Vibration analysis in bearings for failure prevention using CNN
Luis A. Pinedo-Sánchez, Diego A. Mercado-Ravell, Carlos A. Carballo-Monsivais
2020Journal of the Brazilian Society of Mechanical Sciences and Engineering52 citationsDOIOpen Access PDF
Topics & Concepts
Convolutional neural networkVibrationComputer scienceEntropy (arrow of time)Pattern recognition (psychology)Bearing (navigation)Artificial neural networkArtificial intelligencePoint (geometry)Raw dataState (computer science)EngineeringStructural engineeringFeature extractionPixelDeep learningCondition monitoringComputer visionData miningRoot mean squareMachine Fault Diagnosis TechniquesMachine Learning and ELMImbalanced Data Classification Techniques