solution-assisted wet mixing combined with powder metallurgy processing. Mater. Des. 97, 424–430 (2016)10.1016/j.matdes.2016.02.121 ↗
33. Liu, Z.Y., Xiao, B.L., Wang, W.G., Ma, Z.Y.: Modelling of carbon nanotube dispersion and strengthening mechanisms in Al matrix composites prepared by high energy ball milling-powder metallurgy method. Compos. Part Appl. Sci. Manuf. 94, 189–198 (2017)10.1016/j.compositesa.2016.11.029 ↗
34. Liu, Z.Y., Ma, K., Fan, G.H., Zhao, K., Zhang, J.F., Xiao, B.L., Ma, Z.Y.: Enhancement of the strength-ductility relationship for carbon nanotube/Al–Cu–Mg nanocomposites by material parameter optimisation. Carbon 157, 602–613 (2020)10.1016/j.carbon.2019.10.080 ↗
35. Ma, G., Dong, W., Liu, Z., Bi, S., Zan, Y., Xiao, B., Ma, Z.: Effect of hot pressing temperature on microstructure and tensile properties of SiC/Al-Zn-Mg-Cu composites. Acta Metall. Sin. 55, 1319–1328 (2019)
36. Ma, K., Liu, Z.Y., Bi, S., Zhang, X.X., Xiao, B.L., Ma, Z.Y.: Microstructure evolution and hot deformation behavior of carbon nanotube reinforced 2009Al composite with bimodal grain structure. J. Mater. Sci. Technol. 70, 73–82 (2021a)10.1016/j.jmst.2020.09.003 ↗
37. Ma, K., Li, X.N., Liu, K., Chen, X.G., Liu, Z.Y., Xiao, B.L., Ma, Z.Y.: Improving the high-cycle fatigue strength of heterogeneous carbon nanotube/Al-Cu-Mg composites through grain size design in ductile-zones. Compos. Part B Eng. 222, 109094 (2021)10.1016/j.compositesb.2021.109094 ↗
38. Ma, K., Liu, Z.Y., Liu, K., Chen, X.G., Xiao, B.L., Ma, Z.Y.: Structure optimization for improving the strength and ductility of heterogeneous carbon nanotube/Al–Cu–Mg composites. Carbon 178, 190–201 (2021c)10.1016/j.carbon.2021.03.006 ↗
39. Mokdad, F., Chen, D.L., Liu, Z.Y., Xiao, B.L., Ni, D.R., Ma, Z.Y.: Deformation and strengthening mechanisms of a carbon nanotube reinforced aluminum composite. Carbon 104, 64–77 (2016)10.1016/j.carbon.2016.03.038 ↗
40. Müller, V., Kabel, M., Andrä, H., Böhlke, T.: Homogenization of linear elastic properties of short-fiber reinforced composites–a comparison of mean field and voxel-based methods. Int. J. Solids Struct. 67–68, 56–70 (2015)10.1016/j.ijsolstr.2015.02.030 ↗
41. O’Connell, M.J.: Carbon Nanotubes: Properties and Applications. CRC Press, London (2018)10.1201/9781315222127 ↗
42. Pérez, L., Cabrera, I., Santiago, A.A., Vargas, J., Beltrán, A., Alfonso, I.: Effect of the Al–CNT interlayer on the tensile elastic modulus of Al matrix composites with random dispersion of CNTs. J. Braz. Soc. Mech. Sci. Eng. 40, 550 (2018)10.1007/s40430-018-1473-1 ↗
43. Redenbach, C., Shklyar, I., Andrä, H.: Laguerre tessellations for elastic stiffness simulations of closed foams with strongly varying cell sizes. Int. J. Eng. Sci. 50, 70–78 (2012)10.1016/j.ijengsci.2011.09.002 ↗
44. Roy, S., Gibmeier, J., Schell, K.G., Bucharsky, E.C., Weidenmann, K.A., Wanner, A., Hoffmann, M.J.: Internal load transfer in an interpenetrating metal/ceramic composite material studied using energy dispersive synchrotron X-ray diffraction. Mater. Sci. Eng. A 753, 247–252 (2019)10.1016/j.msea.2019.03.049 ↗
45. Salnikov, V., Choï, D., Karamian-Surville, P.: On efficient and reliable stochastic generation of RVEs for analysis of composites within the framework of homogenization. Comput. Mech. 55, 127–144 (2015)10.1007/s00466-014-1086-1 ↗
46. Schroeder, W.J., Lorensen, B., Martin, K.: The visualization toolkit: an object-oriented approach to 3D graphics, the visualization toolkit: an object-oriented approach to 3D graphics. Kitware 2, 109 (2004)
47. Sheng, P., Zhang, J., Ji, Z.: An advanced 3D modeling method for concrete-like particle-reinforced composites with high volume fraction of randomly distributed particles. Compos. Sci. Technol. 134, 26–35 (2016)10.1016/j.compscitech.2016.08.009 ↗
48. Sheng, P., Chen, Z., Zhang, J., Ji, Z.: Evolution and heredity of particle distribution in the free-fall method of modeling particle-reinforced concrete-like composites. Powder Technol. 353, 1–9 (2019)10.1016/j.powtec.2019.04.083 ↗
49. Si, H.: TetGen, a delaunay-based quality tetrahedral mesh generator. ACM Trans. Math. Softw. 41, 1–36 (2015)10.1145/2629697 ↗
50. Staub, S., Andrä, H., Kabel, M.: Fast FFT based solver for rate-dependent deformations of composites and nonwovens. Int. J. Solids Struct. 154, 33–42 (2018)10.1016/j.ijsolstr.2016.12.014 ↗
51. Su, Y., Li, Z., Jiang, L., Gong, X., Fan, G., Zhang, D.: Computational structural modeling and mechanical behavior of carbon nanotube reinforced aluminum matrix composites. Mater. Sci. Eng. A 614, 273–283 (2014)10.1016/j.msea.2014.07.048 ↗
52. Suárez, S., Ramos-Moore, E., Mücklich, F.: A high temperature X-ray diffraction study of the influence of MWCNTs on the thermal expansion of MWCNT/Ni composites. Carbon 51, 404–409 (2013)10.1016/j.carbon.2012.09.002 ↗
53. Wang, Z., Yuan, Y.: Micromechanics-based modeling of elastic modulus and coefficient of thermal expansion for CNT-metal nanocomposites. Int. J. Mech. Mater. Des. 16, 783–799 (2020)10.1007/s10999-020-09503-z ↗
54. Wang, Z., Yang, F., Shang, J., Wei, N., Kou, L., Li, C.: Mechanical properties of CNT-reinforced Ni3Al composites. J. Phys. Condens. Matter 32, 205301 (2020)10.1088/1361-648X/ab6b8d ↗
55. Wang, J., Chen, Y., Feng, Y., Zhao, G., Jian, X., Huang, Q., Yang, L., Xu, J.: Influence of porosity on anisotropic thermal conductivity of SiC fiber reinforced SiC matrix composite. Ceram. Int. 46, 28693–28700 (2020b)10.1016/j.ceramint.2020.08.029 ↗
56. Xie, Y., Meng, X., Huang, Y., Li, J., Cao, J.: Deformation-driven metallurgy of graphene nanoplatelets reinforced aluminum composite for the balance between strength and ductility. Compos. Part B Eng. 177, 107413 (2019)10.1016/j.compositesb.2019.107413 ↗
57. Xu, R., Tan, Z., Xiong, D., Fan, G., Guo, Q., Zhang, J., Su, Y., Li, Z., Zhang, D.: Balanced strength and ductility in CNT/Al composites achieved by flake powder metallurgy via shift-speed ball milling. Compos. Part Appl. Sci. Manuf. 96, 57–66 (2017)10.1016/j.compositesa.2017.02.017 ↗
58. Xu, R., Tan, Z., Fan, G., Ji, G., Xiong, D.-B., Guo, Q., Su, Y., Li, Z., Zhang, D.: High-strength CNT/Al-Zn-Mg-Cu composites with improved ductility achieved by flake powder metallurgy via elemental alloying. Compos. Part Appl. Sci. Manuf. 111, 1–11 (2018)10.1016/j.compositesa.2018.05.012 ↗
59. Xu, R., Tan, Z., Fan, G., Ji, G., Li, Z., Guo, Q., Li, Z., Zhang, D.: Microstructure-based modeling on structure-mechanical property relationships in carbon nanotube/aluminum composites. Int. J. Plast. 120, 278–295 (2019)10.1016/j.ijplas.2019.05.006 ↗
60. Ye, T., Xu, Y., Ren, J.: Effects of SiC particle size on mechanical properties of SiC particle reinforced aluminum metal matrix composite. Mater. Sci. Eng. A 753, 146–155 (2019)10.1016/j.msea.2019.03.037 ↗
61. Yu, Y., Cui, J., Han, F.: An effective computer generation method for the composites with random distribution of large numbers of heterogeneous grains. Compos. Sci. Technol. 68, 2543–2550 (2008)10.1016/j.compscitech.2008.05.013 ↗
62. Zhang, X.X., Xiao, B.L., Andra, H., Ma, Z.Y.: Homogenization of the average thermo-elastoplastic properties of particle reinforced metal matrix composites: the minimum representative volume element size. Compos. Struct. 113, 459–468 (2014a)10.1016/j.compstruct.2014.03.048 ↗
63. Zhang, X.X., Zhang, Q., Zangmeister, T., Xiao, B.L., Andrä, H., Ma, Z.Y.: A three-dimensional realistic microstructure model of particle-reinforced metal matrix composites. Model. Simul. Mater. Sci. Eng. 22, 035010 (2014)10.1088/0965-0393/22/3/035010 ↗
64. Zhang, J.F., Zhang, X.X., Wang, Q.Z., Xiao, B.L., Ma, Z.Y.: Simulation of anisotropic load transfer and stress distribution in SiCp/Al composites subjected to tensile loading. Mech. Mater. 122, 96–103 (2018a)10.1016/j.mechmat.2018.04.011 ↗
65. Zhang, J.F., Zhang, X.X., Wang, Q.Z., Xiao, B.L., Ma, Z.Y.: Simulations of deformation and damage processes of SiCp/Al composites during tension. J. Mater. Sci. Technol. 34, 627–634 (2018b)10.1016/j.jmst.2017.09.005 ↗
66. Zhang, X., Zheng, Z., Gao, Y., Geng, L.: Progress in high throughput fabrication and characterization of metal matrix composites. Acta Metall. Sin. 55, 109–125 (2019a)
67. Zhang, J.F., Andrä, H., Zhang, X.X., Wang, Q.Z., Xiao, B.L., Ma, Z.Y.: An enhanced finite element model considering multi strengthening and damage mechanisms in particle reinforced metal matrix composites. Compos. Struct. 226, 111281 (2019)10.1016/j.compstruct.2019.111281 ↗
68. Zhang, J.Y., Chen, T.J., Zhang, X.Z., Gao, M., Geng, L.B.: Simultaneously strengthening and toughening a core-shell structured particulate reinforced aluminum alloy-based composite by solid solution treatment. J. Alloys Compd. 842, 155765 (2020)10.1016/j.jallcom.2020.155765 ↗
69. Zhang, X.X., Zhang, J.F., Liu, Z.Y., Gan, W.M., Hofmann, M., Andrä, H., Xiao, B.L., Ma, Z.Y.: Microscopic stresses in carbon nanotube reinforced aluminum matrix composites determined by in-situ neutron diffraction. J. Mater. Sci. Technol. 54, 58–68 (2020b)10.1016/j.jmst.2020.04.016 ↗
70. Zhao, K., Liu, Z., Xiao, B., Ma, Z.: Friction stir welding of carbon nanotubes reinforced Al-Cu-Mg alloy composite plates. J. Mater. Sci. Technol. 33, 1004–1008 (2017)10.1016/j.jmst.2017.01.033 ↗
71. Zhao, K., Liu, Z.Y., Xiao, B.L., Ni, D.R., Ma, Z.Y.: Origin of insignificant strengthening effect of CNTs in T6-treated CNT/6061Al composites. Acta Metall. Sin. Engl. Lett. 31, 134–142 (2018)10.1007/s40195-017-0626-z ↗
72. Zhou, B., Wang, L., Zhu, G., Wang, J., Wen, W., Zeng, X.: Understanding the strengthening effect of β1 precipitates in Mg-Nd using in situ synchrotron X-ray diffraction. JOM 70, 2315–2320 (2018)10.1007/s11837-018-2972-3 ↗
73. Zhou, Q.: PyMesh—Geometry Processing Library for Python, Software available for download at https://github.com/PyMesh/PyMesh (2020)
74. Zhu, X., Zhao, Y., Ma, L., Zhang, G., Ren, W., Peng, X., Hu, N., Rintoul, L., Bell, J.M., Yan, C.: Graphene coating makes copper more resistant to plastic deformation. Compos. Commun. 12, 106–111 (2019)10.1016/j.coco.2019.01.006 ↗