Condensation of the correlation functions in modal testing

Peter Olsen*, Martin Juul, Rune Brincker

*Corresponding author for this work

    Research output: Contribution to journalJournal articleResearchpeer-review

    Abstract

    A well known issue when performing Operational modal analysis in the time domain is the challenge of choosing the right order of the system matrix. Setting the order higher than the rank of the system results in over fitting, i.e. having more poles to place than modes of the system. This results in fitting poles to noise or non linearities of the system. In This paper a method to avoid over fitting by reducing the physical channels to a reduced number of pseudo channels condensing the relevant physical information and leveling the level of energy in each channel is suggested.
    Original languageEnglish
    JournalMechanical Systems and Signal Processing
    Volume118
    Pages (from-to)377-387
    Number of pages11
    ISSN0888-3270
    DOIs
    Publication statusPublished - 2019

    Keywords

    • Condensation
    • Correlation function
    • Operational modal analysis
    • Principle component analysis
    • Singular value decomposition
    • Time domain identification

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