Recognition and classification of single melt tracks using deep neural network: A fast and effective method to determine process windows in selective laser melting
Wei Xing, Tianyi Lyu, Xin Chu, Yiming Rong, Chi-Guhn Lee, Qiang Sun, Yu Zou
Topics & Concepts
Selective laser meltingMaterials scienceArtificial neural networkProcess windowProcess (computing)Parametric statisticsThroughputLaser power scalingArtificial intelligenceLaserComputer sciencePattern recognition (psychology)Biological systemComposite materialOpticsMathematicsOperating systemTelecommunicationsStatisticsWirelessPhysicsBiologyMicrostructureAdditive Manufacturing Materials and ProcessesAdditive Manufacturing and 3D Printing TechnologiesWelding Techniques and Residual Stresses