DocumentCode :
1913327
Title :
Smart optical fiber sensor for impact localization on planar structures
Author :
Ribeiro, Filipe ; Collere Possetti, Gustavo Rafael ; Fabris, Jose Luis ; Muller, Mathias
Author_Institution :
Grad. Sch. of Electr. Eng. & Comput. Sci. - CPGEI, Fed. Univ. of Technol. - Parana - UTFPR, Curitiba, Brazil
fYear :
2013
fDate :
4-7 Aug. 2013
Firstpage :
1
Lastpage :
3
Abstract :
This work shows a method to determine, in real time, external impact location on planar structures based on responses of optical fiber strain sensors. In order to demonstrate experimentally the sensing approach, four fibre Bragg gratings were attached to a polymeric board for detecting the disturbance caused by a drop weight impact. An artificial neural network was used to process the sensor responses and to identify the quadrant location of the impact on the structure. The results demonstrate that such location can be predicted with correct classification rate of approximately 85.0% in validation step.
Keywords :
Bragg gratings; condition monitoring; fibre optic sensors; impact (mechanical); intelligent sensors; neural nets; polymers; strain sensors; structural engineering; artificial neural network; drop weight impact; fibre Bragg gratings; impact localization; planar structures; polymeric board; quadrant location; smart optical fiber sensor; strain sensors; Artificial neural networks; Fiber gratings; Monitoring; Optical fiber sensors; Strain; artificial neural network; fiber Bragg grating; optical fiber sensor; structural health monitoring;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Microwave & Optoelectronics Conference (IMOC), 2013 SBMO/IEEE MTT-S International
Conference_Location :
Rio de Janeiro
Type :
conf
DOI :
10.1109/IMOC.2013.6646418
Filename :
6646418
Link To Document :
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