Prediction Model of Asphalt Content of Asphalt Mixture Based on Dielectric Properties

The rapid detection of asphalt content in asphalt mixture is of great significance to the quality evaluation of asphalt pavement. Based on the dielectric properties of an asphalt mixture, the prediction model of asphalt content is deduced theoretically using three types of dielectric models: Lichten...

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Main Authors: Yanhui Zhong, Yilong Wang, Bei Zhang, Xiaolong Li, Songtao Li, Yanmei Zhong, Meimei Hao, Yanlong Gao
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Advances in Civil Engineering
Online Access:http://dx.doi.org/10.1155/2020/6661593
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spelling doaj-4d96e478f2f5425ebd6ac76cf14611742020-12-14T09:46:35ZengHindawi LimitedAdvances in Civil Engineering1687-80861687-80942020-01-01202010.1155/2020/66615936661593Prediction Model of Asphalt Content of Asphalt Mixture Based on Dielectric PropertiesYanhui Zhong0Yilong Wang1Bei Zhang2Xiaolong Li3Songtao Li4Yanmei Zhong5Meimei Hao6Yanlong Gao7College of Water Conservancy and Environment Engineering, Zhengzhou University, No. 100 Science Rd., Zhengzhou 450001, ChinaCollege of Water Conservancy and Environment Engineering, Zhengzhou University, No. 100 Science Rd., Zhengzhou 450001, ChinaCollege of Water Conservancy and Environment Engineering, Zhengzhou University, No. 100 Science Rd., Zhengzhou 450001, ChinaCollege of Water Conservancy and Environment Engineering, Zhengzhou University, No. 100 Science Rd., Zhengzhou 450001, ChinaZhengzhou Railway Vocational & Technical College, No. 56 Pengcheng Rd., Zhengzhou 451460, ChinaHenan Provincial Academy of Building Research Co., Ltd., No. 4 Fengle Rd., Zhengzhou 450053, ChinaCollege of Water Conservancy and Environment Engineering, Zhengzhou University, No. 100 Science Rd., Zhengzhou 450001, ChinaCollege of Water Conservancy and Environment Engineering, Zhengzhou University, No. 100 Science Rd., Zhengzhou 450001, ChinaThe rapid detection of asphalt content in asphalt mixture is of great significance to the quality evaluation of asphalt pavement. Based on the dielectric properties of an asphalt mixture, the prediction model of asphalt content is deduced theoretically using three types of dielectric models: Lichtenecker-Rother (L-R) model, Rayleigh model, and Bottcher equation. Under the condition of laboratory mixing at room temperature (about 20–25°C), a dielectric test of asphalt mixture is conducted to verify the applicability of the model. The test results indicate that the dielectric constant of the asphalt mixture is inversely proportional to the asphalt content and directly proportional to the aggregate size of the mixture. Among the models, the Rayleigh model has a wide range of applications and exhibits a high accuracy, with an average relative error of only 1.86%. The results provide a theoretical basis for the nondestructive testing of asphalt pavements using ground-penetrating radar.http://dx.doi.org/10.1155/2020/6661593
collection DOAJ
language English
format Article
sources DOAJ
author Yanhui Zhong
Yilong Wang
Bei Zhang
Xiaolong Li
Songtao Li
Yanmei Zhong
Meimei Hao
Yanlong Gao
spellingShingle Yanhui Zhong
Yilong Wang
Bei Zhang
Xiaolong Li
Songtao Li
Yanmei Zhong
Meimei Hao
Yanlong Gao
Prediction Model of Asphalt Content of Asphalt Mixture Based on Dielectric Properties
Advances in Civil Engineering
author_facet Yanhui Zhong
Yilong Wang
Bei Zhang
Xiaolong Li
Songtao Li
Yanmei Zhong
Meimei Hao
Yanlong Gao
author_sort Yanhui Zhong
title Prediction Model of Asphalt Content of Asphalt Mixture Based on Dielectric Properties
title_short Prediction Model of Asphalt Content of Asphalt Mixture Based on Dielectric Properties
title_full Prediction Model of Asphalt Content of Asphalt Mixture Based on Dielectric Properties
title_fullStr Prediction Model of Asphalt Content of Asphalt Mixture Based on Dielectric Properties
title_full_unstemmed Prediction Model of Asphalt Content of Asphalt Mixture Based on Dielectric Properties
title_sort prediction model of asphalt content of asphalt mixture based on dielectric properties
publisher Hindawi Limited
series Advances in Civil Engineering
issn 1687-8086
1687-8094
publishDate 2020-01-01
description The rapid detection of asphalt content in asphalt mixture is of great significance to the quality evaluation of asphalt pavement. Based on the dielectric properties of an asphalt mixture, the prediction model of asphalt content is deduced theoretically using three types of dielectric models: Lichtenecker-Rother (L-R) model, Rayleigh model, and Bottcher equation. Under the condition of laboratory mixing at room temperature (about 20–25°C), a dielectric test of asphalt mixture is conducted to verify the applicability of the model. The test results indicate that the dielectric constant of the asphalt mixture is inversely proportional to the asphalt content and directly proportional to the aggregate size of the mixture. Among the models, the Rayleigh model has a wide range of applications and exhibits a high accuracy, with an average relative error of only 1.86%. The results provide a theoretical basis for the nondestructive testing of asphalt pavements using ground-penetrating radar.
url http://dx.doi.org/10.1155/2020/6661593
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