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Collaborative Product Design for Product Customization: An Industrial Case of Fashion Product

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Cooperative Design, Visualization, and Engineering (CDVE 2020)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 12341))

Abstract

This paper proposes a new platform of collaborative product design for product customization. The proposed platform of the collaborative product design process is scoped in internal enterprise level, which includes customers, designers, engineers, and technologists into a single platform. The platform can generate a design solution to the design objective. The collaborative design platform was developed in term of an interactive design on a Computer-Aided Design (CAD) software. In the platform, customer can input the design requirements, designer can monitor the shape generation and improve the resulting design, engineer can define the manufacturing conditions, and technologist can perform the optimization of design and process parameters. At the end of the collaborative design process, the design solution, therefore, is generated in terms of a three-dimensional (3D) model, which is directly integrated to the manufacturing process in line, until obtaining the physical product. This platform has been implemented in a jewelry product enterprise, and the result indicates that it can reduce time in design and manufacturing process approximately 66%.

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References

  1. Narayan, K.L., Rao, K.M., Sarcar, M.M.M.: Computer Aided Design and Manufacturing, 1st edn. Prentice Hall of India, New Delhi (2008)

    Google Scholar 

  2. Shen, W., Hao, Q., Li, W.: Computer supported collaborative design: retrospective and perspective. Comput. Ind. 59, 855–862 (2008)

    Google Scholar 

  3. Zha X.F., Sriram, R.D.: Collaborative product development and customization: a platform-based strategy and implementation. In: 2004 ASME Design Engineering Technical Conference, Salt Lake City, Utah, USA, pp. 1–12 (2004)

    Google Scholar 

  4. Sims, K.: Artificial evolution for computer graphics. Comput. Graph. 25, 319–328 (1991)

    Google Scholar 

  5. Bentley, P.: Evolutionary Design by Computers. Morgan Kaufmann, San Francisco (1999)

    MATH  Google Scholar 

  6. Bentley, P.J., Corne, D.W.: An introduction to creative evolutionary systems. In: Bentley, P.J., Corne, D.W. (ed.) Creative Evolutionary Systems. Morgan Kaufmann, San Francisco, pp. 1–75 (2002)

    Google Scholar 

  7. Whitley, D.: A genetic algorithm tutorial. Stat. Comput. 4, 65–85 (1994). https://doi.org/10.1007/BF00175354

    Article  Google Scholar 

  8. Lourenço, N., Assunção, F., Maçãs, C., Machado, P.: EvoFashion: customising fashion through evolution. In: Correia, J., Ciesielski, V., Liapis, A. (eds.) EvoMUSART 2017. LNCS, vol. 10198, pp. 176–189. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-55750-2_12

    Chapter  Google Scholar 

  9. Muehlbauer, M., Burry, J., Song, A.: Automated shape design by grammatical evolution. In: Correia, J., Ciesielski, V., Liapis, A. (eds.) EvoMUSART 2017. LNCS, vol. 10198, pp. 217–229. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-55750-2_15

    Chapter  Google Scholar 

  10. Tabatabaei Anaraki, N.A.: Fashion design aid system with application of interactive genetic algorithms. In: Correia, J., Ciesielski, V., Liapis, A. (eds.) EvoMUSART 2017. LNCS, vol. 10198, pp. 289–303. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-55750-2_20

    Chapter  Google Scholar 

  11. Cohen, M.W., Cherchiglia, L., Costa, R.: Evolving mondrian-style artworks. In: Correia, J., Ciesielski, V., Liapis, A. (eds.) EvoMUSART 2017. LNCS, vol. 10198, pp. 338–353. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-55750-2_23

    Chapter  Google Scholar 

  12. Rodriguez, L., Diago, L., Hagiwara, I.: Interactive genetic algorithm with fitness modeling for the development of a color simulation system based on customer’s preference. Japan J. Ind. Appl. Math. 28, 27–42 (2011). https://doi.org/10.1007/s13160-011-0032-2

    Article  MATH  Google Scholar 

  13. Dou, R., Zong, C., Li, M.: An interactive genetic algorithm with the interval arithmetic based on hesitation and its application to achieve customer collaborative product configuration design. Appl. Soft Comput. 38, 384–394 (2016)

    Google Scholar 

  14. Byrne, J., Cardiff, P., Brabazon, A., O’Neill, M.: Evolving parametric aircraft models for design exploration and optimisation. Neurocomputing 142, 39–47 (2014)

    Google Scholar 

  15. Gong, D., Yuan, J., Sun, X.: Interactive genetic algorithms with individual’s fuzzy fitness. Comput. Hum. Behav. 27, 1482–1492 (2011)

    Google Scholar 

  16. Mok, P.Y., Xu, J., Wang, X.X., Fan, J.T., Kwok, Y.L., Xin, J.H.: An IGA-based design support system for realistic and practical fashion designs. Comput. Aided Des. 45, 1442–1458 (2013)

    Google Scholar 

  17. Ono, S., Maeda, H., Sakimoto, K., Nakayama, S.: User-system cooperative evolutionary computation for both quantitative and qualitative objective optimization in image processing filter design. Appl. Soft Comput. 15, 203–218 (2014)

    Google Scholar 

  18. Poirson, E., Dépincé, P., Petiot, J.-F.: User-centered design by genetic algorithms: application to brass musical instrument optimization. Eng. Appl. Artif. Intell. 20, 511–518 (2006)

    Google Scholar 

  19. Tang, C.Y., Fung, K.Y., Lee, E.W.M., Ho, G.T.S., Siu, K.W.M., Mou, W.L.: Product form design using customer perception evaluation by a combined superellipse fitting and ANN approach. Adv. Eng. Inform. 27, 386–394 (2013)

    Google Scholar 

  20. Wannarumon, S., Bohez, E.L.J., Annanon, K.: Aesthetic evolutionary algorithm for fractal-based user-centered jewelry design. Artif. Intell. Eng. Des. Anal. Manuf. 22, 19–39 (2008)

    Google Scholar 

  21. Su, Y., Ohsaki, M., Wu, Y., Zhang, J.: A numerical method for form finding and shape optimization of reciprocal structures. Eng. Struct. 198, 109510 (2019)

    Google Scholar 

  22. Agkathidis, A.: Generative Design: Form-finding Techniques in Architecture. Laurence King Publishing, London (2016)

    Google Scholar 

  23. Takagi, H.: Interactive evolutionary computation: fusion of the capabilities of EC optimization and human evaluation. Proc. IEEE 89, 1275–1296 (2001)

    Google Scholar 

  24. Brintrup, A.M., Ramsden, J., Tiwari, A.: An interactive genetic algorithm-based framework for handling qualitative criteria in design optimization. Comput. Ind. 58, 279–291 (2007)

    Google Scholar 

  25. Sheikhi Darani, Z., Kaedi, M.: Improving the interactive genetic algorithm for customer-centric product design by automatically scoring the unfavorable designs. Human-centric Comput. Inf. Sci. 7, 38 (2017)

    Google Scholar 

  26. Kielarova, S.W., Sansri, S.: Shape optimization in product design using interactive genetic algorithm integrated with multi-objective optimization. In: Sombattheera, C., Stolzenburg, F., Lin, F., Nayak, A. (eds.) MIWAI 2016. LNCS (LNAI), vol. 10053, pp. 76–86. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-49397-8_7

    Chapter  Google Scholar 

  27. Brintrup, A.M., Ramsden, J., Takagi, H., Tiwari, A.: Ergonomic chair design by fusing qualitative and quantitative criteria using interactive genetic algorithms. IEEE Trans. Evol. Comput. 12, 343–354 (2008)

    Google Scholar 

  28. Evolutionary principles applied to problem solving using galapagos (2017)

    Google Scholar 

  29. Hu, Z.-H., Ding, Y.-S., Zhang, W.-B., Yan, Q.: An interactive co-evolutionary CAD system for garment pattern design. Comput. Aided Des. 40, 1094–1104 (2008)

    Google Scholar 

  30. Kielarova, S.W., Pradujphongphet, P., Nakmethee, C.: Development of computer-aided design module for automatic gemstone setting on halo ring. KKU Eng. J. 43, 239–243 (2016)

    Google Scholar 

  31. McNeel, R.: Rhinoceros 3D Modelling Software (2020)

    Google Scholar 

  32. Davidson, S.: Grasshopper-algorithmic modeling for rhino (2020)

    Google Scholar 

  33. Rutten D: Galapagos evolutionary solver (2020)

    Google Scholar 

Download references

Acknowledgments

This research has been conducted with the financial support of Faculty of Engineering, Naresuan University with the Project Contract No. R2562E009 and PhD scholarship. The author would like to gratefully thank all participants for their collaboration in this research.

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Authors and Affiliations

  1. ID3 - Industrial Design, Decision and Development Research Unit, Faculty of Engineering, Naresuan University, Phitsanulok, 65000, Thailand

    Somlak Wannarumon Kielarova & Prapasson Pradujphongphet

Authors
  1. Somlak Wannarumon Kielarova
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  2. Prapasson Pradujphongphet
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Corresponding author

Correspondence to Somlak Wannarumon Kielarova .

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Editors and Affiliations

  1. University of the Balearic Islands, Palma, Mallorca, Spain

    Yuhua Luo

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Kielarova, S.W., Pradujphongphet, P. (2020). Collaborative Product Design for Product Customization: An Industrial Case of Fashion Product. In: Luo, Y. (eds) Cooperative Design, Visualization, and Engineering. CDVE 2020. Lecture Notes in Computer Science(), vol 12341. Springer, Cham. https://doi.org/10.1007/978-3-030-60816-3_5

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  • DOI: https://doi.org/10.1007/978-3-030-60816-3_5

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-60815-6

  • Online ISBN: 978-3-030-60816-3

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