DocumentCode
3470051
Title
Proper orthogonal decomposition applied to structural health monitoring
Author
Hajrya, Rafik ; Mechbal, Nazih ; Verge, M.
Author_Institution
Process & Eng. in Mech. & Mater. Lab. (PIMM), Arts et Metiers ParisTech, Paris, France
fYear
2011
fDate
3-5 March 2011
Firstpage
1
Lastpage
6
Abstract
This paper describes the application of proper orthogonal decomposition (POD) method in the context of structural health monitoring of a smart structure, bonded with a distributed piezoceramic patches array. Using measurements given by the distributed sensors, we propose a damage index (DI) based on change in angle between subspaces. Furthermore, from statistics, we propose a threshold that automatically decides if the structure is in healthy or damaged state. The efficiency of the proposed approach is validated on composite plate with two different damages (impact damage and additive mass).
Keywords
condition monitoring; distributed sensors; intelligent structures; piezoceramics; plates (structures); principal component analysis; structural engineering; POD method; composite plates; damage index; distributed piezoceramic patches array; distributed sensors; proper orthogonal decomposition method; smart structures; structural additive mass; structural health monitoring; structural impact damage; Actuators; Correlation; Covariance matrix; Indexes; Matrix decomposition; Monitoring; Sensors; active structural health monitoring; correlation coefficient; piezoceramic patches; proper orthogonal decomposition; smart structure; subspace angle;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications, Computing and Control Applications (CCCA), 2011 International Conference on
Conference_Location
Hammamet
Print_ISBN
978-1-4244-9795-9
Type
conf
DOI
10.1109/CCCA.2011.6031534
Filename
6031534
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