reviewTop 1% cited
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 Feng(University of Science and Technology Beijing)Ming Liang✉(University of Ottawa)Fulei Chu(Tsinghua University)
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
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References
An improved Hilbert–Huang transform and its application in vibration signal analysis
Journal of Sound and Vibration · 2004 · 459 citations
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 the wavelet transform in machine condition monitoring and fault diagnostics: a review with bibliography
Mechanical Systems and Signal Processing · 2003 · 1,148 citations
Application of EMD method and Hilbert spectrum to the fault diagnosis of roller bearings
Mechanical Systems and Signal Processing · 2003 · 520 citations
A comparison study of improved Hilbert–Huang transform and wavelet transform: Application to fault diagnosis for rolling bearing
Mechanical Systems and Signal Processing · 2004 · 828 citations
Improving the readability of time-frequency and time-scale representations by the reassignment method
IEEE Transactions on Signal Processing · 1995 · 1,461 citations
Matching pursuits with time-frequency dictionaries
IEEE Transactions on Signal Processing · 1993 · 9,047 citations
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