Emerging technologies in cool pavements: A review
Sign Up to like & getrecommendations! Published in 2021 at "Construction and Building Materials"
DOI: 10.1016/j.conbuildmat.2021.123892
Abstract: Abstract Nowadays, researchers are trying hard to minimize the harmful effect of infrastructure development on the environment and ecosystem. The conversion of natural landscapes to manmade structures has increased urban temperature. The increased urban temperature… read more here.
Keywords: pavement technologies; emerging technologies; pavement temperature; temperature ... See more keywords
Estimating thermal diffusivity and conductive heat flux via pavement temperature profile
Sign Up to like & getrecommendations! Published in 2025 at "International Journal of Pavement Engineering"
DOI: 10.1080/10298436.2025.2503389
Abstract: ABSTRACT Understanding pavement temperature is essential for selecting appropriate asphalt mixtures, managing thermal stress, and quantifying surface heat emissions. Previous simulation-based studies have emphasised the critical role of thermal diffusivity and conductive heat flux in… read more here.
Keywords: temperature; heat; pavement temperature; thermal diffusivity ... See more keywords
Statistical-empirical pavement temperature prediction models based on data from road weather stations in Estonia
Sign Up to like & getrecommendations! Published in 2024 at "Road Materials and Pavement Design"
DOI: 10.1080/14680629.2024.2415347
Abstract: Asphalt pavement properties are greatly affected by seasonal temperature variation. Binder grade selection needs to be aligned with forecasted operational pavement temperatures to maximise pavement longevity. Different widely adopted models for determining binder Superpave Performance… read more here.
Keywords: temperature; pavement; road; pavement temperature ... See more keywords
Development of a Hybrid Machine Learning Model for Asphalt Pavement Temperature Prediction
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3129979
Abstract: Machine learning (ML) models are excellent alternative solutions to model complex engineering issues with high reliability and accuracy. This paper presents two extensively explored ensemble models for predicting asphalt pavement temperature, the Markov chain Monte… read more here.
Keywords: pavement temperature; asphalt pavement; prediction; machine learning ... See more keywords
Cross-Regional Pavement Temperature Prediction Using Transfer Learning and Random Forest
Sign Up to like & getrecommendations! Published in 2025 at "Applied Sciences"
DOI: 10.3390/app15137436
Abstract: Significant regional environmental differences result in varied patterns of pavement temperature changes. To enhance the cross-regional adaptability of temperature prediction models, transfer learning (TL) was introduced into the random forest (RF) model to improve its… read more here.
Keywords: temperature; transfer learning; pavement temperature; random forest ... See more keywords
Temperature Gradient Characteristics of Rubber-Modified Asphalt Pavement Under Dramatic Cooling–Heating Cycles
Sign Up to like & getrecommendations! Published in 2024 at "Materials"
DOI: 10.3390/ma17235754
Abstract: The periodic changes in climatic factors cause the pavement temperature field to change significantly, resulting in fatigue damage to the pavement caused by temperature stress, and the influence depth has a critical value. To reveal… read more here.
Keywords: temperature; pavement temperature; rubber modified; dramatic cooling ... See more keywords