Variable-order fractional derivative rutting depth prediction of asphalt pavement based on the RIOHTrack full-scale track  

作　　者：Yu WANG Jiaojiao YAN Wei HUANG Leszek RUTKOWSKI Jinde CAO 

机构地区：[1]School of Mathematics,Southeast University,Nanjing 210096,China [2]Jiangsu Provincial Key Laboratory of Networked Collective Intelligence,Southeast University,Nanjing 210096,China [3]Intelligent Transportation System Research Center,Southeast University,Nanjing 210096,China [4]Systems Research Institute of the Polish Academy of Sciences,Warsaw 01-447,Poland [5]Institute of Computer Science,AGH University of Science and Technology,Krakow 30-059,Poland [6]Information Technology Institute,University of Social Sciences,Lodz 90-113,Poland [7]Yonsei Frontier Lab,Yonsei University,Seoul 03722,Republic of Korea

出　　处：《Science China(Information Sciences)》2023年第5期192-210,共19页中国科学（信息科学）（英文版）

基　　金：supported in part by National Key Research&Development Project of China(Grant No.2020YFA0714301);National Natural Science Foundation of China(Grant No.61833005)。

摘　　要：Rutting deformation is typical damage to asphalt pavement and can be quantitatively described as the time-varying mechanical deformation feature of the asphalt mixture during the creep process.First,a nonlinear viscoelastic creep model is established based on the Caputo variable-order fractional derivative.The fractional order in this model is not fixed and is defined as a time-varying function.The time-dependent mechanical properties of asphalt mixtures are efectively reflected.Based on the modified Burgers model,the variable-order function is revised to a linear form.Second,the variable-order fractional Burgers rutting model is obtained by fitting the test data of the RIOHTrack full-scale track.The Levenberg-Marquardt optimization algorithm is used to analyze the test data and the corresponding parameters to obtain more accurate and applicable variable-order fractional rutting mechanics and empirical models for diferent asphalt pavement structures.Finally,according to the classification of the pavement structure,structures III and VI are taken as examples.The rutting prediction and comparison results of several representative pavement structures are obtained to verify that the proposed rutting prediction model can also accurately predict all road sections of RIOHTrack.The new model is also compared with the rutting model of the mechanistic-empirical pavement design guide,the fractional-order Burgers rutting model,and the modified Burgers rutting model.The fitting results are evaluated using the determination coefficient R^(2).The results show that the variable-order fractional Burgers rutting model proposed in this study exhibits a better fit and is more applicable to describe the rutting deformation of asphalt pavement.

关 键 词：RIOHTrack full-scale track Caputo fractional derivative variable-order fractional modified Burgers model rutting prediction 

分 类 号：U418.68[交通运输工程—道路与铁道工程]