An optimized yarn-level geometric model for Finite Element Analysis of weft-knitted fabrics
| Autor: | Paras Wadekar, David E. Breen, Genevieve Dion, Antonios Kontsos, Vignesh I. Perumal |
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| Rok vydání: | 2020 |
| Předmět: |
Optimization problem
business.industry Minimum function Aerospace Engineering 020207 software engineering 02 engineering and technology Structural engineering Yarn 01 natural sciences Computer Graphics and Computer-Aided Design Finite element method 0104 chemical sciences 010404 medicinal & biomolecular chemistry Spline (mathematics) Software Modeling and Simulation visual_art Automotive Engineering 0202 electrical engineering electronic engineering information engineering visual_art.visual_art_medium business Geometric modeling ComputingMethodologies_COMPUTERGRAPHICS Mathematics |
| Zdroj: | Computer Aided Geometric Design. 80:101883 |
| ISSN: | 0167-8396 |
| DOI: | 10.1016/j.cagd.2020.101883 |
| Popis: | Knitted fabrics are widely used in clothing because of their distinctive ability to be shaped and formed, which is fundamentally different from the behavior of woven cloth. Since stitches produce complex interactions between yarns, the macroscopic behavior of knitted fabrics depends more on their loop structure and stitch patterns than on the physical properties of the yarn. In order to explore the unique mechanical properties of knitted textiles we have developed a yarn-level model for weft-knitted fabrics that can be used in Finite Element Analysis (FEA) simulations. Producing geometric models of yarns in a knitted material is framed as an optimization problem. In this computing context, a single “cost” function is defined that captures the various required features of the final geometric model. The function is specified in such a way that finding the variable values that results in a minimum function evaluation produces the desired geometric result. The centerlines of the fabric's yarns are defined as Catmull-Rom splines, and the cost function is minimized by adjusting the locations of the spline's control points. The optimization is based on physical parameters such as yarn interpenetration, length of the yarn and bending energy. The optimized models are written to a file which can be directly read by an FEA software. The results show that our approach can create yarn-level models of weft-knitted fabrics consisting of an arbitrary pattern of knit and purl stitches, with a range of sizes, that are suitable for FEA simulations. |
| Databáze: | OpenAIRE |
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