Deep learning-empowered digital twin for visualized weld joint growth monitoring and penetration control

Engineering

• Joints (Structural Components) 100%
• Deep Learning Method 100%
• Images 83%
• Bead Width 50%
• Welding 50%
• Back Side 33%
• Convolutional Neural Network 33%
• Gas Fuel Manufacture 16%
• Sensor 16%
• Single Image 16%
• Arc Voltage 16%
• Feature Extraction 16%
• Image Processing Method 16%
• Manufacturing Process 16%
• Image Source 16%
• Requirement 16%
• Network Model 16%
• Cross Section 16%
• Mean Square Error 16%
• Mathematical Model 16%
• Prediction 16%
• Accuracy 16%
• Graphical User Interface 16%
• Gas Tungsten Arc Welding 16%

Material Science

• Welding 100%
• Tungsten 33%
• Welding Current 33%
• Arc Welding 33%
• Gas 33%