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Introducing and optimizing a novel mesh for simulating knitted fabric
- Source :
- The Journal of The Textile Institute. 109:202-218
- Publication Year :
- 2017
- Publisher :
- Informa UK Limited, 2017.
-
Abstract
- In this paper, a mass spring system is developed to simulate the draping behavior of knitted fabric. A new type of mesh based on loop structure, which is called Loop mesh, is introduced. The effective properties on fabric drape are measured using the Fast system, and the experimental data are incorporated into the mass spring model to simulate the draping behavior of knitted fabrics. 3D shape of real drape behavior of fabric samples is achieved using depth camera. Then in order to reduce error value between simulated and real results, distances between mass points in the Loop mesh are optimized using the Imperialistic Competitive Algorithm (ICA). In order to investigate validity and accuracy of the Loop mesh, drape behavior of knitted fabrics falling over a square table are also simulated using common meshes. It can be found that the Loop mesh produced a closest drape shape to the real fabric drape than other mesh models. Finally, fabrics drape is simulated in other situations and compared with it...
- Subjects :
- Mass spring
010407 polymers
Engineering
Polymers and Plastics
business.industry
Materials Science (miscellaneous)
Competitive algorithm
Mass spring model
Imperialist competitive algorithm
02 engineering and technology
Structural engineering
01 natural sciences
GeneralLiterature_MISCELLANEOUS
Industrial and Manufacturing Engineering
Square (algebra)
0104 chemical sciences
Loop (topology)
Physics::Space Physics
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Polygon mesh
General Agricultural and Biological Sciences
business
Simulation
ComputingMethodologies_COMPUTERGRAPHICS
Subjects
Details
- ISSN :
- 17542340 and 00405000
- Volume :
- 109
- Database :
- OpenAIRE
- Journal :
- The Journal of The Textile Institute
- Accession number :
- edsair.doi...........b1029a01d2e2568dc2b41a90723e3bee
- Full Text :
- https://doi.org/10.1080/00405000.2017.1335446