Mechanism and method for the full-scale quantitative diagnosis of ball bearings with an inner race fault

Rolling element bearing diagnostics—A tutorial

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Engineering, Mechanical Engineering, Condition Assessment +10

Bearing performance degradation assessment using long short-term memory recurrent network

Bin Zhang, Shaohui Zhang, Weihua Li · Computers in Industry · 2018 · 345 citations

Computing, Computer Science, Machine Learning +13

A novel convolutional neural network based fault recognition method via image fusion of multi-vibration-signals

Huaqing Wang, Li Shi, Liuyang Song et al. · Computers in Industry · 2018 · 341 citations

Computing, Computer Science, Computer Vision +15

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 · 270 citations

Engineering, Mechanical Engineering, Computational Mechanics +16

A New Family of Model-Based Impulsive Wavelets and Their Sparse Representation for Rolling Bearing Fault Diagnosis

Yi Qin · IEEE Transactions on Industrial Electronics · 2017 · 240 citations

Computing, Computer Science, Mechanical Engineering +17