Title :
Characterization of non-destructive inspection data from composite structure defects
Author :
Calugcug, Carina Cassandra L ; Yie, Leong Wai
Author_Institution :
Singapore Inst. of Manuf. Technol., Singapore, Singapore
Abstract :
In this paper, the processing and characterization of aircraft defect signal data have been explored and studied. The signal data was collected using the nondestructive ultrasonic inspection technique, Pitch/Catch swept method. Defects of different size and depths were studied and signal processing techniques were used to identify features that provide the most distinction among the defects. The discussion in this paper is only limited to the parts of the classification process that pertain to data collection, pre-processing, and feature extraction.
Keywords :
aircraft testing; feature extraction; inspection; nondestructive testing; signal denoising; time-frequency analysis; ultrasonic applications; Pitch-Catch swept method; aircraft defect signal; composite structure defects; data collection; data pre-processing; feature extraction; frequency domain analysis; nondestructive ultrasonic inspection; signal processing; time domain analysis; Aerospace industry; Aircraft; Application software; Attenuation; Frequency; Inspection; Pattern recognition; Shape; Signal processing; Signal processing algorithms; defect characterization; signal processing;
Conference_Titel :
Industrial Electronics, 2009. IECON '09. 35th Annual Conference of IEEE
Conference_Location :
Porto
Print_ISBN :
978-1-4244-4648-3
Electronic_ISBN :
1553-572X
DOI :
10.1109/IECON.2009.5414921