A novel nonlinear system identification based upon Hilbert Transform

G. Y. Yan, Z. S. Liu, A. D. De Stefano

    Research output: Chapter in Book / Conference PaperConference Paper

    Abstract

    ![CDATA[It is well-known that the vibration frequency of nonlinear systems is amplitude-dependency. For most damped systems, this characteristic results in the variation of the vibration frequency with time. To take advantage of this phenomenon, a novel system identification method by curve-fitting the instantaneous vibration frequency and amplitude is proposed for nonlinear systems in this study. Herein Hilbert Transform is employed to extract the instantaneous vibration frequency and amplitude from the measured responses. According to the relationships between the instantaneous information and structural physical parameters, structural physical parameters are estimated by the least-squares estimation. The combination of the instantaneous data in time domain and frequency domain will necessarily improve the accuracy of identification results. The proposed method is demonstrated by numerical simulations.]]
    Original languageEnglish
    Title of host publicationIncorporating Sustainable Practice in Mechanics of Structures and Materials: Proceedings of the 21st Australian Conference on the Mechanics of Structures and Materials, held in Melbourne, Australia, 7- 10 December 2010
    PublisherCRC Press
    Pages309-314
    Number of pages6
    ISBN (Print)9780415616577
    Publication statusPublished - 2011
    EventAustralasian Conference on the Mechanics of Structures and Materials -
    Duration: 11 Dec 2012 → …

    Conference

    ConferenceAustralasian Conference on the Mechanics of Structures and Materials
    Period11/12/12 → …

    Keywords

    • nonlinear systems
    • vibration

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