A novel unsupervised learning method for intelligent fault diagnosis of rolling element bearings based on deep functional auto-encoder
Anas H. Aljemely, Jianping Xuan, Farqad K. J. Jawad, Osama Al-Azzawi, Ali S. Alhumaima
Topics & Concepts
Softmax functionArtificial intelligenceAutoencoderRolling-element bearingClassifier (UML)Computer sciencePattern recognition (psychology)Deep learningFeature extractionUnsupervised learningFault (geology)Bearing (navigation)VibrationEncoderMachine learningEngineeringSeismologyPhysicsQuantum mechanicsOperating systemGeologyMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisEngineering Diagnostics and Reliability