Intelligent Bearing Fault Diagnosis Method Combining Compressed Data Acquisition and Deep Learning - Sun, Jiedi; Yan, Changhong; Wen, Jiangtao (IEEE transactions on instrumentation and measurement, 2018)
Keywords: Artificial neural networks; Bearing fault; Compressed sensing; compressed sensing (CS); Data acquisition; Deep learning; deep neural network (DNN); Dependence; Diagnostic systems; Fault diagnosis; Feature extraction; intelligent diagnosis; Machine learning; Machinery condition monitoring; Neural networks; Roller bearings; Rotating machinery; Rotating machines; Signal processing; stacked sparse autoencoder (SSAE); Time-domain analysis; Vibration monitoring