Defect Estimation in Non-Destructive Testing of Composites by Ultrasonic Guided Waves and Image Processing

被引:13
|
作者
Tiwari, Kumar Anubhav [1 ,2 ]
Raisutis, Renaldas [1 ,3 ]
Tumsys, Olgirdas [1 ]
Ostreika, Armantas [2 ]
Jankauskas, Kestutis [2 ]
Jakutavicius, Julijus [2 ]
机构
[1] Kaunas Univ Technol, Ultrasound Res Inst, K Barsausko St 59, LT-51423 Kaunas, Lithuania
[2] Kaunas Univ Technol, Dept Multimedia Engn, Studentu G 50, LT-51368 Kaunas, Lithuania
[3] Kaunas Univ Technol, Fac Elect & Elect Engn, Dept Elect Power Syst, Studentu G 50, LT-51368 Kaunas, Lithuania
来源
ELECTRONICS | 2019年 / 8卷 / 03期
关键词
defect; composite; image processing; discrete wavelet transform; nondestructive testing; guided waves; glass fiber-reinforced plastic; DAMAGE DETECTION; PROPAGATION; TRANSFORM; IDENTIFICATION; CORROSION; ARRAY;
D O I
10.3390/electronics8030315
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The estimation of the size and location of defects in multi-layered composite structures by ultrasonic non-destructive testing using guided waves has attracted the attention of researchers for the last few decades. Although extensive signal processing techniques are available, there are only a few studies available based on image processing of the ultrasonic B-scan image to extract the size and location of defects via the process of ultrasonic non-destructive testing. This work presents an image processing technique for ultrasonic B-scan images to improve the estimation of the location and size of disbond-type defects in glass fiber-reinforced plastic materials with 25-mm and 51-mm diameters. The sample is a segment of a wind turbine blade with a variable thickness ranging from 3 to 24 mm. The experiment is performed by using a low-frequency ultrasonic system and a pair of contact-type piezoceramic transducers kept apart by a 50-mm distance and embedded on a moving mechanical panel. The B-scan image acquired by the ultrasonic pitch-catch technique is denoised by utilizing features of two-dimensional discrete wavelet transform. Thereafter, the normalized pixel densities are compared along the scanned distance on the region of interest of the image, and a -3 dB threshold is applied to the locations and sizes the defects in the spatial domain.
引用
收藏
页数:16
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