Automated decision making in highway pavement preventive maintenance based on deep learning

J Li, G Yin, X Wang, W Yan - Automation in Construction, 2022 - Elsevier
Decision-making in highway preventive maintenance (PM) is generally costly and
complicated. An inappropriate maintenance strategy could yield a low efficiency of budget …

Comparison of Response Surface Methodology and Artificial Neural Network approach in predicting the performance and properties of palm oil clinker fine modified …

NSA Yaro, MH Sutanto, NZ Habib, M Napiah… - … and Building Materials, 2022 - Elsevier
Recently with the increase in traffic loading, the traditional materials used for road
construction deteriorate at a faster rate due to repetitive traffic loading which greatly …

Effect of crumb rubber and reclaimed asphalt pavement on viscoelastic property of asphalt mixture

Z Zhao, F Xiao, E Toraldo, M Crispino… - Journal of Cleaner …, 2023 - Elsevier
Crumb rubber and reclaimed asphalt pavement have been widely used in the application of
pavement engineering as they would greatly improve the high-temperature stability and …

Recycling potential of used crumb rubber for second-round asphalt modification

H Yu, Y Lin, J Yu, N Dong, J Jin, F Guo - Journal of Cleaner Production, 2022 - Elsevier
Crumb rubber (CR) has been widely applied to advance sustainable pavement technology.
Two major industrialization processes (dry and wet) are dominant in the practice. With the …

Rutting and strain characteristics of rubberized asphalt pavement based on accelerated pavement tester

Z Zhao, L Xu, X Guan, X Li, F Xiao - Journal of Cleaner Production, 2022 - Elsevier
This study aimed to investigate the rutting and strain characteristics of rubberized asphalt
rejuvenated reclaimed asphalt pavement (RARR). Accelerated pavement tester (APT) was …

Bond strength in dry condition of reclaimed asphalt modified by crumb rubber modified binder

AS Mohamed, F Xiao, C Hettiarachchi… - The Journal of …, 2023 - Taylor & Francis
Reclaimed asphalt modified by crumb rubber-modified binder aroused great interest due to
its advantage of using two waste materials without compromising the mechanical …

Evaluation of temperature sensitivity of recycled asphalt based on numerical analysis model and thermal analysis kinetics

P Yin, B Pan - Construction and Building Materials, 2022 - Elsevier
The use of recycled asphalt not only consumed a large amount of reclaimed asphalt
pavement (RAP), but also brought significant economic and social benefits. However, recent …

Predicting the recovery and nonrecoverable compliance behaviour of asphalt binders using artificial neural networks

A Hamid, H Baaj, M El-Hakim - Processes, 2022 - mdpi.com
Additives are widely used to enhance the rheological and performance properties of asphalt
binder to satisfy the demands of extreme loading and climatic conditions. Meanwhile, adding …

Investigating bonding mechanism of rubberized RAP asphalt mastic from rheological and physiochemical perspectives

AS Mohamed, Y Han, Z Cao, X Xu, F Xiao - Journal of Cleaner Production, 2023 - Elsevier
Considering the enormous amounts of virgin materials consumed in road construction and
rehabilitation, recycling reclaimed asphalt pavement has aroused great interest recently …

Implementation of deep neural networks and statistical methods to predict the resilient modulus of soils

R Polo-Mendoza, J Duque, D Mašín… - … Journal of Pavement …, 2023 - Taylor & Francis
ABSTRACT The Resilient Modulus (Mr) is perhaps the most relevant and widely used
parameter to characterise the soil behaviour under repetitive loading for pavement …