Zhifen Zhang

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Research Focus

Key Achievements

Top Papers

1. 1
   Weld image deep learning-based on-line defects detection using convolutional neural networks for Al alloy in robotic arc welding

   318 citations · 2019
2. 2
   Audible Sound-Based Intelligent Evaluation for Aluminum Alloy in Robotic Pulsed GTAW: Mechanism, Feature Selection, and Defect Detection

   100 citations · 2017
3. 3
   Random forest-based real-time defect detection of Al alloy in robotic arc welding using optical spectrum

   94 citations · 2019
4. 4
   Real-time seam defect identification for Al alloys in robotic arc welding using optical spectroscopy and integrating learning

   47 citations · 2020
5. 5
   Study of inner porosity detection for Al-Mg alloy in arc welding through on-line optical spectroscopy: Correlation and feature reduction

   37 citations · 2019
6. 6
   On-Line Monitoring and Defects Detection of Robotic Arc Welding: A Review and Future Challenges

   12 citations · 2019
7. 7
   An easy method of image feature extraction for real-time welding defects detection

   10 citations · 2016
8. 8
   Multisensory data fusion technique and its application to welding process monitoring

   10 citations · 2016
9. 9
   Frequency Selection for On-line Identification of Welding Penetration through Audible Sound

   3 citations · 2017

Key Collaborators