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
Link To Document