Leveraging Vision-Language Models for Manufacturing Feature Recognition in CAD Designs

MT Khan, L Chen, YH Ng, W Feng, NYJ Tan… - arXiv preprint arXiv …, 2024 - arxiv.org
Automatic feature recognition (AFR) is essential for transforming design knowledge into
actionable manufacturing information. Traditional AFR methods, which rely on predefined …

Automatic machining feature recognition from STEP files

VN Malleswari, PG Pragvamsa - International Journal of Computer …, 2023 - Taylor & Francis
Automatic machining feature recognition (AMFR) is a critical component of CAD/CAPP/CAM
integration. Multiple intersecting feature intersection causes a major problem in the research …

Computer-aided design of traditional jigs and fixtures

AD Ibrahim, HMA Hussein, I Ahmed, EA Nasr… - Applied Sciences, 2021 - mdpi.com
Conventional design of jigs and fixtures has become unsuitable given the requirements of
modern technology and complexity and diversity in the production with the rapid update of …

Automatic feature recognition from STEP file for smart manufacturing

VN Malleswari, PL Raj, A Ravindra - Progress in Additive Manufacturing, 2024 - Springer
Industrial organizations are increasingly adopting computer-aided manufacturing (CAM) and
computer-aided design (CAD) tools to streamline manufacturing and product design …

Feature Recognition and Style Transfer of Painting Image Using Lightweight Deep Learning

Y Tan - Computational Intelligence and Neuroscience, 2022 - Wiley Online Library
This work aims to improve the feature recognition efficiency of painting images, optimize the
style transfer effect of painting images, and save the cost of computer work. First, the …

Automatic code generation for modular discrete manufacturing systems based on ISA 88 and module type package

H Wu, Y Zhang, W Dai - 2022 IEEE International Conference on …, 2022 - ieeexplore.ieee.org
Model-driven automatic code generation has received wide attention from both academia
and industry. The success of the code generation highly relies on the accuracy of models …

Automatic evaluation of the misplacement risk during manual assembly based on a CAD design

A De Cock, N Khanyile, B Decraemer - Proceedings of the Design …, 2024 - cambridge.org
In HMLV manufacturing, assembly mistakes by operators are common due to the ever
increasing product variability and complexity. If mistakes can be detected early-on in the …