In-situ capture of melt pool signature in selective laser melting using U-Net-based convolutional neural network
Qihang Fang, Zhenbiao Tan, Hui Li, Shengnan Shen, Sheng Liu, Changhui Song, Xin Zhou, Yongqiang Yang, Shifeng Wen
Topics & Concepts
Selective laser meltingConvolutional neural networkComputer scienceSegmentationArtificial intelligencePattern recognition (psychology)Process (computing)Signature (topology)Materials scienceIntersection (aeronautics)Artificial neural networkOverheating (electricity)AlgorithmProcess engineeringBiological systemMathematicsEngineeringBiologyGeometryMetallurgyAerospace engineeringOperating systemMicrostructureElectrical engineeringAdditive Manufacturing Materials and ProcessesIndustrial Vision Systems and Defect DetectionAdditive Manufacturing and 3D Printing Technologies