Sensitivity analysis of longitudinal cracking on asphalt pavement using MEPDG in permafrost region

© 2015 Periodical Offices of Chang'an University Longitudinal cracking is one of the most important distresses of asphalt pavement in permafrost regions. The sensitivity analysis of design parameters for asphalt pavement can be used to study the influence of every parameter on longitudinal crac...

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Published in:Journal of Traffic and Transportation Engineering (English Edition)
Main Authors: Zhang, Chen, Wang, Hainian, You, Zhanping, Ma, Biao
Format: Text
Language:unknown
Published: Digital Commons @ Michigan Tech 2015
Subjects:
Online Access:https://digitalcommons.mtu.edu/michigantech-p/6831
https://doi.org/10.1016/j.jtte.2015.01.004
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author Zhang, Chen
Wang, Hainian
You, Zhanping
Ma, Biao
author_facet Zhang, Chen
Wang, Hainian
You, Zhanping
Ma, Biao
author_sort Zhang, Chen
collection Michigan Technological University: Digital Commons @ Michigan Tech
container_issue 1
container_start_page 40
container_title Journal of Traffic and Transportation Engineering (English Edition)
container_volume 2
description © 2015 Periodical Offices of Chang'an University Longitudinal cracking is one of the most important distresses of asphalt pavement in permafrost regions. The sensitivity analysis of design parameters for asphalt pavement can be used to study the influence of every parameter on longitudinal cracking, which can help optimizing the design of the pavement structure. In this study, 20 test sections of Qinghai–Tibet Highway were selected to conduct the sensitivity analysis of longitudinal cracking on material parameter based on Mechanistic-Empirical Pavement Design Guide (MEPDG) and single factorial sensitivity analysis method. Some computer aided engineering (CAE) simulation techniques, such as the Latin hypercube sampling (LHS) technique and the multiple regression analysis are used as auxiliary means. Finally, the sensitivity spectrum of material parameter on longitudinal cracking was established. The result shows the multiple regression analysis can be used to determine the remarkable influence factor more efficiently and to process the qualitative analysis when applying the MEPDG software in sensitivity analysis of longitudinal cracking in permafrost regions. The effect weights of the three parameters on longitudinal cracking in descending order are air void, effective binder content and PG grade. The influence of air void on top layer is bigger than that on middle layer and bottom layer. The influence of effective asphalt content on top layer is bigger than that on middle layer and bottom layer, and the influence of bottom layer is slightly bigger than middle layer. The accumulated value of longitudinal cracking on middle layer and bottom layer in the design life would begin to increase when the design temperature of PG grade increased.
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spelling ftmichigantuniv:oai:digitalcommons.mtu.edu:michigantech-p-26133 2025-01-17T00:15:43+00:00 Sensitivity analysis of longitudinal cracking on asphalt pavement using MEPDG in permafrost region Zhang, Chen Wang, Hainian You, Zhanping Ma, Biao 2015-02-01T08:00:00Z https://digitalcommons.mtu.edu/michigantech-p/6831 https://doi.org/10.1016/j.jtte.2015.01.004 unknown Digital Commons @ Michigan Tech https://digitalcommons.mtu.edu/michigantech-p/6831 doi:10.1016/j.jtte.2015.01.004 https://doi.org/10.1016/j.jtte.2015.01.004 Michigan Tech Publications Asphalt pavement Mechanistic-Empirical Pavement Design Guide Road engineering Sensitivity analysis Sensitivity spectrum text 2015 ftmichigantuniv https://doi.org/10.1016/j.jtte.2015.01.004 2023-06-20T16:46:57Z © 2015 Periodical Offices of Chang'an University Longitudinal cracking is one of the most important distresses of asphalt pavement in permafrost regions. The sensitivity analysis of design parameters for asphalt pavement can be used to study the influence of every parameter on longitudinal cracking, which can help optimizing the design of the pavement structure. In this study, 20 test sections of Qinghai–Tibet Highway were selected to conduct the sensitivity analysis of longitudinal cracking on material parameter based on Mechanistic-Empirical Pavement Design Guide (MEPDG) and single factorial sensitivity analysis method. Some computer aided engineering (CAE) simulation techniques, such as the Latin hypercube sampling (LHS) technique and the multiple regression analysis are used as auxiliary means. Finally, the sensitivity spectrum of material parameter on longitudinal cracking was established. The result shows the multiple regression analysis can be used to determine the remarkable influence factor more efficiently and to process the qualitative analysis when applying the MEPDG software in sensitivity analysis of longitudinal cracking in permafrost regions. The effect weights of the three parameters on longitudinal cracking in descending order are air void, effective binder content and PG grade. The influence of air void on top layer is bigger than that on middle layer and bottom layer. The influence of effective asphalt content on top layer is bigger than that on middle layer and bottom layer, and the influence of bottom layer is slightly bigger than middle layer. The accumulated value of longitudinal cracking on middle layer and bottom layer in the design life would begin to increase when the design temperature of PG grade increased. Text permafrost Michigan Technological University: Digital Commons @ Michigan Tech Journal of Traffic and Transportation Engineering (English Edition) 2 1 40 47
spellingShingle Asphalt pavement
Mechanistic-Empirical Pavement Design Guide
Road engineering
Sensitivity analysis
Sensitivity spectrum
Zhang, Chen
Wang, Hainian
You, Zhanping
Ma, Biao
Sensitivity analysis of longitudinal cracking on asphalt pavement using MEPDG in permafrost region
title Sensitivity analysis of longitudinal cracking on asphalt pavement using MEPDG in permafrost region
title_full Sensitivity analysis of longitudinal cracking on asphalt pavement using MEPDG in permafrost region
title_fullStr Sensitivity analysis of longitudinal cracking on asphalt pavement using MEPDG in permafrost region
title_full_unstemmed Sensitivity analysis of longitudinal cracking on asphalt pavement using MEPDG in permafrost region
title_short Sensitivity analysis of longitudinal cracking on asphalt pavement using MEPDG in permafrost region
title_sort sensitivity analysis of longitudinal cracking on asphalt pavement using mepdg in permafrost region
topic Asphalt pavement
Mechanistic-Empirical Pavement Design Guide
Road engineering
Sensitivity analysis
Sensitivity spectrum
topic_facet Asphalt pavement
Mechanistic-Empirical Pavement Design Guide
Road engineering
Sensitivity analysis
Sensitivity spectrum
url https://digitalcommons.mtu.edu/michigantech-p/6831
https://doi.org/10.1016/j.jtte.2015.01.004