Prediction Model of Temperature Field for Winter Asphalt Pavement with Measured Data in Weiyuan Area of Gansu Province | |
Li, Ping1; Nian, Tengfei1; Liu, Yang1; Zhang, Guohong2; Zhang, Yinghui1 | |
刊名 | Yingyong Jichu yu Gongcheng Kexue Xuebao/Journal of Basic Science and Engineering
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2020-08-01 | |
卷号 | 28期号:4页码:865-877 |
关键词 | Asphalt pavements Error correction Factor analysis Forecasting Predictive analytics Regression analysis Temperature Correlation analysis Environmental factors Internal temperature Low temperature cracking Pavement structures Pavement temperature Stepwise regression analysis Temperature modeling |
ISSN号 | 10050930 |
DOI | 10.16058/j.issn.1005-0930.2020.04.010 |
英文摘要 | The phenomenon of low temperature cracking and freezing is easy to appear in the asphalt pavement of Gansu Province, which seriously affects the performance and safety of asphalt pavement in winter. The distribution law of the low temperature field of asphalt pavement was studied according to the weather data and the internal temperature of the pavement structure in Weiyuan area of Gansu Province. The cumulative and lag time of temperature and radiation that influence the asphalt pavement structure were determined by using statistical methods, and the correlation analysis of environmental factors that affected temperature field of asphalt pavement were carried out. The pavement temperature field prediction model suitable for Weiyuan area in winter was proposed based on the multi-factor stepwise regression analysis. The results show that the temperature of pavement structure change shows a decreasing trend with the increase of pavement depth. The influence of temperature and solar radiation on the temperature accumulation and lag of pavement structure is more and more obvious. The temperature model in the depth of pavement structure is improved when taking the time and depth as the error correction factor into the prediction model of asphalt pavement temperature field, which can accurately simulate the change of asphalt pavement temperature field in winter. © 2020, The Editorial Board of Journal of Basic Science and Engineering. All right reserved. |
语种 | 中文 |
出版者 | Editorial Board of Journal of Basic Science and |
内容类型 | 期刊论文 |
源URL | [http://ir.lut.edu.cn/handle/2XXMBERH/115164] ![]() |
专题 | 土木工程学院 |
作者单位 | 1.School of Civil Engineering, Lanzhou University of Technology, Lanzhou; 730050, China; 2.Gansu Changlong Highway Maintenance Technology Institute Co., LTD., Lanzhou; 730000, China |
推荐引用方式 GB/T 7714 | Li, Ping,Nian, Tengfei,Liu, Yang,et al. Prediction Model of Temperature Field for Winter Asphalt Pavement with Measured Data in Weiyuan Area of Gansu Province[J]. Yingyong Jichu yu Gongcheng Kexue Xuebao/Journal of Basic Science and Engineering,2020,28(4):865-877. |
APA | Li, Ping,Nian, Tengfei,Liu, Yang,Zhang, Guohong,&Zhang, Yinghui.(2020).Prediction Model of Temperature Field for Winter Asphalt Pavement with Measured Data in Weiyuan Area of Gansu Province.Yingyong Jichu yu Gongcheng Kexue Xuebao/Journal of Basic Science and Engineering,28(4),865-877. |
MLA | Li, Ping,et al."Prediction Model of Temperature Field for Winter Asphalt Pavement with Measured Data in Weiyuan Area of Gansu Province".Yingyong Jichu yu Gongcheng Kexue Xuebao/Journal of Basic Science and Engineering 28.4(2020):865-877. |
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