Intelligent health monitoring of aerospace composite structures based on dynamic strain measurements

► Fiber Bragg gratings were successfully utilized for dynamic strain measurements. ► Support vector machines (SVMs) were successfully utilized for damage identification. ► Independent component analysis enhanced the efficiency of SVM-based classification. ► Feature-level data fusion was performed on...

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Veröffentlicht in:	Expert systems with applications 2012-07, Vol.39 (9), p.8412-8422
Hauptverfasser:	Loutas, T.H., Panopoulou, A., Roulias, D., Kostopoulos, V.
Format:	Artikel
Sprache:	eng
Schlagworte:	Aerospace Aircraft components Composite structures Damage Dynamical systems Dynamics Fiber Bragg gratings Finite element method Health monitoring Health monitoring (engineering) Independent component analysis Panels Support vector machines
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