Academic Journal
GPU-based 3D simulation of large-scale patterned fabric structures.
| Τίτλος: | GPU-based 3D simulation of large-scale patterned fabric structures. |
|---|---|
| Συγγραφείς: | Xu, Hui, Jiang, Gaoming, Li, Bingxian, Liu, Haisang, Tang, Shukai |
| Πηγή: | Journal of Engineered Fabrics & Fibers (JEFF); 3/29/2026, Vol. 21, p1-13, 13p |
| Θεματικοί όροι: | Parallel algorithms, Graphics processing units, Three-dimensional modeling, Textured woven textiles, OpenCL (Computer program language), Computer performance, Parallel processing, Numerical grid generation (Numerical analysis) |
| Περίληψη: | To enhance 3D simulation efficiency for large-scale patterned fabric structures, a GPU-based yarn-level parallel computing framework is developed. individual yarns are adopted as the fundamental units of parallelization. Two key algorithms are devised within this framework: a parallel spline trajectory fitting algorithm and a parallel yarn mesh generation algorithm. Comparative experiments with conventional serial methods show that a maximum speedup of up to 10-fold is achieved by the proposed parallel strategy. Moreover, the speed imbalance across different stages during fabric simulation is effectively alleviated by the method. The algorithms are implemented in OpenCL, demonstrating robust performance across different GPU hardware. The applicability of the method to a wide range of fabric types, including both woven and knitted large-patterned fabrics, is confirmed through simulation case studies, underscoring its substantial potential for real-world deployment. [ABSTRACT FROM AUTHOR] |
| Copyright of Journal of Engineered Fabrics & Fibers (JEFF) is the property of its co-sponsors: I N D A, Association of the Nonwoven Fabrics Industry, AATCC, TAPPI, the Fiber Society and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Βάση Δεδομένων: | Complementary Index |
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| Items | – Name: Title Label: Title Group: Ti Data: GPU-based 3D simulation of large-scale patterned fabric structures. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Xu%2C+Hui%22">Xu, Hui</searchLink><br /><searchLink fieldCode="AR" term="%22Jiang%2C+Gaoming%22">Jiang, Gaoming</searchLink><br /><searchLink fieldCode="AR" term="%22Li%2C+Bingxian%22">Li, Bingxian</searchLink><br /><searchLink fieldCode="AR" term="%22Liu%2C+Haisang%22">Liu, Haisang</searchLink><br /><searchLink fieldCode="AR" term="%22Tang%2C+Shukai%22">Tang, Shukai</searchLink> – Name: TitleSource Label: Source Group: Src Data: Journal of Engineered Fabrics & Fibers (JEFF); 3/29/2026, Vol. 21, p1-13, 13p – Name: Subject Label: Subject Terms Group: Su Data: <searchLink fieldCode="DE" term="%22Parallel+algorithms%22">Parallel algorithms</searchLink><br /><searchLink fieldCode="DE" term="%22Graphics+processing+units%22">Graphics processing units</searchLink><br /><searchLink fieldCode="DE" term="%22Three-dimensional+modeling%22">Three-dimensional modeling</searchLink><br /><searchLink fieldCode="DE" term="%22Textured+woven+textiles%22">Textured woven textiles</searchLink><br /><searchLink fieldCode="DE" term="%22OpenCL+%28Computer+program+language%29%22">OpenCL (Computer program language)</searchLink><br /><searchLink fieldCode="DE" term="%22Computer+performance%22">Computer performance</searchLink><br /><searchLink fieldCode="DE" term="%22Parallel+processing%22">Parallel processing</searchLink><br /><searchLink fieldCode="DE" term="%22Numerical+grid+generation+%28Numerical+analysis%29%22">Numerical grid generation (Numerical analysis)</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: To enhance 3D simulation efficiency for large-scale patterned fabric structures, a GPU-based yarn-level parallel computing framework is developed. individual yarns are adopted as the fundamental units of parallelization. Two key algorithms are devised within this framework: a parallel spline trajectory fitting algorithm and a parallel yarn mesh generation algorithm. Comparative experiments with conventional serial methods show that a maximum speedup of up to 10-fold is achieved by the proposed parallel strategy. Moreover, the speed imbalance across different stages during fabric simulation is effectively alleviated by the method. The algorithms are implemented in OpenCL, demonstrating robust performance across different GPU hardware. The applicability of the method to a wide range of fabric types, including both woven and knitted large-patterned fabrics, is confirmed through simulation case studies, underscoring its substantial potential for real-world deployment. [ABSTRACT FROM AUTHOR] – Name: Abstract Label: Group: Ab Data: <i>Copyright of Journal of Engineered Fabrics & Fibers (JEFF) is the property of its co-sponsors: I N D A, Association of the Nonwoven Fabrics Industry, AATCC, TAPPI, the Fiber Society and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1177/15589250261432180 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 13 StartPage: 1 Subjects: – SubjectFull: Parallel algorithms Type: general – SubjectFull: Graphics processing units Type: general – SubjectFull: Three-dimensional modeling Type: general – SubjectFull: Textured woven textiles Type: general – SubjectFull: OpenCL (Computer program language) Type: general – SubjectFull: Computer performance Type: general – SubjectFull: Parallel processing Type: general – SubjectFull: Numerical grid generation (Numerical analysis) Type: general Titles: – TitleFull: GPU-based 3D simulation of large-scale patterned fabric structures. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Xu, Hui – PersonEntity: Name: NameFull: Jiang, Gaoming – PersonEntity: Name: NameFull: Li, Bingxian – PersonEntity: Name: NameFull: Liu, Haisang – PersonEntity: Name: NameFull: Tang, Shukai IsPartOfRelationships: – BibEntity: Dates: – D: 29 M: 03 Text: 3/29/2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 15589250 Numbering: – Type: volume Value: 21 Titles: – TitleFull: Journal of Engineered Fabrics & Fibers (JEFF) Type: main |
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