An Intelligent Fault Diagnosis Method of Rolling Bearings Based on Short-Time Fourier Transform and Convolutional Neural Network
Qi Zhang, Linfeng Deng
Topics & Concepts
Short-time Fourier transformConvolutional neural networkFault (geology)Artificial intelligenceComputer scienceFeature extractionPattern recognition (psychology)Bearing (navigation)Sliding window protocolFeature (linguistics)Fourier transformVibrationDeep learningWindow (computing)AcousticsFourier analysisMathematicsMathematical analysisOperating systemPhysicsSeismologyPhilosophyLinguisticsGeologyMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisEngineering Diagnostics and Reliability