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An improved Hilbert-Huang transform and its application in vibration signal analysis

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Abstract

    An improved Hilbert-Huang transform (HHT), which is a novel time-frequency analysis method, was proposed. The improved HHT utilizes the wavelet packet transform to act as a preprocessor to decompose the raw signal into a set of narrow band signals. The original HHT and the improved HHT were used to analyze simulated and experimental vibration signals generated from different degrees of severity in rubbings. The results confirmed that the improved HHT is a promising tool for analyzing rubbing vibration signal that exhibited nonlinear and non-stationary properties.
    Original languageEnglish
    Pages (from-to)187-205
    JournalJournal of Sound and Vibration
    Volume286
    Issue number1-2
    DOIs
    Publication statusPublished - 23 Aug 2005

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