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Multisensor data fusion for gearbox fault diagnosis using 2-D convolutional neural network and motor current signature analysis

Moslem Azamfar, Jaskaran Singh, Iñaki Bravo-Imaz, Jay Lee

2020Mechanical Systems and Signal Processing341 citationsDOI

Topics & Concepts

DowntimeConvolutional neural networkFault (geology)Feature extractionSignature (topology)EngineeringCondition monitoringFault detection and isolationArtificial neural networkTime domainComputer sciencePattern recognition (psychology)Artificial intelligenceReliability engineeringActuatorComputer visionGeologyElectrical engineeringGeometrySeismologyMathematicsMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisFault Detection and Control Systems
Multisensor data fusion for gearbox fault diagnosis using 2-D convolutional neural network and motor current signature analysis | Litcius