A small sample bearing fault diagnosis method based on variational mode decomposition, autocorrelation function, and convolutional neural network

A Fast Learning Algorithm for Deep Belief Nets

Geoffrey E. Hinton, Simon Osindero, Yee‐Whye Teh · Neural Computation · 2006 · 16.4K citations

Computing, Computer Science, Artificial Intelligence +16

Variational Mode Decomposition

Konstantin Dragomiretskiy, Dominique Zosso · IEEE Transactions on Signal Processing · 2014 · 8.6K citations

Engineering, Electrical Engineering, Biomedical Signal Processing +15

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

A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings

Biao Wang, Yaguo Lei, Naipeng Li et al. · IEEE Transactions on Reliability · 2018 · 1.8K citations

Engineering, Data Science, Machine Learning +16

A Generic Intelligent Bearing Fault Diagnosis System Using Compact Adaptive 1D CNN Classifier

Levent Eren, Türker İnce, Serkan Kıranyaz · Journal of Signal Processing Systems · 2018 · 710 citations

Computing, Computer Science, Computer Vision +11