A novel rolling-element bearing faults classification method combines lower-order moment spectra and support vector machine

Rolling element bearing diagnostics using the Case Western Reserve University data: A benchmark study

Wade A. Smith, Robert B. Randall · Mechanical Systems and Signal Processing · 2015 · 2.5K citations · Full text

Engineering, Mechanical Engineering, Finite Element Analysis +11

ARTIFICIAL NEURAL NETWORK BASED FAULT DIAGNOSTICS OF ROLLING ELEMENT BEARINGS USING TIME-DOMAIN FEATURES

B. Samanta, K. R. Al-Balushi · Mechanical Systems and Signal Processing · 2003 · 746 citations

Computing, Computer Engineering, Computer Science +10

Bearing fault diagnosis based on wavelet transform and fuzzy inference

Xinsheng Lou, Kenneth A. Loparo · Mechanical Systems and Signal Processing · 2003 · 680 citations

Engineering, Civil Engineering, Time Series Analysis +13

PCA-Based Feature Selection Scheme for Machine Defect Classification

A. Malhi, Robert X. Gao · IEEE Transactions on Instrumentation and Measurement · 2004 · 573 citations

Computing, Computer Science, Industrial Engineering +17

Vibration Spectrum Imaging: A Novel Bearing Fault Classification Approach

Muhammad Amar, Iqbal Gondal, Campbell Wilson · IEEE Transactions on Industrial Electronics · 2014 · 222 citations

Computing, Computer Science, Mechanical Engineering +17