Development of a hybrid machine learning model for asphalt pavement temperature prediction

AA Milad, I Adwan, SA Majeed, ZA Memon… - IEEE …, 2021 - ieeexplore.ieee.org
Machine learning (ML) models are excellent alternative solutions to model complex
engineering issues with high reliability and accuracy. This paper presents two extensively …

Evaluation of selected empirical models for asphalt pavement temperature prediction in a tropical climate: The case of Ghana

S Ntramah, KA Tutu, YA Tuffour, CA Adams, EK Adanu - Sustainability, 2023 - mdpi.com
Asphalt pavement temperature has several applications, including pavement structural
design and evaluation, asphalt mixture design, asphalt binder grade determination and …

Development of a temperature prediction model for asphalt pavements considering air temperature data of preceding hours

A Walia, R Rastogi, P Kumar… - International Journal of …, 2023 - Taylor & Francis
The structural performance of an asphalt pavement is substantially affected by its
temperature state. The in-depth temperature is usually measured through drilling a hole in …

Investigation on the Temperature Distribution of Asphalt Overlay on the Existing Cement Concrete Pavement in Hot‐Humid Climate in Southern China

Z Li, Y Zhang, C Fa, X Zou, H Xie… - Advances in Civil …, 2021 - Wiley Online Library
Temperature is known to be one of the most important factors affecting the design and
performance of asphalt concrete pavement. The distresses of asphalt overlay are closely …

[PDF][PDF] Predicting asphalt pavement temperature by using neural network and multiple linear regression approach in the Eastern Mediterranean region

I Adwan, A Milad, NH Abdullah… - Journal of …, 2022 - jestec.taylors.edu.my
This study compares the feasibility of using artificial neural networks (ANN) and multi-linear
regression (MLR) for predicting an hourly temperature of the pavement, considering the …

[PDF][PDF] Asphalt Characteristics of Concrete Asphalt Mixed to Reduce Early Damage in Flexible Pavement

I Sholichin, I Wahyudiyanto, AE Putra - CI-TECH, 2021 - academia.edu
Pavement roads in Indonesia often suffer premature damage. Efforts to overcome road
damage need to be done by using pavement materials suitable for the climate in Indonesia …

[PDF][PDF] Early-opening-to-traffic asphalt pavement for airfield rehabilitation

T Rahman - 2021 - core.ac.uk
A large number of scheduled flights at major civil airports has made it necessary that runway
repair and overlay be carried out without interfering with flight schedules. Asphalt overlaying …

Evaluation of the impact of temperature distribution on the degradation process of bituminous pavements: thermal non-destructive approach

B Abdelilah, EO Mohamed… - International Journal of …, 2018 - inderscienceonline.com
The originality of this study resides in taking into account the effect of the heat flux, the
surface layer thickness and the rate of voids in the interface on temperature distribution …

[引用][C] Development of Asphalt Pavement Temperature Prediction Models for the Climatic Conditions of Ghana

S Ntramah - 2023 - Department of Civil Engineering …

[引用][C] CAROLINE MAIZA DAPPER UNIVERSIDADE REGIONAL DO NOROESTE DO ESTADO DO RIO GRANDE DO SUL

DRS SAWICKI, DRRZ FRANTZ - 2021