Motoshi Tanaka

Detection of Weld Root Crack in Metal Plates with Convolutional Neural Network

The detection of weld root cracks in metal plates using nonlinear ultrasonics and a convolutional neural network (CNN) was investigated. Lamb waves with a fundamental frequency of 0.5 MHz were transmitted into a carbon steel plate specimen, and the waveforms were recorded using a...