Analysis of weld pool region constituents in GMAW for dynamic reconstruction through characteristic enhancement and LSTM U-Net networks

Author:

Li Tianpu,Cao Yue,Zhang YuMing

Funder

Tracy Farmer Institute for Sustainability and the Environment, University of Kentucky

National Science Foundation

Publisher

Elsevier BV

Reference41 articles.

1. Dynamic neuro-fuzzy-based human intelligence modeling and control in GTAW;Liu;IEEE Trans Autom Sci Eng,2015

2. Computation of 3D weld pool surface from the slope field and point tracking of laser beams;Saeed;Meas Sci Technol,2004

3. Applications of molten pool visual sensing and machine learning in welding quality monitoring;Sun,2021

4. Coaxial arc weld pool viewing for process monitoring and control;Richardson;Weld J,1983

5. Investigation on the arc light spectrum in GTA welding;Węglowski;J Achiev Mater Manuf Eng,2007

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