An informative frequency band identification framework for gearbox fault diagnosis under time-varying operating conditions

Deep learning and its applications to machine health monitoring

Rui Zhao, Ruqiang Yan, Zhenghua Chen et al. · Mechanical Systems and Signal Processing · 2018 · 2.6K citations

Computing, Computer Science, Data Science +14

Rolling element bearing diagnostics—A tutorial

Robert B. Randall, Jérôme Antoni · Mechanical Systems and Signal Processing · 2010 · 2.5K citations

Engineering, Mechanical Engineering, Condition Assessment +10

Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data

Feng Jia, Yaguo Lei, Jing Lin et al. · Mechanical Systems and Signal Processing · 2015 · 1.7K citations

Computing, Computer Science, Mechanical Engineering +17

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