Towards automated, integrated and unsupervised diagnosis of rolling element bearings

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

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

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

Hidden semi-Markov models

Shun‐Zheng Yu · Artificial Intelligence · 2009 · 739 citations