Effects of temperature, dry density and water content on the thermal conductivity of Genhe silty clay

As an important parameter to consider the thermal stability of road engineering in cold regions, thermal conductivity is largely affected by temperature, water content, dry density, and etc.. When investigating thermal conductivity, setting the dry densities and water contents of soil samples accord...

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Main Authors: Xiangtian Xu, Weidong Zhang, Caixia Fan, Gaosheng Li
Format: Article
Language:English
Published: Elsevier 2020-03-01
Series:Results in Physics
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2211379719327652
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spelling doaj-7045c2daa6e54e75a0b63c6bf6cea5312020-11-25T02:53:53ZengElsevierResults in Physics2211-37972020-03-0116102830Effects of temperature, dry density and water content on the thermal conductivity of Genhe silty clayXiangtian Xu0Weidong Zhang1Caixia Fan2Gaosheng Li3Institute of Transportation, Inner Mongolia University, Hohhot 010070, China; Inner Mongolia Engineering Research Center of Testing and Strengthening for Bridges, Inner Mongolia University, Hohhot 010070, ChinaInstitute of Transportation, Inner Mongolia University, Hohhot 010070, China; School of Ecology and Environment, Inner Mongolia University, Hohhot 010020, ChinaInstitute of Transportation, Inner Mongolia University, Hohhot 010070, China; Inner Mongolia Engineering Research Center of Testing and Strengthening for Bridges, Inner Mongolia University, Hohhot 010070, China; Corresponding author at: Institute of Transportation, Inner Mongolia University, Hohhot 010070, China.Institute of Transportation, Inner Mongolia University, Hohhot 010070, China; School of Ecology and Environment, Inner Mongolia University, Hohhot 010020, ChinaAs an important parameter to consider the thermal stability of road engineering in cold regions, thermal conductivity is largely affected by temperature, water content, dry density, and etc.. When investigating thermal conductivity, setting the dry densities and water contents of soil samples according to compaction curve agrees better with actual engineering conditions because of its compaction characteristic for subgrade soil. Therefore, experiments on thermal conductivity of 9 groups of soil samples corresponding to different water contents at the compaction curve were carried out under −40 ℃~20 ℃. It was found that thermal conductivity decreases linearly with the decrease of temperature in positive temperature range and increases exponentially in negative temperature range, which is closely connected to the variations of thermal conductivity, contents and interactions of every phase with temperature. Multiple linear regression analysis showed that water content has a slightly higher effect on thermal conductivity at positive temperature than that of dry density; however, its effect is about twice of that of dry density at negative temperature. Then, an assessment method combining Root Mean Square Error (RMSE) and Root Mean Square Value (Xrms) was proposed to evaluate the predictive capabilities of two classical models (Johansen’s model and the CK model) effectively.http://www.sciencedirect.com/science/article/pii/S2211379719327652Thermal conductivityTemperatureDry densityWater contentCompaction curvePrediction model
collection DOAJ
language English
format Article
sources DOAJ
author Xiangtian Xu
Weidong Zhang
Caixia Fan
Gaosheng Li
spellingShingle Xiangtian Xu
Weidong Zhang
Caixia Fan
Gaosheng Li
Effects of temperature, dry density and water content on the thermal conductivity of Genhe silty clay
Results in Physics
Thermal conductivity
Temperature
Dry density
Water content
Compaction curve
Prediction model
author_facet Xiangtian Xu
Weidong Zhang
Caixia Fan
Gaosheng Li
author_sort Xiangtian Xu
title Effects of temperature, dry density and water content on the thermal conductivity of Genhe silty clay
title_short Effects of temperature, dry density and water content on the thermal conductivity of Genhe silty clay
title_full Effects of temperature, dry density and water content on the thermal conductivity of Genhe silty clay
title_fullStr Effects of temperature, dry density and water content on the thermal conductivity of Genhe silty clay
title_full_unstemmed Effects of temperature, dry density and water content on the thermal conductivity of Genhe silty clay
title_sort effects of temperature, dry density and water content on the thermal conductivity of genhe silty clay
publisher Elsevier
series Results in Physics
issn 2211-3797
publishDate 2020-03-01
description As an important parameter to consider the thermal stability of road engineering in cold regions, thermal conductivity is largely affected by temperature, water content, dry density, and etc.. When investigating thermal conductivity, setting the dry densities and water contents of soil samples according to compaction curve agrees better with actual engineering conditions because of its compaction characteristic for subgrade soil. Therefore, experiments on thermal conductivity of 9 groups of soil samples corresponding to different water contents at the compaction curve were carried out under −40 ℃~20 ℃. It was found that thermal conductivity decreases linearly with the decrease of temperature in positive temperature range and increases exponentially in negative temperature range, which is closely connected to the variations of thermal conductivity, contents and interactions of every phase with temperature. Multiple linear regression analysis showed that water content has a slightly higher effect on thermal conductivity at positive temperature than that of dry density; however, its effect is about twice of that of dry density at negative temperature. Then, an assessment method combining Root Mean Square Error (RMSE) and Root Mean Square Value (Xrms) was proposed to evaluate the predictive capabilities of two classical models (Johansen’s model and the CK model) effectively.
topic Thermal conductivity
Temperature
Dry density
Water content
Compaction curve
Prediction model
url http://www.sciencedirect.com/science/article/pii/S2211379719327652
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