A SVR-Based Remaining Life Prediction for Rolling Element Bearings

Residual life predictions for ball bearings based on self-organizing map and back propagation neural network methods

Runqing Huang, Lifeng Xi, Xinglin Li et al. · Mechanical Systems and Signal Processing · 2006 · 510 citations

Engineering, Machine Learning, Life Prediction +7

A particle-filtering approach for on-line fault diagnosis and failure prognosis

Marcos E. Orchard, George Vachtsevanos · Transactions of the Institute of Measurement and Control · 2009 · 451 citations

Reliability, Fault Diagnosis, Reliability Engineering +15

Robust performance degradation assessment methods for enhanced rolling element bearing prognostics

Hai Qiu, Jay Lee, Jing Lin et al. · Advanced Engineering Informatics · 2003 · 424 citations

Reliability, Condition Monitoring, Reliability Engineering +9

An artificial neural network method for remaining useful life prediction of equipment subject to condition monitoring

Zhigang Tian · Journal of Intelligent Manufacturing · 2009 · 364 citations

Condition Monitoring, Reliability Engineering, Engineering +15

Bearing performance degradation assessment using locality preserving projections and Gaussian mixture models

Jianbo Yu · Mechanical Systems and Signal Processing · 2011 · 253 citations

Locality Preserving Projections, Engineering, Machine Learning +10