articleTop 1% cited
Early fault diagnosis of rotating machinery based on wavelet packets—Empirical mode decomposition feature extraction and neural network
Mechanical Systems and Signal Processing · 2011 · Vol. 27 · pp. 696–711
Guangfu Bin✉(Hunan University of Science and Technology)Jin Ji Gao(Beijing University of Chemical Technology)X.J. Li(Hunan University of Science and Technology)B.S. Dhillon(University of Ottawa)
Machine Fault Diagnosis TechniquesEngineering Diagnostics and ReliabilityFault Detection and Control SystemsHilbert–Huang transformFeature extractionWavelet packet decompositionPattern recognition (psychology)Artificial neural networkWaveletBandwidth (computing)Artificial intelligenceEngineeringFault (geology)
Citations
492
FWCI
32.18
field-weighted impact
References
24
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References
A roller bearing fault diagnosis method based on EMD energy entropy and ANN
Journal of Sound and Vibration · 2005 · 554 citations
FEATURE EXTRACTION BASED ON MORLET WAVELET AND ITS APPLICATION FOR MECHANICAL FAULT DIAGNOSIS
Journal of Sound and Vibration · 2000 · 871 citations
Bearing fault diagnosis based on wavelet transform and fuzzy inference
Mechanical Systems and Signal Processing · 2003 · 678 citations
A review of induction motors signature analysis as a medium for faults detection
IEEE Transactions on Industrial Electronics · 2000 · 1,540 citations
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