NordDesign 2024
The NordDesign 2024 conference, 12-14 August 2024 - Co-hosted by the University of Iceland and Reykjavík University. (Registration is now OPEN)
Knowledge Base Repository
In addition to research papers, the Design Society is developing several valuable resources for those interested in the study of design. These include a repository of PhD theses, a library of case studies and transcripts of design activities, and an archive of our newsletters. Please note that these resources are accessible exclusively to Design Society members.
AI-Based Retrival to Encourage Reuse of CAD-Designs: A Methodological Study and Future Perspectives
Gronvald, Jakob Meinertz; Norgaard, Morten; Heidari, Negar; Bakhtiarnia, Arian; Mortensen, Niels Henrik
Type:
Year:
2024
Editor:
Malmqvist, J.; Candi, M.; Saemundsson, R. J.; Bystrom, F. and Isaksson, O.
Author:
Gronvald, Jakob Meinertz; Norgaard, Morten; Heidari, Negar; Bakhtiarnia, Arian; Mortensen, Niels Henrik
Series:
NordDESIGN
Institution:
Technical University of Denmark; Aarhus University
Page(s):
277-283
DOI number:
ISBN:
978-1-912254-21-7
Abstract:
Product development today faces challenges like customization demands and shorter life cycles. Companies adopt generational approaches to save time and costs but struggle with increased variation and opacity in product portfolios. This paper proposes using AI, specifically UV-Net, to address these issues by converting CAD solids into tensors for classification and retrieval tasks. Experimental results show promise, but challenges remain. Integrating cost considerations and further research can enhance AI-driven design assistance, aiding decision-making in product development.
Keywords:
