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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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 |
work_keys_str_mv |
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