• DocumentCode
    2960097
  • Title

    Structural Damage Detection Using PCA and Improved FRF Curvature Method

  • Author

    Xiaoyan, Xiong ; Feng, Wang ; Liang, Wang ; Tailong, Qing

  • Author_Institution
    Inst. of Mechatron. Eng., Taiyuan Univ. of Technol., Taiyuan, China
  • Volume
    1
  • fYear
    2011
  • fDate
    28-29 March 2011
  • Firstpage
    723
  • Lastpage
    726
  • Abstract
    The rationality of frequency response function (FRF) curvature method instead of curvature modality analysis method for damage detection is demonstrated. An improved frequency response curvature method is proposed. In order to locate structural damage, the method of combining the principal component analysis with ellipse control chart is studied. Improved FRF curvature is the basic variable of this method. The method does not use modal analysis and avoids the error of modal fitting, and it only deals with frequency response function. The result of cantilever experiment shows that the proposed method is effective and feasible.
  • Keywords
    cantilevers; condition monitoring; control charts; frequency response; principal component analysis; structural engineering; PCA; cantilevers; ellipse control chart; frequency response function curvature method; improved FRF curvature method; principal component analysis; structural damage detection; Control charts; Covariance matrix; Frequency response; Modal analysis; Principal component analysis; Resonant frequency; Shape; Improved FRF Curvature; PCA; ellipse control chart; structural damage detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computation Technology and Automation (ICICTA), 2011 International Conference on
  • Conference_Location
    Shenzhen, Guangdong
  • Print_ISBN
    978-1-61284-289-9
  • Type

    conf

  • DOI
    10.1109/ICICTA.2011.188
  • Filename
    5750722