1. Simulation of the cross-correlated positions of in-plane tow centroids in textile composites based on experimental data.
- Author
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Vanaerschot, Andy, Cox, Brian N., Lomov, Stepan V., and Vandepitte, Dirk
- Subjects
- *
CENTROID , *TEXTILES , *COMPOSITE materials , *DATA analysis , *RANDOM fields , *COMPUTER simulation - Abstract
In-plane centroids of textile composites are simulated as cross-correlated random fields. Each tow position is defined as an average trend quantified from experimental data, added with zero-mean deviations produced as a stochastic field. Realisations of these fields are generated using a framework based on the Karhunen–Loève series expansion that is calibrated with experimental information from prior work. Positional deviations are obtained that are correlated along the tow and between neighbouring tows. The application is a 2/2 twill woven carbon fibre reinforced epoxy consisting of multiple unit cells. Generated in-plane deviations of the warp and weft tows resemble the experimental fluctuations with similar wavelengths. Simulation of thousand specimens demonstrates that the virtual in-plane positions possess the experimental standard deviation and correlation lengths on average. [ABSTRACT FROM AUTHOR]
- Published
- 2014
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