reviewTop 1% cited
Machinery health prognostics: A systematic review from data acquisition to RUL prediction
Mechanical Systems and Signal Processing · 2017 · Vol. 104 · pp. 799–834
Yaguo Lei✉(Xi'an Jiaotong University)Naipeng Li(Xi'an Jiaotong University)Liang Guo(Xi'an Jiaotong University)Ningbo Li(Xi'an Jiaotong University)Tao Yan(Xi'an Jiaotong University)Jing Lin(Xi'an Jiaotong University)
Machine Fault Diagnosis TechniquesReliability and Maintenance OptimizationEngineering Diagnostics and ReliabilityPrognosticsProcess (computing)Field (mathematics)EngineeringData acquisitionReliability engineeringComputer scienceData scienceRisk analysis (engineering)Data mining
Funding
- National Natural Science Foundation of China
Citations
2,298
FWCI
91.23
field-weighted impact
References
424
Percentile
100%
vs. same field & year
Citations per year
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References
A Wiener-process-based degradation model with a recursive filter algorithm for remaining useful life estimation
Mechanical Systems and Signal Processing · 2012 · 450 citations
Accurate bearing remaining useful life prediction based on Weibull distribution and artificial neural network
Mechanical Systems and Signal Processing · 2014 · 495 citations
Wavelet filter-based weak signature detection method and its application on rolling element bearing prognostics
Journal of Sound and Vibration · 2005 · 1,413 citations
Prognostics and health management design for rotary machinery systems—Reviews, methodology and applications
Mechanical Systems and Signal Processing · 2013 · 1,485 citations
Residual life predictions for ball bearings based on self-organizing map and back propagation neural network methods
Mechanical Systems and Signal Processing · 2006 · 510 citations
A review on machinery diagnostics and prognostics implementing condition-based maintenance
Mechanical Systems and Signal Processing · 2005 · 4,389 citations
Bearing Health Monitoring Based on Hilbert–Huang Transform, Support Vector Machine, and Regression
IEEE Transactions on Instrumentation and Measurement · 2014 · 645 citations
Remaining useful life estimation – A review on the statistical data driven approaches
European Journal of Operational Research · 2010 · 1,989 citations
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