Improved Image-Based Welding Status Recognition with Dimensionality Reduction and Shallow Learning

Author:

Ferreira G.R.B.,Ayala H.V.H.ORCID

Publisher

Springer Science and Business Media LLC

Subject

Mechanical Engineering,Mechanics of Materials,Aerospace Engineering

Reference58 articles.

1. Nicholas MG (1998) Joining Processes - Introduction to brazing and diffusion bonding. Kluever Academic Publishers, Dordrecht, The Netherlands

2. Jenney CL, O’Brien A (2001) Welding Handbook. American Welding Society, Miami, FL

3. Liu YK, Zhang YM (2017) Supervised learning of human welder behaviors for intelligent robotic welding. IEEE Trans Autom Sci Eng 14:1532–1541

4. Chen SB, Zhang Y, Qiu T, Lin T (2003) Robotic welding systems with vision-sensing and self-learning neuron control of arc welding dynamic process. Journal of Intelligent and Robotic Systems: Theory and Applications 36:191–208

5. Zhang Z, Wen G, Chen S (2018) Audible sound-based intelligent evaluation for aluminum alloy in robotic pulsed GTAW: Mechanism, feature selection, and defect detection. IEEE Trans Parallel Distrib Syst 14:2973–2983

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