A4 Article in conference proceedings
Hybrid Additive Manufacturing : A Convergence of Physical, Digital, and Social Realms Driven by Generative AI (2024)


Terziyan, V., & Kaikova, O. (2024). Hybrid Additive Manufacturing : A Convergence of Physical, Digital, and Social Realms Driven by Generative AI. In H. Fujita, R. Cimler, A. Hernandez-Matamoros, & M. Ali (Eds.), Advances and Trends in Artificial Intelligence. Theory and Applications : 37th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2024, Hradec Kralove, Czech Republic, July 10–12, 2024, Proceedings (pp. 427-441). Springer. Lecture Notes in Computer Science, 14748. https://doi.org/10.1007/978-981-97-4677-4_35


JYU authors or editors


Publication details

All authors or editors: Terziyan, Vagan; Kaikova, Olena

Parent publication: Advances and Trends in Artificial Intelligence. Theory and Applications : 37th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2024, Hradec Kralove, Czech Republic, July 10–12, 2024, Proceedings

Parent publication editors: Fujita, Hamido; Cimler, Richard; Hernandez-Matamoros, Andres; Ali, Moonis

Place and date of conference: Hradec Kralove, Czech Republic, 10.-12.7.2024

ISBN: 978-981-97-4676-7

eISBN: 978-981-97-4677-4

Journal or series: Lecture Notes in Computer Science

ISSN: 0302-9743

eISSN: 1611-3349

Publication year: 2024

Publication date: 10/07/2024

Number in series: 14748

Pages range: 427-441

Number of pages in the book: 518

Publisher: Springer

Publication country: Singapore

Publication language: English

DOI: https://doi.org/10.1007/978-981-97-4677-4_35

Publication open access: Not open

Publication channel open access: 

Publication is parallel published (JYX): https://jyx.jyu.fi/handle/123456789/96855


Abstract

The traditional way of additive manufacturing (AM), often called 3D printing, could be revolutionized beyond creating physical structures by including a comprehensive integration of physical, digital, and social “printing” dimensions. We present the concept of “Hybrid Additive Manufacturing” (HAM), a visionary approach that extends traditional AM to create “intelligent entities” of emergent in Industry 5.0 cyber-physical-social systems. HAM combines physical mastery, digital intelligence, and meaningful social interactions within entities, opening up the possibility of “printing” such complex and hybrid entities as smart sensors, autonomous robots, human digital twins, etc. HAM aims to utilize a variety of generative artificial intelligence (GAI) tools for realistic generation and training the digital side of a hybrid product aiming its adaptive, responsible, and social behavior in addition to physical properties. HAM may extend current AM capabilities and envisions a future where entities can seamlessly navigate the intricate interplay of physical, digital, and social realms. Our study shows that, despite their different approaches, both traditional 3D printing and GAI are based on the same fundamental AM concept, which is to create objects by adding rather than removing “material”. This makes both technologies valuable tools for rapid prototyping, design exploration, and creation of customized and personalized products.
See presentation slides: https://ai.it.jyu.fi/IEAAIE-2024-HAM.pptx


Keywords: artificial intelligence; manufacturing engineering; 3D printing; intelligent systems


Contributing organizations


Ministry reporting: Yes

Preliminary JUFO rating: 1


Last updated on 2024-29-08 at 14:01