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Recent advances in time–frequency analysis methods for machinery fault diagnosis: A review with application examples

Mechanical Systems and Signal Processing · 2013 · Vol. 38(1) · pp. 165–205
Zhipeng FengMing LiangFulei Chu
Machine Fault Diagnosis TechniquesFault Detection and Control SystemsSpectroscopy and Chemometric AnalysesTime–frequency analysisParametric statisticsHilbert–Huang transformSignal processingFault (geology)Instantaneous phaseBilinear interpolationWaveletComputer scienceFrequency domain
Citations
940
FWCI
75.88
field-weighted impact
References
105
Percentile
100%
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Citations per year
References
The wavelet transform, time-frequency localization and signal analysis
IEEE Transactions on Information Theory · 1990 · 6,394 citations
Application of the EEMD method to rotor fault diagnosis of rotating machinery
Mechanical Systems and Signal Processing · 2008 · 576 citations
Application of EMD method and Hilbert spectrum to the fault diagnosis of roller bearings
Mechanical Systems and Signal Processing · 2003 · 520 citations
Matching pursuits with time-frequency dictionaries
IEEE Transactions on Signal Processing · 1993 · 9,047 citations
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