Defect identification of metal additive manufacturing parts based on laser-induced breakdown spectroscopy and machine learning
Jingjun Lin, Jiangfei Yang, Yutao Huang, Xiaomei Lin
Topics & Concepts
Laser-induced breakdown spectroscopyRandom forestPrincipal component analysisPreprocessorNaive Bayes classifierArtificial intelligenceMaterials scienceDecision treek-nearest neighbors algorithmSensitivity (control systems)Identification (biology)Machine learningComputer scienceSpectroscopyPattern recognition (psychology)Biological systemLaserOpticsSupport vector machinePhysicsEngineeringElectronic engineeringBiologyBotanyQuantum mechanicsLaser-induced spectroscopy and plasmaAdditive Manufacturing Materials and ProcessesAdvanced X-ray and CT Imaging