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
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;
Conference_Titel :
Communications, Computing and Control Applications (CCCA), 2011 International Conference on
Conference_Location :
Hammamet
Print_ISBN :
978-1-4244-9795-9
DOI :
10.1109/CCCA.2011.6031534