Cao Qingqing, Al-Qadi Imad L
Illinois Center for Transportation, University of Illinois at Urbana-Champaign, Rantoul, IL 61866, USA.
Sensors (Basel). 2021 Apr 9;21(8):2643. doi: 10.3390/s21082643.
Ground-penetrating radar (GPR) has been used for asphalt concrete (AC) pavement density prediction for the past two decades. Recently, it has been considered as a method for pavement quality control and quality assurance. A numerical method to estimate asphalt pavement specific gravity from its dielectric properties was developed and validated. A three-phase numerical model considering aggregate, binder, and air void components was developed using an AC mixture generation algorithm. A take-and-add algorithm was used to generate the uneven air-void distribution in the three-phase model. The proposed three-phase model is capable of correlating pavement density and bulk and component dielectric properties. The model was validated using field data. Two methods were used to calculate the dielectric constant of the AC mixture, including reflection amplitude and two-way travel time methods. These were simulated and compared when vertical and longitudinal heterogeneity existed within the AC pavement layers. Results indicate that the reflection amplitude method is more sensitive to surface thin layers than the two-way travel time methods. Effect of air-void content, asphalt content, aggregate gradation, and aggregate dielectric constants on the GPR measurements were studied using the numerical model.
在过去二十年中,探地雷达(GPR)一直被用于预测沥青混凝土(AC)路面的密度。最近,它被视为一种用于路面质量控制和质量保证的方法。开发并验证了一种从沥青路面介电特性估算其比重的数值方法。使用AC混合料生成算法开发了一个考虑集料、结合料和空隙成分的三相数值模型。采用取加法算法在三相模型中生成不均匀的空隙分布。所提出的三相模型能够关联路面密度与体积和组分介电特性。该模型使用现场数据进行了验证。使用两种方法计算AC混合料的介电常数,包括反射幅度法和双向传播时间法。当AC路面层内存在垂直和纵向非均质性时,对这两种方法进行了模拟和比较。结果表明,反射幅度法比双向传播时间法对表面薄层更敏感。使用数值模型研究了空隙含量、沥青含量、集料级配和集料介电常数对GPR测量的影响。