NDE OF CONCRETE USING COMPUTER VISION
Sokhwan Choi and Surendra P. Shah
NSF Center for ACBM, Northwestern University, USA
Keywords: NDE, Concrete, Imaging, Fracture, Failure Mechanism
ABSTRACT A non-invasive digital image analysis method called computer vision was developed and used to investigate the fracture processes in concrete. A series of images which represent different deformation levels were captured with a MegaPlus high resolution digital charge-coupled device, a real time processing engine, and frame grabbers. These images can be used to compute the amount of displacement at a selected subset image using digital image correlation algorithm. Displacements are those values which maximize the normalized correlation coefficient of a selected subset in one image over another subset in the other image. Developed computer programs automate processes from image recording to post analyses. The speed for surface displacement computation is higher than 100 ms per node and this method is robust enough to work around a powerful hydraulic testing machine. The measuring accuracy is highly dependent on the image quality and the size of viewing area, and is estimated to be on the micron level based on image translation test for the current cases. Experiments studying fracture processes were conducted with specimens of having different ratios of aggregate contents. Compressive loads were applied using a closed-loop controlled servo-hydraulic testing machine. Two dimensional displacement and strain distribution were calculated at various deformation levels. Strain localization and softening were observed for different end conditions. Shear constraint from loading platens affects the strength and failure mechanisms. The material composition of specimens changes the fracture processes and consequently induces different failure mechanisms. The material homogeneity forces cracks to propagate more vertically and behave in a more brittle manner. The non-contact and automated measuring technique used was appropriate to capture and evaluate complex cracking which develops during the strain softening region. Based on the study it appears that this technique can be used to detect damage in concrete structures.
Publication Source: Trends in NDE Science & Technology; Proceedings of the 14th World Conference on Non-Destructive Testing, New Delhi, 8-13 December 1996.full paper not received
Publisher: Ashgate Publishing Company
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