Deep-learning-based real-time monitoring of full-penetration laser keyhole welding by using the synchronized coaxial observation method

A vision-based method for lap weld defects monitoring of galvanized steel sheets using convolutional neural network

(2021) Guohong Ma et al.   Journal of Manufacturing Processes

Deep-learning approach for predicting laser-beam absorptance in full-penetration laser keyhole welding

(2021) Sehyeok Oh et al.   OPTICS EXPRESS

A data-driven model for weld bead monitoring during the laser welding assisted by magnetic field

(2020) Longchao Cao et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

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

(2020) Chunyang Xia et al.   Journal of Manufacturing Processes

Burn-through prediction and weld depth estimation by deep learning model monitoring the molten pool in gas metal arc welding with gap fluctuation

(2020) Kazufumi Nomura et al.   Journal of Manufacturing Processes

Deep learning assisted vision inspection of resistance spot welds

(2020) Wei Dai et al.   Journal of Manufacturing Processes

Weld penetration in situ prediction from keyhole dynamic behavior under time-varying VPPAW pools via the OS-ELM model

(2019) Di Wu et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

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

(2019) Zhifen Zhang et al.   Journal of Manufacturing Processes

Electrodynamic simulation of energy absorption in laser keyhole welding of zinc-coated and uncoated steel sheets

(2016) Chun Deng et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A study of keyhole geometry in laser welding of zinc-coated and uncoated steels using a coaxial observation method

(2015) Jaehun Kim et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Numerical simulation of full penetration laser welding of thick steel plate with high power high brightness laser

(2014) L.J. Zhang et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Scaling law for penetration depth in laser welding

(2014) Jaehun Kim et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Observation of spatter formation mechanisms in high-power fiber laser welding of thick plate

(2013) M.J. Zhang et al.   APPLIED SURFACE SCIENCE