Energy-Based Optimum Pattern Development for Garment Industry

Abstract:

Distortions are inevitable when flattening is applied to an irregular surface. This study presents a meshing energy model and evaluates the energy variation between the 3D designed surface and the 2D flattened pattern in order to minimize the energy that arises from the development process. Base on expert knowledge, constraint optimization methods are used to find the unique pattern in its minimum deformation. This method is applied via simulation to some garment examples. Taking design and manufacturing conditions into consideration, the designed garments are flattened into patterns which have the least energy and area variation from the 3D designs.

• Periodical: Advanced Materials Research (Volumes 201-203)
• Pages: 1223-1232
• DOI: https://doi.org/10.4028/www.scientific.net/AMR.201-203.1223
• Online since: February 2011
• Authors: Jing Jing Fang, Yu Ding
• Keywords: Energy-Based, Optimization, Surface Flattening

References

[1] C. Bennis, J.M. Vezien and G. Iglesias: SIGGRAPH Vo1. 25 (1991), pp.237-246.

[2] R. Grossmann, N. Kiryati and R. Kimmel: IEEE Transactions on Pattern Analysis and Machine Intelligence Vol. 24 (2002), pp.433-441.

DOI: 10.1109/34.993552

[3] P. Azariadis and N. Asprathos: Computer-Aided Design Vol. 29 (1997), p.675–685.

[4] B.K. Hinds, J. McCartney and G. Woods: Computer-Aided Design Vol. 23 (1991), pp.583-592.

DOI: 10.1016/0010-4485(91)90060-a

[5] L. Parida and S.P. Mudur: Computer-Aided Design Vol. 25 (1993), pp.225-232.

[6] W. Cho, M. N. Patrikalakis and J. Peraire: Computer-Aided Design Vol. 30 (1998), pp.1077-1087.

DOI: 10.1016/s0010-4485(98)00064-5

[7] Y. Yang and W. Zhang: International Journal of Clothing Science and Technology Vol. 19 (2007), pp.334-348.

[8] Z. Yueqi and X. Bugao: Computer-Aided Design Vol. 38 (2006), pp.1062-1073.

[9] T. Shimada and Y. Tada: Computer-Aided Design Vol. 23 (1991), pp.153-159.

[10] M. Aono, P. Denti, D.E. Breen and M.J. Wozny: IEEE Vol. 16 (1996), p.60–70.

[11] C.C.L. Wang, S.S.F. Chen and M.M.F. Yuen: Computer-Aided Design Vol. 34 (2002), pp.823-833.

[12] C.C.L. Wang, K. Tang and B.M.L. Yeung: Computer-Aided Design Vol. 37 (2005), pp.799-814.

[13] Z.G. Luo and M.M.F. Yuen: Computer-Aided Design Vol. 37 (2005), pp.623-630.

[14] P.N. Azariadis and N.A. Asprathos: Computer-Aided Design Vol. 33 (2001), pp.581-591.

[15] C.C.L. Wang and K. Tang: Computer-Aided Design Vol. 39 (2007), pp.69-79.

[16] M. Ohsaki and J. Fujiwara: Computer Methods in Applied Mechanics and Engineering Vol. 192 (2003), pp.77-94.

[17] J. McCartney, B.K. Hinds and B.L. Seow: Computer-Aided Design Vol. 31 (1999), pp.249-260.

[18] J. McCartney, B.K. Hinds, B.L. Seow and D. Gong: Journal of Materials Processing Technology Vol. 107 (2000), pp.312-318.

[19] J. McCartney, B.K. Hinds and K.W. Chong: Computer-Aided Design Vol. 37 (2005), pp.631-644.

DOI: 10.1016/j.cad.2004.09.006

[20] J. McCartney, B.K. Hinds and D. Kelly: Journal of Materials Processing Technology Vol. 159 (2005), pp.181-190.

[21] J.J. Fang and Y. Ding: International Journal of Clothing Science and Technology Vol. 20 (2008), pp.26-40.

[22] J.J. Fang, S.C. Huang and Y. Ding: International Journal of Clothing Science and Technology Vol. 20 (2008), pp.41-56.

[23] International Organization for Standardization. Garment construction and anthropometric surveys-body dimensions. Reference No. 8559-1989. Switzerland: ISO.; (1989).

[24] C.H. Tien, J.J. Fang, S.C. Huang and L.J. Wu: The 2007 World Conference on Mass Customization and Personalization (MIT, USA 2007).

[25] M. J. D. Powell: The Computer Journal Vol. 7 (1964), pp.155-162.