Measurement of pulsed laser welding penetration based on keyhole dynamics and deep learning approach

Welding defects detection based on deep learning with multiple optical sensors during disk laser welding of thick plates

Yanxi Zhang, Deyong You, Xiangdong Gao et al. · Journal of Manufacturing Systems · 2019 · 154 citations

Advanced Laser Processing, Machine Vision, Machine Learning +10

Vision based defects detection for Keyhole TIG welding using deep learning with visual explanation

Chunyang Xia, Zengxi Pan, Zhenyu Fei et al. · Journal of Manufacturing Processes · 2020 · 139 citations

Convolutional Neural Network, Image Classification, Machine Vision +11

Porosity Formation and Prevention in Pulsed Laser Welding

Jun Zhou, Hai-Lung Tsai · Journal of Heat Transfer · 2006 · 118 citations

Materials Science, Advanced Laser Processing, Engineering +12

Dynamic keyhole profile during high-power deep-penetration laser welding

Shichun Li, G. Chen, Ming Zhang et al. · Journal of Materials Processing Technology · 2013 · 112 citations

Advanced Laser Processing, Engineering, Welding Process +4

Progress and perspectives of in-situ optical monitoring in laser beam welding: Sensing, characterization and modeling

Di Wu, Peilei Zhang, Zhishui Yu et al. · Journal of Manufacturing Processes · 2022 · 103 citations

Photonics, Optical Materials, Engineering +12