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 …

[HTML][HTML] Intelligent pavement condition survey: overview of current researches and practices

AA Zhang, J Shang, B Li, B Hui, H Gong, L Li… - Journal of Road …, 2024 - Elsevier
Automated pavement condition survey is of critical importance to road network management.
There are three primary tasks involved in pavement condition surveys, namely data …

Intelligent decision-making model in preventive maintenance of asphalt pavement based on PSO-GRU neural network

J Li, Z Zhang, X Wang, W Yan - Advanced Engineering Informatics, 2022 - Elsevier
The milage of asphalt pavement growth explosively around the world in the past decades
resulted in a tremendous maintenance workload. Preventive maintenance (PM) is an …

Prediction model of asphalt pavement functional and structural performance using PSO-BPNN algorithm

M Xiao, R Luo, Y Chen, X Ge - Construction and Building Materials, 2023 - Elsevier
The rapid expansion of expressway mileage has resulted in a significant maintenance
workload. Accurately predicting pavement performance is an effective approach to cost …

[HTML][HTML] Dynamic modulus prediction model and analysis of factors influencing asphalt mixtures using gray relational analysis methods

M Zhang, H Zhao, L Fan, J Yi - Journal of Materials Research and …, 2022 - Elsevier
In the design of asphalt pavement, the dynamic modulus of the asphalt mixture is an
indispensable parameter used for checking the fatigue cracking and permanent deformation …

Environmental and economic comparison of semi-rigid and flexible base asphalt pavement during construction period

R Zhang, N Tang, H Zhu, J Zeng, Y Bi, Y Xi - Journal of Cleaner Production, 2022 - Elsevier
Sustainable design of pavements is necessary for achieving carbon neutrality, which is the
important goal for green pavements. In order to investigate the impacts of major design …

Decision-making optimization model for the targeted sustainable maintenance of a complex road network

L Cao, T Tan, X Hou, Z Dong - Journal of Cleaner Production, 2024 - Elsevier
With the continuous expansion of highway construction scale, a complex road network can
be divided into multiple subnetworks in accordance with any criteria, such as highway class …

Comprehensive evaluation of very thin asphalt overlays with different aggregate gradations and asphalt materials based on AHP and TOPSIS

Q Ai, J Huang, S Du, K Yang, H Wang - Buildings, 2022 - mdpi.com
Very thin asphalt overlays (VTAOs) have been widely used as a cost-effective preventive
maintenance measure in various countries. However, because of the complex combinations …

Determining the Essential Criteria for Choosing Appropriate Methods for Maintenance and Repair of Iraqi Healthcare Building Facilities

DWM Chan, DA Sadeq, H Sarvari, DJ Edwards… - Buildings, 2023 - mdpi.com
Today, building maintenance and repair (M&R) is a neglected aspect of the construction
business throughout a building's entire life cycle. Selecting appropriate M&R strategies is …

[HTML][HTML] Using an Airport Pavement Management System to Optimize the Influence of Maintenance Alternatives on Operating Conditions

A Di Graziano, A Costa, E Ragusa - Applied Sciences, 2024 - mdpi.com
In the airport pavement management systems (APMSs), a focus point is the decision-making
process. It enables finding the optimal strategy for maintaining a flight infrastructure in …