Classification and regression models of audio and vibration signals for machine state monitoring in precision machining systems
Seul Ki Han, Nasir Mannan, Daryl C. Stein, Krishna R. Pattipati, George M. Bollas
Topics & Concepts
Support vector machineArtificial intelligenceComputer scienceArtificial neural networkMachine learningPrincipal component analysisMachiningRegressionPattern recognition (psychology)Regression analysisConvolutional neural networkVibrationInferenceState (computer science)Data miningEngineeringAlgorithmStatisticsMathematicsMechanical engineeringPhysicsQuantum mechanicsAdvanced machining processes and optimizationMachine Fault Diagnosis TechniquesStructural Health Monitoring Techniques