Multivariate statistical aggregation and dimensionality reduction techniques to improve monitoring and maintenance in railways: The wheelset component
Joaquim A.P. Braga, António R. Andrade
Topics & Concepts
Principal component analysisMultivariate statisticsVarimax rotationFlangeDimensionality reductionEngineeringReliability engineeringComponent (thermodynamics)Predictive maintenanceComputer scienceData miningStructural engineeringStatisticsMachine learningMathematicsArtificial intelligencePhysicsCronbach's alphaDescriptive statisticsThermodynamicsRailway Engineering and DynamicsFatigue and fracture mechanicsMachine Fault Diagnosis Techniques