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    Sensitivity of Rigid Pavement Performance Predictions to Individual Climate Variables using Pavement ME Design

    Source: Journal of Transportation Engineering, Part B: Pavements:;2020:;Volume ( 146 ):;issue: 003
    Author:
    Xu Yang
    ,
    Zhanping You
    ,
    Jacob E. Hiller
    ,
    Mohd Rosli Mohd Hasan
    ,
    Aboelkasim Diab
    ,
    Sang Luo
    DOI: 10.1061/JPEODX.0000182
    Publisher: ASCE
    Abstract: Five individual climate variables are required as climatic inputs in a pavement design using Pavement ME Design (PMED, a pavement design tool). While it is believed that all five climatic variables affect the distress predictions in pavement design, the detailed effect of these factors on the design of jointed plain concrete pavement (JPCP) has not been well researched. This study aims to investigate the effect of the five individual climate variables on the performance predictions of JPCP using PMED. The one-at-a-time approach was used to change individual climate variables. Four weather stations located in different climate zones (cold, warm, humid hot, and dry hot) in the United States were selected for analysis. The effect of individual climatic variables on the JPCP distress predictions were analyzed first. Then a normalized sensitivity index was adopted to analyze the sensitivity of performance predictions to individual climate variables. The effect results showed that with a 10% increase in the values of the climatic variables, the average temperature and daily temperature range have a positive effect on the values of the transverse cracking prediction. The effect of temperature on the international roughness index and faulting may not be consistent in different climate zones, and wind speed has a negative effect on the values of all three distresses. The sunshine percent and relative humidity have a positive effect on the values of all three distresses, and the effect of precipitation is negligible. The occurrence of probability of the temperature gradient within the concrete slab after the change in variables was also obtained and plotted to help interpret the findings. The sensitivity analysis showed that sunshine percent is the most influential climatic variable, followed by temperature, wind speed, relative humidity, and precipitation.
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      Sensitivity of Rigid Pavement Performance Predictions to Individual Climate Variables using Pavement ME Design

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    http://yetl.yabesh.ir/yetl1/handle/yetl/4264881
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    • Journal of Transportation Engineering, Part B: Pavements

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    contributor authorXu Yang
    contributor authorZhanping You
    contributor authorJacob E. Hiller
    contributor authorMohd Rosli Mohd Hasan
    contributor authorAboelkasim Diab
    contributor authorSang Luo
    date accessioned2022-01-30T19:13:13Z
    date available2022-01-30T19:13:13Z
    date issued2020
    identifier otherJPEODX.0000182.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4264881
    description abstractFive individual climate variables are required as climatic inputs in a pavement design using Pavement ME Design (PMED, a pavement design tool). While it is believed that all five climatic variables affect the distress predictions in pavement design, the detailed effect of these factors on the design of jointed plain concrete pavement (JPCP) has not been well researched. This study aims to investigate the effect of the five individual climate variables on the performance predictions of JPCP using PMED. The one-at-a-time approach was used to change individual climate variables. Four weather stations located in different climate zones (cold, warm, humid hot, and dry hot) in the United States were selected for analysis. The effect of individual climatic variables on the JPCP distress predictions were analyzed first. Then a normalized sensitivity index was adopted to analyze the sensitivity of performance predictions to individual climate variables. The effect results showed that with a 10% increase in the values of the climatic variables, the average temperature and daily temperature range have a positive effect on the values of the transverse cracking prediction. The effect of temperature on the international roughness index and faulting may not be consistent in different climate zones, and wind speed has a negative effect on the values of all three distresses. The sunshine percent and relative humidity have a positive effect on the values of all three distresses, and the effect of precipitation is negligible. The occurrence of probability of the temperature gradient within the concrete slab after the change in variables was also obtained and plotted to help interpret the findings. The sensitivity analysis showed that sunshine percent is the most influential climatic variable, followed by temperature, wind speed, relative humidity, and precipitation.
    publisherASCE
    titleSensitivity of Rigid Pavement Performance Predictions to Individual Climate Variables using Pavement ME Design
    typeJournal Paper
    journal volume146
    journal issue3
    journal titleJournal of Transportation Engineering, Part B: Pavements
    identifier doi10.1061/JPEODX.0000182
    page04020028
    treeJournal of Transportation Engineering, Part B: Pavements:;2020:;Volume ( 146 ):;issue: 003
    contenttypeFulltext
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    DSpace software copyright © 2002-2015  DuraSpace
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