Method for Analyzing Time-Series GPR Data of Concrete Bridge Decks

AbstractGround-penetrating radar (GPR) has been extensively studied in North America as a nondestructive evaluation (NDE) technology for inspection of concrete bridge decks. With current practices, however, GPR has only proven to be an indicator of potential damage. Basically, to obtain the condition map for a concrete bridge deck, one would try to analyze one-time GPR data based mostly on the relative difference between reflection amplitudes at the top rebar layer. With a hypothesis that time-series GPR data can provide better information on bridge deck deterioration progression, this study investigates and proposes a new method to interpret those time-series data sets. Based on a correlation coefficient between A-scans, the proposed methodology was implemented and validated for a bare concrete bridge deck in New Jersey. The map provided by the proposed method clearly shows deterioration progression between the two consecutive scans, whereas the traditional analysis technique using the top rebar amplitud...

[1]  M Moore,et al.  PHENOMENOLOGY STUDY OF HERMES GROUND-PENETRATING RADAR TECHNOLOGY FOR DETECTION AND IDENTIFICATION OF COMMON BRIDGE DECK FEATURES , 2001 .

[2]  Jingang Yi,et al.  Autonomous robotic system for high-efficiency non-destructive bridge deck inspection and evaluation , 2013, 2013 IEEE International Conference on Automation Science and Engineering (CASE).

[3]  K Maser,et al.  STATEWIDE BRIDGE DECK SURVEY USING GROUND PENETRATING RADAR , 2000 .

[4]  Christopher L. Barnes,et al.  Improved concrete bridge deck evaluation using GPR by accounting for signal depth–amplitude effects , 2008 .

[5]  R. Reel,et al.  Impulse radar signatures of selected bridge deck structures , 1993, Proceedings of Canadian Conference on Electrical and Computer Engineering.

[6]  Kung-Sik Chan,et al.  Time Series Analysis: With Applications in R , 2010 .

[7]  C. R. Carter,et al.  Impulse radar evaluation of asphalt-covered bridge decks , 1992 .

[8]  J. Rhazi Test Method for Evaluating Asphalt-covered Concrete Bridge Decks Using Ground Penetrating Radar , 2011 .

[9]  Andrea Giachetti,et al.  Matching techniques to compute image motion , 2000, Image Vis. Comput..

[10]  J J Amrol,et al.  DOT SPECIFICATION DEVELOPMENT BASED ON EVALUATION OF GROUND-PENETRATING RADAR SYSTEM PERFORMANCE IN MEASURING CONCRETE COVER (REINFORCEMENT DEPTH) ON NEW BRIDGE DECK CONSTRUCTION , 2000 .

[11]  Christopher L. Barnes,et al.  EFFECTIVENESS OF GROUND PENETRATING RADAR IN PREDICTING DECK REPAIR QUANTITIES , 2004 .

[12]  B. Nii. Attoh-Okine Time series analysis for ground penetrating radar (GPR) asphalt thickness profile , 1994 .

[13]  R. Weyers SERVICE LIFE MODEL FOR CONCRETE STRUCTURES IN CHLORIDE LADEN ENVIRONMENTS , 1998 .

[14]  Yunping Xi,et al.  Service Life of Reinforced Concrete Structures with Corrosion Damage due to Chloride Attack , 2003 .

[15]  Du-Ming Tsai,et al.  The evaluation of normalized cross correlations for defect detection , 2003, Pattern Recognit. Lett..

[16]  Alexander Tarussov,et al.  Condition assessment of concrete structures using a new analysis method: Ground-penetrating radar computer-assisted visual interpretation , 2013 .

[17]  Roberto Brunelli,et al.  Face Recognition: Features Versus Templates , 1993, IEEE Trans. Pattern Anal. Mach. Intell..

[18]  C. Q. Li Life Cycle Modeling of Corrosion Affected Concrete Structures—Initiation , 2003 .