Skip to main content
Top

2020 | OriginalPaper | Chapter

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

Authors : Somlak Wannarumon Kielarova, Prapasson Pradujphongphet

Published in: Cooperative Design, Visualization, and Engineering

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

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%.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Narayan, K.L., Rao, K.M., Sarcar, M.M.M.: Computer Aided Design and Manufacturing, 1st edn. Prentice Hall of India, New Delhi (2008) Narayan, K.L., Rao, K.M., Sarcar, M.M.M.: Computer Aided Design and Manufacturing, 1st edn. Prentice Hall of India, New Delhi (2008)
2.
go back to reference Shen, W., Hao, Q., Li, W.: Computer supported collaborative design: retrospective and perspective. Comput. Ind. 59, 855–862 (2008) Shen, W., Hao, Q., Li, W.: Computer supported collaborative design: retrospective and perspective. Comput. Ind. 59, 855–862 (2008)
3.
go back to reference 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) 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)
4.
go back to reference Sims, K.: Artificial evolution for computer graphics. Comput. Graph. 25, 319–328 (1991) Sims, K.: Artificial evolution for computer graphics. Comput. Graph. 25, 319–328 (1991)
5.
go back to reference Bentley, P.: Evolutionary Design by Computers. Morgan Kaufmann, San Francisco (1999)MATH Bentley, P.: Evolutionary Design by Computers. Morgan Kaufmann, San Francisco (1999)MATH
6.
go back to reference 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) 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)
13.
go back to reference 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) 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)
14.
go back to reference Byrne, J., Cardiff, P., Brabazon, A., O’Neill, M.: Evolving parametric aircraft models for design exploration and optimisation. Neurocomputing 142, 39–47 (2014) Byrne, J., Cardiff, P., Brabazon, A., O’Neill, M.: Evolving parametric aircraft models for design exploration and optimisation. Neurocomputing 142, 39–47 (2014)
15.
go back to reference Gong, D., Yuan, J., Sun, X.: Interactive genetic algorithms with individual’s fuzzy fitness. Comput. Hum. Behav. 27, 1482–1492 (2011) Gong, D., Yuan, J., Sun, X.: Interactive genetic algorithms with individual’s fuzzy fitness. Comput. Hum. Behav. 27, 1482–1492 (2011)
16.
go back to reference 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) 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)
17.
go back to reference 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) 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)
18.
go back to reference 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) 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)
19.
go back to reference 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) 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)
20.
go back to reference 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) 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)
21.
go back to reference 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) 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)
22.
go back to reference Agkathidis, A.: Generative Design: Form-finding Techniques in Architecture. Laurence King Publishing, London (2016) Agkathidis, A.: Generative Design: Form-finding Techniques in Architecture. Laurence King Publishing, London (2016)
23.
go back to reference Takagi, H.: Interactive evolutionary computation: fusion of the capabilities of EC optimization and human evaluation. Proc. IEEE 89, 1275–1296 (2001) Takagi, H.: Interactive evolutionary computation: fusion of the capabilities of EC optimization and human evaluation. Proc. IEEE 89, 1275–1296 (2001)
24.
go back to reference 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) 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)
25.
go back to reference 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) 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)
26.
go back to reference 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_7CrossRef 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_​7CrossRef
27.
go back to reference 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) 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)
28.
go back to reference Evolutionary principles applied to problem solving using galapagos (2017) Evolutionary principles applied to problem solving using galapagos (2017)
29.
go back to reference 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) 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)
30.
go back to reference 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) 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)
31.
go back to reference McNeel, R.: Rhinoceros 3D Modelling Software (2020) McNeel, R.: Rhinoceros 3D Modelling Software (2020)
32.
go back to reference Davidson, S.: Grasshopper-algorithmic modeling for rhino (2020) Davidson, S.: Grasshopper-algorithmic modeling for rhino (2020)
33.
go back to reference Rutten D: Galapagos evolutionary solver (2020) Rutten D: Galapagos evolutionary solver (2020)
Metadata
Title
Collaborative Product Design for Product Customization: An Industrial Case of Fashion Product
Authors
Somlak Wannarumon Kielarova
Prapasson Pradujphongphet
Copyright Year
2020
DOI
https://doi.org/10.1007/978-3-030-60816-3_5