Fault Detection and Diagnosis in Electric Motors Using Convolution Neural Network and Short-Time Fourier Transform
Ronny Francis Ribeiro, Isac Antônio dos Santos Areias, Mateus Mendes Campos, Carlos Eduardo Garcez Teixeira, Luiz Eduardo Borges da Silva, Guilherme Ferreira Gomes
Topics & Concepts
Short-time Fourier transformFault (geology)Computer scienceTime domainConvolutional neural networkArtificial intelligenceSIGNAL (programming language)Fourier transformConvolution (computer science)VibrationPattern recognition (psychology)Frequency domainTime–frequency analysisArtificial neural networkFeature (linguistics)Deep learningSignal processingDigital signal processingFourier analysisComputer visionAcousticsMathematicsLinguisticsSeismologyProgramming languageMathematical analysisPhilosophyFilter (signal processing)GeologyComputer hardwarePhysicsMachine Fault Diagnosis TechniquesFault Detection and Control SystemsEngineering Diagnostics and Reliability