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- Title
A Refined Combined Grid Model for Characterizing Concealed Microcracks with Various Geometric Shapes Based on Radar Signal Processing.
- Authors
Hua, Fei; Ling, Tonghua; He, Wenchao; Liu, Xianjun
- Abstract
The concealed microcracks in shield tunnel lining present the characteristics of being of small size, unknown shape, and are difficult to detect. Based on the finite-difference time domain (FDTD) approach, this study proposed a new construction method of a refined grid accommodating and combining the variable shapes of microcracks, and capable of designing cross type, mesh type, and wave type microcrack models. The proposed new method also configured steel bars in the models to simulate actual engineering conditions, and characteristic response images of the models under different working conditions were obtained using ground penetrating radar (GPR) technology, which were then compared and analyzed to identify the imaging characteristics and differences of microcracks with variable geometric shapes. The waveform, amplitude, and time span of the characteristic single channel signal were furthermore studied. The results showed that the new method could successfully simulate the GPR characteristic response images of 0.5 mm microcracks of diverse geometric shapes. When the microcracks were wavy, their real shape could only be determined after signal pre-processing; the density and quantity of steel bars directly affected the appearance of microcrack characteristic signals; the greater the density and quantity of steel bars, the greater the interference on the waveform, amplitude, and time-frequency range of electromagnetic wave signals; a special correlation existed between the maximum mean root square value of the amplitude and the single channel signal of the cracks. Moreover, the finding that the extension in time and distance in the GPR time distance profile intersected with the cracks was deemed potentially to provide fresh insights into identifying the characteristic points of the cracks in the GPR images. The new method proposed in this study successfully obtained the GPR numerical simulation images and characteristic signals of microcracks with variable geometric shapes. Through the processing and analysis of the characteristic response signals of microcracks, the conclusions obtained were considered to provide an interpretation basis for the detection of microcracks in practical engineering.
- Subjects
RADAR signal processing; GEOMETRIC shapes; MICROCRACKS; GROUND penetrating radar; TUNNEL lining; ELECTRON tube grids; DOPPLER effect; ELECTROMAGNETIC wave absorption
- Publication
International Journal of Pattern Recognition & Artificial Intelligence, 2023, Vol 37, Issue 15, p1
- ISSN
0218-0014
- Publication type
Article
- DOI
10.1142/S0218001423580041