Automated post-processing of 3D-printed parts: artificial powdering for deep classification and localisation

• Main Authors: Lim, Joyce Xin-Yan, Pham, Quang-Cuong
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Mechanical engineering; Sim-to-Real Deep Learning; Artificial Powder Generation
• Online Access: https://hdl.handle.net/10356/171710
• Institution: Nanyang Technological University

With the rapid rise in popularity in additive manufacturing, 3D printing technologies are increasingly competitive. However, current post-processing solutions are unable to cope with the varieties of printed parts, where post-production tasks differs for each part based on the desired outcome. There...