Re-perceive 3D printing with Artificial Intelligence

Re-perceive 3D printing with Artificial Intelligence

Chen, Dechen; Luo, Dan; Xu, Weiguo; Luo, Chen; Yan, Xia; Shen, Liren; Wang, Tianjun

Article:

How can machine learning be combined with intelligent construction, materialtesting and other related topics to develop a new method of fabrication? Thispaper presents a set of experiments on the dynamic control of the heat deflectionof thermoplastics in searching for a new 3D printing method with the dynamicbehaviour of PLA and with a comprehensive workflow utilizing mechanicautomation, computer vision, and artificial intelligence. Additionally, this paperwill discuss in-depth the performance of different types of neural networks used inthe research and conclude with solid data on the potential connection between thestructure of neural networks and the dynamic, complex material performance weare attempting to capture.

How can machine learning be combined with intelligent construction, materialtesting and other related topics to develop a new method of fabrication? Thispaper presents a set of experiments on the dynamic control of the heat deflectionof thermoplastics in searching for a new 3D printing method with the dynamicbehaviour of PLA and with a comprehensive workflow utilizing mechanicautomation, computer vision, and artificial intelligence. Additionally, this paperwill discuss in-depth the performance of different types of neural networks used inthe research and conclude with solid data on the potential connection between thestructure of neural networks and the dynamic, complex material performance weare attempting to capture.

Palavras-chave:

DOI: 10.5151/proceedings-ecaadesigradi2019_034

Referências bibliográficas

• [1]

Como citar:

Chen, Dechen; Luo, Dan; Xu, Weiguo; Luo, Chen; Yan, Xia; Shen, Liren; Wang, Tianjun; "Re-perceive 3D printing with Artificial Intelligence", p-443-450. In: Proceedings of 37 eCAADe and XXIII SIGraDi Joint Conference, “Architecture in the Age of the 4Th Industrial Revolution”, Porto 2019, Sousa, José Pedro; Henriques, Gonçalo Castro; Xavier, João Pedro (eds.). São Paulo: Blucher, 2019.
ISSN 23186968, DOI 10.5151/proceedings-ecaadesigradi2019_034