DEVELOPMENT OF AN INTEGRATED SYSTEM FOR THREE-DIMENSIONAL GARMENT DESIGN AND AUTOMATED TECHNOLOGICAL PREPARATION OF APPAREL PRODUCTION
DOI:
https://doi.org/10.5281/zenodo.21858671Abstract
The study develops an architecture, a unified information model, and computational algorithms for
an integrated system connecting parametric garment pattern design, three-dimensional virtual fitting, and automated
technological preparation of apparel production. The proposed digital thread preserves persistent identifiers for pattern
pieces, edges, seams, materials, and manufacturing operations. The pattern is represented as an attributed graph; paired
edges are constrained geometrically and enriched with technological attributes. A rule-based transformation generates
sewing operations, equipment requirements, processing times, and precedence relations based on seam type, stitch class,
material properties, edge length, and quality requirements. A priority-list heuristic with local improvement is used to balance
the production line and reduce equipment-type changeovers. The computational experiment used a synthetic dataset of 48
blouse, dress, and jacket variants comprising 512 paired edges and an average of 37.7 operations per item. The mean edge
mismatch decreased from 2.76 to 0.12 mm, the line-balance coefficient increased from 0.769 to 0.907, the estimated cycle
time decreased by 17.0%, and equipment-type changeovers decreased by 22.0%. The contribution is a formal end-to-end
mapping from anthropometry and geometry to seams, operations, and manufacturing routes within a single object-graph
model. The approach can support CAD/CAM/PLM modules, garment digital twins, and technology planning for customized
and small-batch apparel production.
Keywords
3D garment design, computer-aided process planning, digital thread, garment pattern, virtual fitting, apparel manufacturing, technological route, line balancing.References
ISO 8559-1:2017. Size designation of clothes. Part 1: Anthropometric definitions for body measurement. — Geneva :
International Organization for Standardization, 2017. — 80 p.
ISO 20685-1:2018. 3-D scanning methodologies for internationally compatible anthropometric databases. Part 1:
Evaluation protocol for body dimensions extracted from 3-D body scans. — Geneva : International Organization for
Standardization, 2018. — 19 p.
ISO 18163:2016. Clothing — Digital fittings — Vocabulary and terminology used for the virtual garment. — Geneva :
International Organization for Standardization, 2016. — 15 p.
ISO 20947-1:2021. Performance evaluation protocol for digital fitting systems. Part 1: Accuracy of virtual human body
representation. — Geneva : International Organization for Standardization, 2021. — 46 p.
ISO 20947-2:2020. Performance evaluation protocol for digital fitting systems. Part 2: Virtual garment. — Geneva :
International Organization for Standardization, 2020. — 28 p.
ISO 4915:1991. Textiles — Stitch types — Classification and terminology. — 2nd ed. — Geneva : International
Organization for Standardization, 1991. — 48 p.
ISO 4916:1991. Textiles — Seam types — Classification and terminology. — 2nd ed. — Geneva : International
Organization for Standardization, 1991. — 64 p.
ISO 23247-1:2021. Automation systems and integration — Digital twin framework for manufacturing. Part 1: Overview
and general principles. — Geneva : International Organization for Standardization, 2021. — 12 p.
Wang C. C. L., Wang Y., Yuen M. M. F. Design automation for customized apparel products // Computer-Aided Design.
— 2005. — Vol. 37, No. 7. — P. 675–691. — DOI: 10.1016/j.cad.2004.08.007.
Wang J., Lu G.-D., Li W.-L., Chen L., Sakaguti Y. Interactive 3D garment design with constrained contour curves and
style curves // Computer-Aided Design. — 2009. — Vol. 41, No. 9. — P. 614–625. — DOI: 10.1016/j.cad.2009.04.009.
Umetani N., Kaufman D. M., Igarashi T., Grinspun E. Sensitive Couture for Interactive Garment Modeling and Editing //
ACM Transactions on Graphics. — 2011. — Vol. 30, No. 4. — Art. 90. — P. 1–12. — DOI: 10.1145/2010324.1964985.
Berthouzoz F., Garg A., Kaufman D. M., Grinspun E., Agrawala M. Parsing Sewing Patterns into 3D Garments // ACM
Transactions on Graphics. — 2013. — Vol. 32, No. 4. — Art. 85. — P. 1–12. — DOI: 10.1145/2461912.2461975.
Pietroni N., Dumery C., Guenot-Falque R., Liu M., Vidal-Calleja T., Sorkine-Hornung O. Computational Pattern Making
from 3D Garment Models // ACM Transactions on Graphics. — 2022. — Vol. 41, No. 4. — Art. 157. — P. 1–14. — DOI:
1145/3528223.3530145.
Rodríguez A., Cirio G. True Seams: Modeling Seams in Digital Garments // ACM Transactions on Graphics. — 2022.
— Vol. 41, No. 4. — Art. 62. — P. 1–16. — DOI: 10.1145/3528223.3530128.
Korosteleva M., Sorkine-Hornung O. GarmentCode: Programming Parametric Sewing Patterns // ACM Transactions
on Graphics. — 2023. — Vol. 42, No. 6. — Art. 197. — P. 1–15. — DOI: 10.1145/3618351.
Liu C., Xu W., Yang Y., Wang H. Automatic Digital Garment Initialization from Sewing Patterns // ACM Transactions on
Graphics. — 2024. — Vol. 43, No. 4. — Art. 74. — P. 1–12. — DOI: 10.1145/3658128.
Nguyen V., Tran Q., Altarazi F., Tran T. Binary Integer Formulations for Task Allocation and Optimal Labor Cost in Small
and Medium Apparel Manufacturing // Designs. — 2023. — Vol. 7, No. 4. — Art. 84. — P. 1–16. — DOI: 10.3390/
designs7040084.

