Detecting subsurface delamination is a difficult and vital task to maintain the durability and serviceability of concrete structure for its whole life cycle. The aim of this work was to obtain better knowledge of the effect of depth, heating time, and rebar on the detectability capacity of delamination. Experimental tests were carried out on a concrete specimen in the laboratory using Long Pulsed Thermography (LPT). Six halogen lamps and a long wavelength infrared camera with a focal plane array of 640 × 480 pixels were used as the heat source and infrared detector, respectively. The study focused on the embedded imitation delaminations with the size of 10 cm × 10 cm × 1 cm, located at depths varying from 1 to 8 cm. The signal-to-noise ratio (SNR) was applied as a criterion to assess the detectability of delamination. The results of this study indicate that as the provided heating time climbed, the SNR increased, and the defect could be identified more clearly. On the other hand, when using the same heating regime, a shallow delamination displayed a higher SNR than a deeper one. The moderate fall of the SNR in the case of imitating defect located below reinforced steel was also observed. The absolute contrast was monitored to determine the observation time, and the nondimensional prefactor k was empirically proposed to predict the depth of delamination. The mean absolute percentage error (MAPE) was used to quantitatively evaluate the difference between forecasted and real depth, which evaluation confirmed the high reliability of the estimated value of the prefactor k.
12 July 2017 in Journal of Ambient Intelligence and Humanized Computing
This paper proposes a maximum bar spacing according to the steel stress level as an indirect crack control for the verification of serviceability performance without calculating the crack width in a reinforced concrete beam. Based on the crack width theory, a new formulation that can calculate the bar spacing using the crack spacing and tension stiffening effect was derived by considering the bond characteristics and cracking behavior. From this equation, the maximum bar spacing, which is not affected by the change in section height, was newly calculated for each level of steel stress according to the service load. In addition, a correction factor was proposed to consider the increase in concrete strength. The proposed maximum bar spacing can replace the complex crack width calculation and improve the application and serviceability performance of reinforced concrete beams through indirect crack control.