Towards better benchmarking using the CWRU bearing fault dataset

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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

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

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Engineering, Mechanical Engineering, Finite Element Analysis +11

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

A New Deep Learning Model for Fault Diagnosis with Good Anti-Noise and Domain Adaptation Ability on Raw Vibration Signals

Wěi Zhāng, Gaoliang Peng, Chuanhao Li et al. · Sensors · 2017 · 1.6K citations · Full text

Computing, Computer Science, Artificial Intelligence +16