Prediction Model of Temperature Field for Winter Asphalt Pavement with Measured Data in Weiyuan Area of Gansu Province

doi:10.16058/j.issn.1005-0930.2020.04.010

IR > 土木工程学院

	Prediction Model of Temperature Field for Winter Asphalt Pavement with Measured Data in Weiyuan Area of Gansu Province
	Li, Ping1 ; Nian, Tengfei1 ; Liu, Yang 1; Zhang, Guohong 2; Zhang, Yinghui 1
	2020-08-01
发表期刊	Yingyong Jichu yu Gongcheng Kexue Xuebao/Journal of Basic Science and Engineering
ISSN	10050930
卷号	28 期号:4 页码:865-877
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.
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
DOI	10.16058/j.issn.1005-0930.2020.04.010
收录类别	EI
语种	中文
出版者	Editorial Board of Journal of Basic Science and
EI入藏号	20203709152603
EI主题词	Asphalt mixtures
EI分类号	411.1 Asphalt - 641.1 Thermodynamics - 922.2 Mathematical Statistics
来源库	Compendex
分类代码	411.1 Asphalt - 641.1 Thermodynamics - 922.2 Mathematical Statistics
引用统计	无
文献类型	期刊论文
条目标识符	https://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
第一作者单位	土木工程学院
第一作者的第一单位	土木工程学院
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.