Wind turbine high-speed shaft bearings health prognosis through a spectral Kurtosis-derived indices and SVR

Fast computation of the kurtogram for the detection of transient faults

Jérôme Antoni · Mechanical Systems and Signal Processing · 2006 · 1.5K citations

Engineering, Computer Engineering, Electrical Engineering +14

The spectral kurtosis: a useful tool for characterising non-stationary signals

Jérôme Antoni · Mechanical Systems and Signal Processing · 2004 · 1.4K citations

Computing, Electrical Engineering, Statistics +14

The spectral kurtosis: application to the vibratory surveillance and diagnostics of rotating machines

Jérôme Antoni, Robert B. Randall · Mechanical Systems and Signal Processing · 2004 · 1.3K citations

Engineering, Electrical Engineering, Electric Machines +13

Application of empirical mode decomposition and artificial neural network for automatic bearing fault diagnosis based on vibration signals

Jaouher Ben Ali, Nader Fnaiech, Lotfi Saïdi et al. · Applied Acoustics · 2014 · 764 citations

Engineering, Mechanical Engineering, Machine Learning +16

Bearing Health Monitoring Based on Hilbert–Huang Transform, Support Vector Machine, and Regression

Abdenour Soualhi, Kamal Medjaher, Noureddine Zerhouni · IEEE Transactions on Instrumentation and Measurement · 2014 · 651 citations

Engineering, Industrial Engineering, Machine Learning +16