Statistical analysis and stochastic modelling of fibre composites
Source abstract
Abstract
The fibre component of many fibre reinforced composites can be modelled by a system of non-overlapping straight cylinders. In this paper we discuss a model based on a random sequential adsorption (RSA) process. Geometric characteristics of the fibre system such as the fibre volume fraction or the fibre direction distribution are estimated from tomographic images of composite samples. Using this information, we fit RSA models to samples of a glass fibre reinforced polymer and a fibre reinforced ultra high performance concrete.
Source: openaire · Quality: candidate unverified · Source record ↗
Research context
OpenAlex topics: Composite Material Mechanics · Mineral Processing and Grinding · Innovative concrete reinforcement materials
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References (25)
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1. Fiber orientation structures and mechanical properties of injection molded short glass fiber reinforced ribbed plates10.1002/pc.20019 ↗
2. Markovic · 2006
3. 3d directional mathematical morphology for analysis of fiber orientations10.5566/ias.v28.p143-153 ↗
4. Automated reconstruction of curvilinear fibres from 3d datasets acquired by X-ray microtomography10.1046/j.1365-2818.2002.01009.x ↗
5. Wirjadi O, Schladitz K, Rack A, Breuel T. Applications of anisotropic image filters for computing 2d and 3d-fiber orientations. In: Proceedings of the 10th European conference of ISS, The MIRIAM project series, vol. 4. Bologna, Italy: ESCULAPIO Pub. Co; 2009.
6. Ohser · 2009
7. Design of acoustic trim based on geometric modeling and flow simulation for non-woven10.1016/j.commatsci.2006.01.018 ↗
8. Stochastic 3D modelling of the GDL structure in PEM fuel cells, based on thin section detection10.1149/1.2839570 ↗
9. Stoyan · 1995
10. Schneider · 2008
11. Measurement of intrinsic volumes of sets observed on lattices
12. Ohser · 2000
13. Principles for automatic scale selection
14. Wirjadi O. Models and algorithms for image-based analysis of microstructures. PhD thesis, Technische Universität Kaiserslautern; 2009.
15. Serra · 1982
16. Soille · 1999
17. Statistical analysis of simulated random packings of spheres10.1002/1521-4117(200205)19:2<111::AID-PPSC111>3.0.CO;2-M ↗
18. Illian · 2008
19. Ketchel J, Larochelle P. Collision detection of cylindrical rigid bodies for motion planning. In: Proceedings of the 2006 IEEE international conference on robotics and automation, Orlando, Florida, 2006.
20. Analysis of 3D random chopped fiber reinforced composites using FEM and random sequential addition10.1016/j.commatsci.2007.12.016 ↗
21. Numerical evaluation of effective material properties of randomly distributed short cylindrical fibre composites10.1016/j.commatsci.2006.02.024 ↗
22. Numerical simulation of saturation behavior of physical properties in composites with randomly distributed second-phase10.1177/0021998305047263 ↗
23. Fisher · 1987
24. Clustering on the unit hypersphere using von Mises–Fisher distributions
25. Fraunhofer ITWM. MAVI – modular algorithms for volume images, 2005. .