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 …

[PDF][PDF] Prediction of rutting in flexible pavements using finite element method

M Asim, M Ahmad, M Alam, S Ullah, MJ Iqbal, S Ali - Civ. Eng. J, 2021 - researchgate.net
In this research study three dimensional (3D) finite element analysis are performed on a
flexible pavement section for different material properties, temperature and loading …

[HTML][HTML] Mechanical feasibility of asphalt materials for pavement solar collectors: Small-scale laboratory characterization

M Pasetto, A Baliello, G Giacomello, E Pasquini - Applied Sciences, 2022 - mdpi.com
Rutting (ie, depressions along the wheel path) is a distress exhibited by flexible asphalt
pavements at high in-service temperatures negatively affecting ride comfort and safety. In …

Analysis of airfield composite pavement rutting using full-scale accelerated pavement testing and finite element method

J Ling, L Ren, Y Tian, J Gao, L Man - Construction and Building Materials, 2021 - Elsevier
Rutting is a typical distress of hot-mix asphalt (HMA) overlays on airfield composite
pavements (ACPs). An approach is needed that can provide comprehensive and reliable …

[HTML][HTML] Performance of enhanced problematic soils in roads pavement structure: Numerical simulation and laboratory study

GMS Abdullah - Sustainability, 2023 - mdpi.com
The deficiency of high-quality soils in Saudi Arabia's southern and northern regions, as well
as along the Arabian Gulf coasts, is regarded as one of the most common issues with the …

Using Plaxis 2D finite element modeling to assess bearing capacity of Sultana's soil in Najran Region, Kingdom of Saudi Arabia

GMS Abdullah - Materials Today: Proceedings, 2022 - Elsevier
In this paper, a numerical model was developed using finite element software, Plaxis 2D, to
assess the bearing capacity of the Sultana's soil in Najran Region, Saudi Arabia. The square …

Application of a novel linear-viscous approach to predict permanent deformation in simulative inverted pavements

I Ahmed, N Thom, SBA Zaidi, JS Carvajal-Munoz… - … and Building Materials, 2021 - Elsevier
This manuscript is a part of a novel investigative approach focusing on the design of inverted
pavements in the United Kingdom. This paper reports the permanent deformation response …

Numerical Analysis of Time-Dependent Strength and Stiffness in Palm Oil Fuel Ash-Stabilized Soil: Early and Long-Term Effects

NAW Al-Dalain, AMA Ezreig… - Civil Engineering Journal, 2024 - civilejournal.org
Over the years, investigating the behavior of soft soil, stabilized using different techniques,
has been recognized as a critical priority for geotechnical engineers. Numerous soil …

基于足尺试验的机场沥青道面轮辙发展与预测

李岳, 刘文俊, 蔡靖, 赵夫朋 - 西南交通大学学报, 2022 - xnjdxb.swjtu.edu.cn
轮辙是引起沥青道面过早破坏的重要因素, 飞机地面滑行渠化交通显著, 由轮辙病害引起的道面
平整度与舒适性问题突出. 为此, 建立飞机轮组-地基-沥青道面结构体系仿真分析模型 …

Development and Prediction of Ruts in Airport Asphalt Pavement Based on Full-Scale Test

LI Yue, LIU Wenjun, CAI Jing, Z Fupeng - 西南交通大学学报, 2022 - xnjdxb.swjtu.edu.cn
Ruts can be one of the key reasons for early damage of asphalt pavement. Due to the
channelized traffic characteristics of aircraft taxiing, the evenness and comfort of airport …