Identification of Instantaneous Frequency and Damping From Transient Decay Data

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dc.citation.articleNumber051111
dc.citation.issueNumber5
dc.citation.journalTitleJournal of Vibration and Acoustics
dc.citation.volumeNumber142
dc.contributor.authorJin, Mengshi
dc.contributor.authorChen, Wei
dc.contributor.authorBrake, Matthew R.W.
dc.contributor.authorSong, Hanwen
dc.date.accessioned2020-12-11T20:22:01Z
dc.date.available2020-12-11T20:22:01Z
dc.date.issued2020
dc.description.abstractJointed interfaces, damage, wear, or non-idealized boundary conditions often introduce nonlinear characteristics to assembled structures. Consequently, extensive research has been carried out regarding nonlinear system identification. The development of nonlinear system identification is also enabling the intentional application of nonlinearities towards practical fields such as vibration control and energy harvesting. This research proposes a nonlinear identification procedure that consists of two steps: first, the raw data is filtered by the Double Reverse Multimodal Decomposition method that involves system reconstruction, expansion, and filtering twice. Second, the Peak Finding and Fitting method is applied to the filtered signal to extract the instantaneous amplitude and frequency. The identification procedure is applied to the measured responses from a jointed structure to assess its efficacy. The results are compared with those obtained from other well-known methods—the Hilbert transform and zero-crossing methods. The comparison results indicate that the Peaking Finding and Fitting method extracts the amplitude of the response signal more accurately. Consequently, this yields a higher signal-to-noise ratio in the extracted damping values. As a recommended last step, uncertainty assessment is conducted to calculate the 95% confidence intervals of the nonlinear properties of the system.
dc.identifier.citationJin, Mengshi, Chen, Wei, Brake, Matthew R.W., et al.. "Identification of Instantaneous Frequency and Damping From Transient Decay Data." <i>Journal of Vibration and Acoustics,</i> 142, no. 5 (2020) ASME: https://doi.org/10.1115/1.4047416.
dc.identifier.doihttps://doi.org/10.1115/1.4047416
dc.identifier.urihttps://hdl.handle.net/1911/109675
dc.language.isoeng
dc.publisherASME
dc.rightsThis is an author's peer-reviewed final manuscript, as accepted by the publisher. The published article is copyrighted by ASME.
dc.subject.keywordnonlinear system identification
dc.subject.keywordmultimodal decomposition
dc.subject.keywordinstantaneous amplitude and frequency
dc.subject.keywordbackbone
dc.titleIdentification of Instantaneous Frequency and Damping From Transient Decay Data
dc.typeJournal article
dc.type.dcmiText
dc.type.publicationpost-print
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