Real-time arc-welding defect detection and classification with principal component analysis and artificial neural networks
Author:
Publisher
Elsevier BV
Subject
Mechanical Engineering,Condensed Matter Physics,General Materials Science
Reference17 articles.
1. Analysis of the TIG welding arc behaviour;Wu;Comput Mater Sci,1997
2. Modern welding technology;Cary,1989
3. A comparison between the back-propagation and counter-propagation networks in the modeling of the TIG welding process;Yuang;J Mater Process Technol,1998
4. Optimal design of neural networks for control in robotic arc welding;Ill-Soo;Robotics Computer-Integrated Manuf,2004
5. Neural-network-based self-organized fuzzy logic control for arc welding;Di;Eng Appl Artif Intell,2001
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