Research Article
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Year 2023, , 29 - 37, 29.04.2023
https://doi.org/10.46519/ij3dptdi.1220263

Abstract

References

  • 1. Schwab, K., “The fourth industrial revolution”, Crown Business, New York, 2017.
  • 2. Do, E.Y.-L., Gross, M.D., “Drawing as a means to design reasoning”, AI in Design, June,1996.
  • 3. Ekströmer, P., Wever, R., ““Ah, I see what you didn’t mean” exploring Computer Aided Design tools for design ideation”, The Design Journal, Vol. 22, Issue 1, Pages 1883-1897, 2019.
  • 4. Şeker, T.B., “Bilgi teknolojilerindeki gelişmeler çerçevesinde bilgiye erişimin yeniboyutlari”, Selçuk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, Vol. 13, Issue 1, Pages 377-391, 2005.
  • 5. Woodbury, R., “Elements of parametric design”, Routledge, New York, 2010.
  • 6. Brown, T., “Design thinking”, Harvard Business Review, Vol.86, Issue 6, Pages 84, 2008.
  • 7. Lawson, B., “How designers think”, Architectural Press, Oxford, 2005.
  • 8. Gregory, S.A., “The design method”, Springer, Birmingham, 1966.
  • 9. Brown, T., “Change by design”, Harper Business, New York, 2009.
  • 10. Gomes, S., Antoine, V., Sagot, J.-C., “Functional design and optimisation of parametric CAD models in a knowledge-based PLM environment”, International Journal of Product Development, Vol. 9, Issue 1-3, 2009.
  • 11. Lobos, A., “Finding balance in generative product design”, Norddesign 2018, Sweden, 2018.
  • 12. Proctor, R., “Architecture from the cell-soul: René Binet and Ernst Haeckel”, The Journal of Architecture, Vol. 11, Issue 4, Pages 407-424, 2006.
  • 13. Khan, S., Awan, M.J., “A generative design technique for exploring shape variations”, Advanced Engineering Informatics, Vol. 38, Issue 1, Pages 712-724, 2018.
  • 14. Agkathidis, A., “Generative design: form-finding techniques in architecture”, Laurence King Publishing, London, 2016.
  • 15. Walmsley, K., “Getting started with generative design for AEC”, https://www.autodesk.com/autodesk-university/class/Getting-Started-Generative-Design-AEC-2018, March 22, 2021.
  • 16. Huang, Y., “Generative forms of historical architectural arts–the example of caisson in historical temple”, International Journal of Culture and History, Vol. 3, Issue 3, 2017.
  • 17. Schumacher, P., “Parametricism: a new global style for architecture and urban design”, Journal of Architectural Design, Vol. 79, Issue, 4 Pages 14-23, 2009.
  • 18. Janssen, P., R. Stouffs, “Types of parametric modelling”, 20th International Conference of the Association for Computer-Aided Architectural Design Research in Asia, Pages 157-166, 2015.
  • 19. Fryer, T., “The end of the engineer?”, Engineering & Technology, Vol. 12, Issue 9, Pages 26-29, 2017.
  • 20. Gunpinar, E., Coskun, U.C., Ozsipahi, M., Gunpinar, S., “A generative design and drag coefficient prediction system for sedan car side silhouettes based on computational fluid dynamics”, Computer-Aided Design, Vol. 111, Pages 65-79, 2019.
  • 21. Renner, G., Ekárt, A., “Genetic algorithms in computer aided design”, Computer-Aided Design, Vol. 35, Issue 8, Pages 709-726, 2003.
  • 22. Chen, X.A., Tao, Y., Wang, G., Kang, R., Grossman, T., Coros, S., Hudson, S.E., “Forte: User-driven generative design”, 2018 Conference on Human Factors in Computing Systems, Paper 496, Pages 1-12, 2018.
  • 23. Curralo, A., “Generative Design and Information Visualization”, 7th International Conference on Digital Arts, Pages 99-104, 2015.
  • 24. Kiany, K., “Parametric Roof”, https://parametrichouse.com/serpentine-sackler-gallery/, November 5, 2022.
  • 25. Association of Equipment Manufacturers, “Generative design: solving design challenges with artificial intelligence”, https://www.aem.org/news/generative-design-solving-design-challenges-with-artificial-intelligence, August 21, 2019.
  • 26. Togay, A., Çetinkaya, K., “Üretken tasarım ve üretken tasarım etkisinde tasarımcı”, 4th International Congress on 3d Printing (Additive Manufacturing) Technologies and Digital Industry. 2019. Antalya, TURKEY.
  • 27. McDonagh, D., Hekkert, P., Erp, J.V., Gyi, D., “Design and emotion”, Taylor & Francis, London, 2004.
  • 28. Buonamici, F., Carfagni, M., Furferi, R., Governi, L., “Generative design: an explorative study”, Computer-Aided Design and Applications, Vol. 8, Issue 1, Pages 144-155, 2020.
  • 29. Gu, N., Singh, V., Merrick, K., “A framework to integrate generative design techniques for enhancing design automation”, 15th International Conference of the Association for Computer-Aided Architectural Design Research in Asia, Pages 127-136, 2010.
  • 30. Cross, N., “Engineering design methods: strategies for product design”, John Wiley & Sons, West Sussex, 2001.

FROM DESIGN CONCEPT TO PRODUCTION: USING GENERATIVE DESIGN OUTPUT AS DESIGN INSPIRATION

Year 2023, , 29 - 37, 29.04.2023
https://doi.org/10.46519/ij3dptdi.1220263

Abstract

With the rapid development of information technologies, the ability of Generative Design, which is included in production processes, to produce producible products by working integrated with simulation has started to rethink the future roles of industrial designers. Therefore, this study examines how Generative Design can progress with conventional production processes and how this progress can help designers in the future. The potential of the generatively obtained form-seeking processes, which are discussed in the scope of the study, to produce optimal results is emphasized. For this purpose, a generative design triggered design process was conducted with a firm in the real sector, the outputs were optimized in terms of manufacturability, and the effects of generative design-based inputs on the final product were discussed. Based on the results of the study, suggestions have been developed on how Generative Design can be transformed into producible results that can be a source of innovation.

References

  • 1. Schwab, K., “The fourth industrial revolution”, Crown Business, New York, 2017.
  • 2. Do, E.Y.-L., Gross, M.D., “Drawing as a means to design reasoning”, AI in Design, June,1996.
  • 3. Ekströmer, P., Wever, R., ““Ah, I see what you didn’t mean” exploring Computer Aided Design tools for design ideation”, The Design Journal, Vol. 22, Issue 1, Pages 1883-1897, 2019.
  • 4. Şeker, T.B., “Bilgi teknolojilerindeki gelişmeler çerçevesinde bilgiye erişimin yeniboyutlari”, Selçuk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, Vol. 13, Issue 1, Pages 377-391, 2005.
  • 5. Woodbury, R., “Elements of parametric design”, Routledge, New York, 2010.
  • 6. Brown, T., “Design thinking”, Harvard Business Review, Vol.86, Issue 6, Pages 84, 2008.
  • 7. Lawson, B., “How designers think”, Architectural Press, Oxford, 2005.
  • 8. Gregory, S.A., “The design method”, Springer, Birmingham, 1966.
  • 9. Brown, T., “Change by design”, Harper Business, New York, 2009.
  • 10. Gomes, S., Antoine, V., Sagot, J.-C., “Functional design and optimisation of parametric CAD models in a knowledge-based PLM environment”, International Journal of Product Development, Vol. 9, Issue 1-3, 2009.
  • 11. Lobos, A., “Finding balance in generative product design”, Norddesign 2018, Sweden, 2018.
  • 12. Proctor, R., “Architecture from the cell-soul: René Binet and Ernst Haeckel”, The Journal of Architecture, Vol. 11, Issue 4, Pages 407-424, 2006.
  • 13. Khan, S., Awan, M.J., “A generative design technique for exploring shape variations”, Advanced Engineering Informatics, Vol. 38, Issue 1, Pages 712-724, 2018.
  • 14. Agkathidis, A., “Generative design: form-finding techniques in architecture”, Laurence King Publishing, London, 2016.
  • 15. Walmsley, K., “Getting started with generative design for AEC”, https://www.autodesk.com/autodesk-university/class/Getting-Started-Generative-Design-AEC-2018, March 22, 2021.
  • 16. Huang, Y., “Generative forms of historical architectural arts–the example of caisson in historical temple”, International Journal of Culture and History, Vol. 3, Issue 3, 2017.
  • 17. Schumacher, P., “Parametricism: a new global style for architecture and urban design”, Journal of Architectural Design, Vol. 79, Issue, 4 Pages 14-23, 2009.
  • 18. Janssen, P., R. Stouffs, “Types of parametric modelling”, 20th International Conference of the Association for Computer-Aided Architectural Design Research in Asia, Pages 157-166, 2015.
  • 19. Fryer, T., “The end of the engineer?”, Engineering & Technology, Vol. 12, Issue 9, Pages 26-29, 2017.
  • 20. Gunpinar, E., Coskun, U.C., Ozsipahi, M., Gunpinar, S., “A generative design and drag coefficient prediction system for sedan car side silhouettes based on computational fluid dynamics”, Computer-Aided Design, Vol. 111, Pages 65-79, 2019.
  • 21. Renner, G., Ekárt, A., “Genetic algorithms in computer aided design”, Computer-Aided Design, Vol. 35, Issue 8, Pages 709-726, 2003.
  • 22. Chen, X.A., Tao, Y., Wang, G., Kang, R., Grossman, T., Coros, S., Hudson, S.E., “Forte: User-driven generative design”, 2018 Conference on Human Factors in Computing Systems, Paper 496, Pages 1-12, 2018.
  • 23. Curralo, A., “Generative Design and Information Visualization”, 7th International Conference on Digital Arts, Pages 99-104, 2015.
  • 24. Kiany, K., “Parametric Roof”, https://parametrichouse.com/serpentine-sackler-gallery/, November 5, 2022.
  • 25. Association of Equipment Manufacturers, “Generative design: solving design challenges with artificial intelligence”, https://www.aem.org/news/generative-design-solving-design-challenges-with-artificial-intelligence, August 21, 2019.
  • 26. Togay, A., Çetinkaya, K., “Üretken tasarım ve üretken tasarım etkisinde tasarımcı”, 4th International Congress on 3d Printing (Additive Manufacturing) Technologies and Digital Industry. 2019. Antalya, TURKEY.
  • 27. McDonagh, D., Hekkert, P., Erp, J.V., Gyi, D., “Design and emotion”, Taylor & Francis, London, 2004.
  • 28. Buonamici, F., Carfagni, M., Furferi, R., Governi, L., “Generative design: an explorative study”, Computer-Aided Design and Applications, Vol. 8, Issue 1, Pages 144-155, 2020.
  • 29. Gu, N., Singh, V., Merrick, K., “A framework to integrate generative design techniques for enhancing design automation”, 15th International Conference of the Association for Computer-Aided Architectural Design Research in Asia, Pages 127-136, 2010.
  • 30. Cross, N., “Engineering design methods: strategies for product design”, John Wiley & Sons, West Sussex, 2001.
Year 2023, , 29 - 37, 29.04.2023
https://doi.org/10.46519/ij3dptdi.1220263

Abstract

References

  • 1. Schwab, K., “The fourth industrial revolution”, Crown Business, New York, 2017.
  • 2. Do, E.Y.-L., Gross, M.D., “Drawing as a means to design reasoning”, AI in Design, June,1996.
  • 3. Ekströmer, P., Wever, R., ““Ah, I see what you didn’t mean” exploring Computer Aided Design tools for design ideation”, The Design Journal, Vol. 22, Issue 1, Pages 1883-1897, 2019.
  • 4. Şeker, T.B., “Bilgi teknolojilerindeki gelişmeler çerçevesinde bilgiye erişimin yeniboyutlari”, Selçuk Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, Vol. 13, Issue 1, Pages 377-391, 2005.
  • 5. Woodbury, R., “Elements of parametric design”, Routledge, New York, 2010.
  • 6. Brown, T., “Design thinking”, Harvard Business Review, Vol.86, Issue 6, Pages 84, 2008.
  • 7. Lawson, B., “How designers think”, Architectural Press, Oxford, 2005.
  • 8. Gregory, S.A., “The design method”, Springer, Birmingham, 1966.
  • 9. Brown, T., “Change by design”, Harper Business, New York, 2009.
  • 10. Gomes, S., Antoine, V., Sagot, J.-C., “Functional design and optimisation of parametric CAD models in a knowledge-based PLM environment”, International Journal of Product Development, Vol. 9, Issue 1-3, 2009.
  • 11. Lobos, A., “Finding balance in generative product design”, Norddesign 2018, Sweden, 2018.
  • 12. Proctor, R., “Architecture from the cell-soul: René Binet and Ernst Haeckel”, The Journal of Architecture, Vol. 11, Issue 4, Pages 407-424, 2006.
  • 13. Khan, S., Awan, M.J., “A generative design technique for exploring shape variations”, Advanced Engineering Informatics, Vol. 38, Issue 1, Pages 712-724, 2018.
  • 14. Agkathidis, A., “Generative design: form-finding techniques in architecture”, Laurence King Publishing, London, 2016.
  • 15. Walmsley, K., “Getting started with generative design for AEC”, https://www.autodesk.com/autodesk-university/class/Getting-Started-Generative-Design-AEC-2018, March 22, 2021.
  • 16. Huang, Y., “Generative forms of historical architectural arts–the example of caisson in historical temple”, International Journal of Culture and History, Vol. 3, Issue 3, 2017.
  • 17. Schumacher, P., “Parametricism: a new global style for architecture and urban design”, Journal of Architectural Design, Vol. 79, Issue, 4 Pages 14-23, 2009.
  • 18. Janssen, P., R. Stouffs, “Types of parametric modelling”, 20th International Conference of the Association for Computer-Aided Architectural Design Research in Asia, Pages 157-166, 2015.
  • 19. Fryer, T., “The end of the engineer?”, Engineering & Technology, Vol. 12, Issue 9, Pages 26-29, 2017.
  • 20. Gunpinar, E., Coskun, U.C., Ozsipahi, M., Gunpinar, S., “A generative design and drag coefficient prediction system for sedan car side silhouettes based on computational fluid dynamics”, Computer-Aided Design, Vol. 111, Pages 65-79, 2019.
  • 21. Renner, G., Ekárt, A., “Genetic algorithms in computer aided design”, Computer-Aided Design, Vol. 35, Issue 8, Pages 709-726, 2003.
  • 22. Chen, X.A., Tao, Y., Wang, G., Kang, R., Grossman, T., Coros, S., Hudson, S.E., “Forte: User-driven generative design”, 2018 Conference on Human Factors in Computing Systems, Paper 496, Pages 1-12, 2018.
  • 23. Curralo, A., “Generative Design and Information Visualization”, 7th International Conference on Digital Arts, Pages 99-104, 2015.
  • 24. Kiany, K., “Parametric Roof”, https://parametrichouse.com/serpentine-sackler-gallery/, November 5, 2022.
  • 25. Association of Equipment Manufacturers, “Generative design: solving design challenges with artificial intelligence”, https://www.aem.org/news/generative-design-solving-design-challenges-with-artificial-intelligence, August 21, 2019.
  • 26. Togay, A., Çetinkaya, K., “Üretken tasarım ve üretken tasarım etkisinde tasarımcı”, 4th International Congress on 3d Printing (Additive Manufacturing) Technologies and Digital Industry. 2019. Antalya, TURKEY.
  • 27. McDonagh, D., Hekkert, P., Erp, J.V., Gyi, D., “Design and emotion”, Taylor & Francis, London, 2004.
  • 28. Buonamici, F., Carfagni, M., Furferi, R., Governi, L., “Generative design: an explorative study”, Computer-Aided Design and Applications, Vol. 8, Issue 1, Pages 144-155, 2020.
  • 29. Gu, N., Singh, V., Merrick, K., “A framework to integrate generative design techniques for enhancing design automation”, 15th International Conference of the Association for Computer-Aided Architectural Design Research in Asia, Pages 127-136, 2010.
  • 30. Cross, N., “Engineering design methods: strategies for product design”, John Wiley & Sons, West Sussex, 2001.
There are 30 citations in total.

Details

Primary Language English
Subjects Software Engineering (Other), Mechanical Engineering
Journal Section Research Article
Authors

Utku Kocaman 0000-0002-6213-4835

Abdullah Toğay 0000-0002-8703-4881

Early Pub Date April 28, 2023
Publication Date April 29, 2023
Submission Date December 16, 2022
Published in Issue Year 2023

Cite

APA Kocaman, U., & Toğay, A. (2023). FROM DESIGN CONCEPT TO PRODUCTION: USING GENERATIVE DESIGN OUTPUT AS DESIGN INSPIRATION. International Journal of 3D Printing Technologies and Digital Industry, 7(1), 29-37. https://doi.org/10.46519/ij3dptdi.1220263
AMA Kocaman U, Toğay A. FROM DESIGN CONCEPT TO PRODUCTION: USING GENERATIVE DESIGN OUTPUT AS DESIGN INSPIRATION. IJ3DPTDI. April 2023;7(1):29-37. doi:10.46519/ij3dptdi.1220263
Chicago Kocaman, Utku, and Abdullah Toğay. “FROM DESIGN CONCEPT TO PRODUCTION: USING GENERATIVE DESIGN OUTPUT AS DESIGN INSPIRATION”. International Journal of 3D Printing Technologies and Digital Industry 7, no. 1 (April 2023): 29-37. https://doi.org/10.46519/ij3dptdi.1220263.
EndNote Kocaman U, Toğay A (April 1, 2023) FROM DESIGN CONCEPT TO PRODUCTION: USING GENERATIVE DESIGN OUTPUT AS DESIGN INSPIRATION. International Journal of 3D Printing Technologies and Digital Industry 7 1 29–37.
IEEE U. Kocaman and A. Toğay, “FROM DESIGN CONCEPT TO PRODUCTION: USING GENERATIVE DESIGN OUTPUT AS DESIGN INSPIRATION”, IJ3DPTDI, vol. 7, no. 1, pp. 29–37, 2023, doi: 10.46519/ij3dptdi.1220263.
ISNAD Kocaman, Utku - Toğay, Abdullah. “FROM DESIGN CONCEPT TO PRODUCTION: USING GENERATIVE DESIGN OUTPUT AS DESIGN INSPIRATION”. International Journal of 3D Printing Technologies and Digital Industry 7/1 (April 2023), 29-37. https://doi.org/10.46519/ij3dptdi.1220263.
JAMA Kocaman U, Toğay A. FROM DESIGN CONCEPT TO PRODUCTION: USING GENERATIVE DESIGN OUTPUT AS DESIGN INSPIRATION. IJ3DPTDI. 2023;7:29–37.
MLA Kocaman, Utku and Abdullah Toğay. “FROM DESIGN CONCEPT TO PRODUCTION: USING GENERATIVE DESIGN OUTPUT AS DESIGN INSPIRATION”. International Journal of 3D Printing Technologies and Digital Industry, vol. 7, no. 1, 2023, pp. 29-37, doi:10.46519/ij3dptdi.1220263.
Vancouver Kocaman U, Toğay A. FROM DESIGN CONCEPT TO PRODUCTION: USING GENERATIVE DESIGN OUTPUT AS DESIGN INSPIRATION. IJ3DPTDI. 2023;7(1):29-37.

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