Real-Time Optical Detection of Artificial Coating Defects in PBF-LB/P Using a Low-Cost Camera Solution and Convolutional Neural Networks

Real-Time Optical Detection of Artificial Coating Defects in PBF-LB/P Using a Low-Cost Camera Solution and Convolutional Neural Networks

Additive manufacturing plays a decisive role in the field of industrial manufacturing in a wide range of application areas today. However, process monitoring, and especially the real-time detection of defects, is still an area where there is a lot of potential for improvement. High defect rates shou...

Full description

Bibliographic Details
Main Authors: Victor Klamert, Timmo Achsel, Efecan Toker, Mugdim Bublin, Andreas Otto
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Applied Sciences
Subjects:
additive manufacturing
powder bed fusion of polymers
coating defects
computer vision
convolutional neural network
process control
Online Access:https://www.mdpi.com/2076-3417/13/20/11273

Similar Items

Similar Items