Utilizing real and statistically reconstructed microstructures for the viscoelastic modeling of polymer nanocomposites
Source abstract
Abstract
Abstract In this paper, we present a new approach to finite element modeling of a nanoparticle filled polymer system that utilizes the actual and statistically reconstructed microstructures of the material. Typically, description of polymer nanocomposites for microstructure generation is difficult given the high degrees of freedom inherent in the location of each nanoparticle. The lack of true microstructure utilization hinders our ability to understand the interaction between the nanoparticle and polymer, which cannot easily be deconvoluted from experiments alone. We consider here a material system of carbon black particle fillers dispersed in synthetic natural rubber. Scanning Electron Microscope (SEM) images are first taken of these carbon black-rubber composites samples and then transformed into binary images. The binary images from either a microscope image of original specimens or microstructure reconstruction according to the material statistical description are used as geometric inputs for the finite element model along with experimentally determined viscoelastic properties of pure rubber. Simulations on the viscoelastic properties of the rubber composites are performed through ABAQUS. The simulated results are then compared with composite viscoelastic data in both frequency and temperature domains. The comparison shows that for the specific rubber/CB composite discussed in this paper, the thickness being 25 nm and relaxation time being 32 times that of matrix polymer provide the best approximations for the properties of interfacial polymer.
Source: openaire · Quality: candidate unverified · Source record ↗
Research context
OpenAlex topics: Polymer Nanocomposites and Properties · Polymer crystallization and properties · Elasticity and Material Modeling
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (63)
Show source-provided references
1. Functionalized graphene sheets for polymer nanocomposites10.1038/nnano.2008.96 ↗
2. Polymer nanocomposites: a small part of the story10.1007/s11837-007-0040-5 ↗
3. Functionalized swnt/polymer nanocomposites for dramatic property improvement10.1002/polb.20510 ↗
4. Elastic modulus of single-walled carbon nanotube/poly(methyl methacrylate) nanocomposites10.1002/polb.20073 ↗
5. Morphological and mechanical properties of carbon-nanotube-reinforced semicrystalline and amorphous polymer composites10.1063/1.1533118 ↗
6. Carbon nanotube composites for thermal management10.1063/1.1469696 ↗
7. Reinforcement of carbon/epoxy composites with multiwall carbon nanotubes and dispersion enhancing block copolymers10.1016/j.scriptamat.2007.11.011 ↗
8. Mechanical reinforcement of polymers using carbon nanotubes10.1002/adma.200501851 ↗
9. Nanotube networks in polymer nanocomposites: rheology and electrical conductivity10.1021/ma049164g ↗
10. Improvement of tensile properties of nano-sio2/pp composites in relation to percolation mechanism10.1016/S0032-3861(00)00741-2 ↗
11. Development of a dispersion process for carbon nanotubes in an epoxy matrix and the resulting electrical properties10.1016/S0032-3861(99)00166-4 ↗
12. Review article: polymer-matrix nanocomposites, processing, manufacturing, and application: an overview10.1177/0021998306067321 ↗
13. An assessment of the science and technology of carbon nanotube-based fibers and composites10.1016/j.compscitech.2009.10.004 ↗
14. Polymer nanocomposites10.1557/mrs2007.229 ↗
15. Structural and mechanical properties of polymer nanocomposites10.1016/j.mser.2006.06.001 ↗
16. Constitutive modeling of nanotube-reinforced polymer composites10.1016/S0266-3538(03)00063-0 ↗
17. Constitutive modeling of piezoelectric polymer composites10.1016/j.actamat.2004.07.037 ↗
18. A molecular dynamics simulation study of the viscoelastic properties of polymer nanocomposites10.1063/1.1516589 ↗
19. A molecular dynamics simulation study of nanoparticle interactions in a model polymer-nanoparticle composite10.1016/S0266-3538(03)00061-7 ↗
20. Molecular dynamics simulation of a polymer melt with a nanoscopic particle10.1021/ma010626p ↗
21. Effect of filler particle size on the properties of model nanocomposites10.1021/ma701940j ↗
22. Multiscale micromechanical modeling of polymer/clay nanocomposites and the effective clay particle10.1016/j.polymer.2003.10.100 ↗
23. Micromechanical analysis of the effective elastic properties of carbon nanotube reinforced composites10.1016/j.mechmat.2005.06.029 ↗
24. A shear-lag model for carbon nanotube-reinforced polymer composites10.1016/j.ijsolstr.2004.08.020 ↗
25. Interface and mechanical coupling effects in model particulate composites10.1002/pen.11819 ↗
26. An inverse method to determine the elastic properties of the interphase between the aggregate and the cement paste10.1016/S0008-8846(02)00792-5 ↗
27. Heterogeneous polymer-polymer composites. i. theory of viscoelastic properties and equivalent mechanical models10.1002/app.1973.070170104 ↗
28. Average stress in matrix and average elastic energy of materials with misfitting inclusions10.1016/0001-6160(73)90064-3 ↗
29. Wang HW, Zhou HW, Peng RD, LM Jr. Nanoreinforced polymer composites: 3d fem modeling with effective interface concept. Compos Sci Technol 2011;71(7):980–988.10.1016/j.compscitech.2011.03.003 ↗
30. Evaluations of the effective material properties of carbon nanotube-based composites using a nanoscale representative volume element10.1016/S0167-6636(02)00200-4 ↗
31. Modeling of effective elastic properties for polymer based carbon nanotube composites10.1016/j.polymer.2006.01.013 ↗
32. Simulation of interphase percolation and gradients in polymer nanocomposites10.1016/j.compscitech.2008.11.022 ↗
33. Effect of particle agglomeration and interphase on the glass transition temperature of polymer nanocomposites10.1002/polb.22236 ↗
34. Design, development and testing of rubber nanocomposites10.4028/www.scientific.net/KEM.425.61 ↗
35. Stress relaxation in carbon-black-filled styrene-butadiene rubber10.1002/pol.1974.180120712 ↗
36. Stress relaxation in carbon-black-filled rubber vulcanizates at moderate strains10.1016/0032-3861(84)90220-9 ↗
37. Characterization of the effect of the filler dispersion on the stress relaxation behavior of carbon black filled rubber composites10.1016/j.polymer.2009.02.051 ↗
38. On the influence of cb loading on the creep and relaxation behavior of sbr and nbr rubber vulcanizates10.1016/j.matdes.2008.09.045 ↗
39. Single and double-step stress relaxation and constitutive modeling of viscoelastic behavior of swelled and un-swelled natural rubber loaded with carbon black10.1016/j.matdes.2009.10.006 ↗
40. Constitutive modeling of the large strain time-dependent behavior of elastomers10.1016/S0022-5096(97)00075-6 ↗
41. Rheological models of rubber-carbon black compounds: low interaction viscoelastic models and high interaction thixotropic-plastic-viscoelastic models10.1016/0377-0257(93)85005-U ↗
42. Microstructure reconstructions from 2-point statistics using phase-recovery algorithms10.1016/j.actamat.2007.10.044 ↗
43. Microstructure design of a two phase composite using two-point correlation functions10.1007/s10820-005-3164-3 ↗
44. Modeling heterogeneous materials via two-point correlation functions: basic principles10.1103/PhysRevE.76.031110 ↗
45. Modeling heterogeneous materials via two-point correlation functions. ii. algorithmic details and applications10.1103/PhysRevE.77.031135 ↗
46. Reconstructing random media10.1103/PhysRevE.57.495 ↗
47. Reconstructing random media. ii. three-dimensional media from two-dimensiomal cuts10.1103/PhysRevE.58.224 ↗
48. Liu Y, Greene MS, Chen W, Dikin DA, Liu WK. Microstructure reconstruction for stochastic multiscale material design. In: ASME 2011 international design engineering technical conferences and computers and information in engineering conference. Washington, DC, USA; 2011.10.1115/DETC2011-48323 ↗
49. Morphological characterization of ceramic-ceramic composites by image analysis10.1016/0266-3538(90)90095-M ↗
50. Torquato · 2002
51. Sobczyk · 2001
52. Reconstruction of random microstructures-a stochastic optimization problem10.1016/j.commatsci.2004.01.038 ↗
53. Radnom texture models for material structures10.1023/A:1008942325749 ↗
54. Statistical model for characterizing random microstructure of inclusion-matrix composites10.1007/s10853-006-1117-1 ↗
55. Statistical description of microstructure10.1146/annurev.matsci.32.110101.155324 ↗
56. A superior descriptor of random textures and its predictive capacity10.1073/pnas.0905919106 ↗
57. Three-dimensional reconstruction of statistically optimal unit cells of multimodal particulate composites10.1615/IntJMultCompEng.v8.i5.50 ↗
58. Optimal design of heterogeneous materials10.1146/annurev-matsci-070909-104517 ↗
59. Brinson · 2007
60. Interfacial and substrate effects on local elastic properties of polymers using coupled experiments and modeling of nanoindentation10.1002/adem.201000277 ↗
61. Glass transition and relaxation behavior of epoxy nanocomposites10.1002/polb.20251 ↗
62. The distribution of glass-transition temperatures in nanoscopically confined glass formers10.1038/nmat980 ↗
63. The glass transition in thin polymer films10.1016/S0001-8686(01)00060-4 ↗