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Article
A novel flaw detection approach in carbon steel pipes through ultrasonic guided waves and optimized transformer neural networks
In the present study, ultrasonic guided wave testing (UGWT) is used as a nondestructive inspection technique to identify flaws in carbon steel pipe. The selection of a wave mode in UGWT is critical. Therefore,...
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Article
A novel method of ultrasonic tomographic imaging of defects in the coating layer by image fusion and binarization techniques
Protective coating materials are applied in a thin layer to the offshore metallic structure against corrosion. Delamination of the coating material is the main limitation and is one of the main issues encounte...
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Article
Ultrasonic tomography imaging enhancement approach based on deep convolutional neural networks
The containment liner plate (CLP) is a thin layer of carbon steel material applied as a base for concrete structures protecting nuclear material. The structural health monitoring of the CLP is critical to ensu...