A novel method for fault diagnosis in rolling bearings based on bispectrum signals and combined feature extraction algorithms

De-noising by soft-thresholding

David L. Donoho · IEEE Transactions on Information Theory · 1995 · 9.5K citations

Engineering, Smoothness Measures, Smoothness Classes +16

Fault Diagnosis of a Rolling Bearing Using Wavelet Packet Denoising and Random Forests

Ziwei Wang, Qinghua Zhang, Jianbin Xiong et al. · IEEE Sensors Journal · 2017 · 358 citations

Fault Diagnosis, Condition Monitoring, Engineering +12

A Motor Current Signal-Based Bearing Fault Diagnosis Using Deep Learning and Information Fusion

Duy-Tang Hoang, Hee‐Jun Kang · IEEE Transactions on Instrumentation and Measurement · 2019 · 342 citations

Fault Diagnosis, Condition Monitoring, Machine Vision +13

A Novel Fault Diagnosis Method Based on Integrating Empirical Wavelet Transform and Fuzzy Entropy for Motor Bearing

Wu Deng, Shengjie Zhang, Huimin Zhao et al. · IEEE Access · 2018 · 281 citations · Full text

Fault Diagnosis, Condition Monitoring, Fault Feature Extraction +13

Vibration response of spalled rolling element bearings: Observations, simulations and signal processing techniques to track the spall size

Robert B. Randall · Mechanical Systems and Signal Processing · 2010 · 264 citations

Engineering, Vibrations, Spall Size +8