Collaborative Design System based on Object-Oriented Modeling of Supply Chain Simulation: A Case Study of Thai Jewelry Industry

Authors: Somlak Wannarumon, Apichai Ritvirool, Thana Boonrit

Abstract:

The paper proposes a new concept in developing collaborative design system. The concept framework involves applying simulation of supply chain management to collaborative design called – 'SCM–Based Design Tool'. The system is developed particularly to support design activities and to integrate all facilities together. The system is aimed to increase design productivity and creativity. Therefore, designers and customers can collaborate by the system since conceptual design. JAG: Jewelry Art Generator based on artificial intelligence techniques is integrated into the system. Moreover, the proposed system can support users as decision tool and data propagation. The system covers since raw material supply until product delivery. Data management and sharing information are visually supported to designers and customers via user interface. The system is developed on Web–assisted product development environment. The prototype system is presented for Thai jewelry industry as a system prototype demonstration, but applicable for other industry.

Keywords: Collaborative design, evolutionary art, jewelry design, supply chain management.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1333378

References:

[1] S. Wannarumon, K. Unnanon, and E. L. J. Bohez., "Intelligent computer system for jewelry design support", Computer-Aided Design & Applications, vol.1, nos. 1-4, pp. 551-558, 2004.
[2] L. M. Ellram, "Supply chain management: The industrial organization perspective", International Journal of Physical Distribution and Logistics Management, vol. 21, no. 1, pp. 13-22, 1991.
[3] K. C. Tan, "A framework of supply chain management literature", European Journal of Purchasing & Supply Management, July, pp. 39- 48, 2001.
[4] A. Dawson, "Supply chain technology", Work Study, vol. 51, no. 4, pp. 191-196, 2002.
[5] J. M. Tarn, D. C. Yen, and M. Beaumont, "Exploring the rationales for ERP and SCM integration", Industrial Management & Data Systems, vol.102, no.1, pp. 26-34, 2002.
[6] M. Rezayat, "Enterprise-Web portal for life cycle", CAD Computer Aided Design, vol. 32, no. 2, pp. 85-96, 2000.
[7] D. Rossetti and H.-T. Chan, "A prototype object-oriented supply chain simulation framework", in Proceedings of the 2003 Winter Simulation Conference, S. Chick, P. J. Sánchez, D. Ferrin, and D. J. Morrice, eds., pp. 1612-1620, 2003.
[8] Y. Xiang, J. Chen, W. S. Havens, "Optimal design in collaborative design network", in AAMAS-05 Netherlands, pp. 241-248, 2005.
[9] Y. Li, Y. Lu, W. Liao, and Z. Lin, "Representation and share of part feature information in web-based parts library", Expert Systems with Applications, vol.31, no. 4, pp. 697-704, 2006.
[10] D. Vila, A. Martel and R. Beauregard, "Designing logistics networks in divergent process industries: a methodology and its application to the lumber industry", Int. J. Production Economics, vol.102, pp. 358-378, 2006.
[11] X. F. Zha, Y. E. Lim, and S. C. Fok, "Development of expert system for concurrent product design and planning for assembly", The Int. J. of Advanced Manufacturing Technology, vol.15, pp. 153-162, 1999.
[12] E. Shehab and H. Abdalla, "An intelligent knowledge-based system for product cost modeling", Int. J. Advanced Manufacturing Technology, vol. 19, pp. 49-65, 2002.
[13] Z. Kowalski, M. Meler-Kapcia, S. Zieliński and M. Drewka, "CBR methodology application in an expert system for aided design ship-s engine room automation", Expert Systems and Applications, vol. 29, no. 2, pp. 256-263, 2005.
[14] S. -I. Kim, H. -J. Ryu, J. -O. Hwang and M. S. -H. Kim, "An expert system approach to art psychotherapy", The Arts in Psychotherapy, vol. 33, no. 1, pp. 59-75, 2006.
[15] Y. -S. Juang, S. -S. Lin and H. -P. Kao, "Design and implementation of a fuzzy inference system for supporting customer requirements", Expert Systems and Applications, vol. 32, no. 3, pp. 868-878, 2007.
[16] J. Gero, "Creativity, emergence and evolution in design: concepts and framework", Knowledge-Based Systems, vol. 9 no. 7, pp. 435-448, 1996.
[17] P. Bentley, Evolutionary design by computers, San Francisco: Morgan Kaufmann Publishers, 1999.
[18] C. Eckert, I. Kelly and M. Stacey, "Interactive generative systems for conceptual design: an empirical perspective", Artificial Intelligence for Engineering Design, Analysis and Manufacturing, vol. 13, no. 4, pp. 303-320, 1999.
[19] A. Rowbottom, "Evolutionary art and form", in Evolutionary Design by Computers (Bentley, P., Ed.), pp 261-278. San Francisco, CA: Morgan Kaufman, 1999.
[20] D. Rowland and F. Biocca, "Evolutionary co-operative design between human and computer: implementation of the genetic sculpture park", in Proc. 5th Symp. on Virtual Reality Modeling Language (Web3d-Vrml), VRML '00, pp. 75-79. New York: ACM Press, 2000.
[21] S. Rooke, "Evolutionary art", in Creative Evolutionary Systems (Bentley, P.L., & Corne, D.W., Eds.), pp. 337-365. San Francisco, CA: Morgan Kaufmann, 2000.
[22] D. Grundler and T. Rolich, "Evolutionary algorithms aided textile design", International Journal of Clothing Science and Technology, vol. 15, no. 3-4, pp. 295-304, 2003.
[23] K. Wloch and P. J. Bentley, "Optimising the performace of a formula one car using a genetic algorithm", Genetic and Evolutionary Computation Conference (GECCO 2004). Seattle, Washington, June 26- 30, 2004.
[24] K. Bentley, E. J. Cox and P. Bentley, "Nature-s batik: a computer evolution model of diatom valve morphogenesis", Journal of Nanoscience and Nanotechnology, vol. 5, no. 1, pp. 1-10, 2005.
[25] K. Koile, "Formalizing abstract characteristics of style", Artificial Intelligence for Engineering Design, Analysis and Manufacturing, vol. 20, no. 3, pp. 267-285, 2006.
[26] E. Poirson, P. Dépincé, and J. -F. Petiot, "User-centered design by genetic algorithms: application to brass musical instrument optimization", Engineering Applications of Artificial Intelligence, vol. 20, no. 4, pp. 511-518, 2006.
[27] S. Wannarumon and E. L. J. Bohez, "A new aesthetic evolutionary approach for jewelry design", Computer-Aided Design & Applications, vol. 3, no. 1-4, pp. 385-394, 2006.
[28] S. Wannarumon and E. L. J. Bohez, "Jewelry Art Generator: automatic computer-aided design", in Proc. of the 7th Asia Pacific Industrial Engineering and Management Systems Conference (APIEMS-06), Bangkok, Thailand, pp.2361-2368, 2006.
[29] B. Bruegge and A. H. Dutoit, Object-Oriented Software Engineering, New Jersey: Prentice-Hall, 2000.
[30] R. France, A. Evans and K. Lano, "The UML as a formal modeling notation", in Proc. OOPSLA'97 Workshop on Object-oriented Behavioral Semantics, H. Kilov, B. Rumpe and I. Simmonds (eds.), pp. 75-81, 1997.