Gearbox fault diagnosis based on autocorrelation and HHT

Propose to a method of gearbox fault diagnosis based on autocorrelation and HHT. The method of Empirical mode decomposition (EMD) separate gearbox vibration signal data into several intrinsic mode function (IMF). Through the autocorrelation analysis of each IMF component, which can effectively elimi...

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Bibliographic Details
Published inVibroengineering Procedia pp. 270 - 274
Main Authors Sun, Fucheng, Song, Wenyuan, Shang, Hailong
Format Journal Article
LanguageEnglish
Published JVE International Ltd 01.09.2015
Subjects
Fault location (Engineering)
Methods
Observations
Vibration
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Summary:Propose to a method of gearbox fault diagnosis based on autocorrelation and HHT. The method of Empirical mode decomposition (EMD) separate gearbox vibration signal data into several intrinsic mode function (IMF). Through the autocorrelation analysis of each IMF component, which can effectively eliminate the noise component, rapidly and accurately screen out IMF component containing characteristic information of gear fault, and then transform it for Hilbert-Huang, and get the gearbox fault characteristic frequency. After testing real gearbox vibration signals, it shows that the method has higher engineering value.
ISSN:2345-0533