A novel bearing fault diagnosis approach using the Gaussian mixture model and the weighted principal component analysis
Amir Eshaghi Chaleshtori, Abdollah Aghaie
Topics & Concepts
Principal component analysisComputer sciencePattern recognition (psychology)Mixture modelArtificial intelligenceFeature selectionReceiver operating characteristicEntropy (arrow of time)MaximizationClassifier (UML)Metric (unit)Data miningBearing (navigation)GaussianFeature extractionPerformance metricMachine learningMathematicsEngineeringMathematical optimizationQuantum mechanicsOperations managementManagementPhysicsEconomicsMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisAdvanced Statistical Methods and Models