An intelligent decision-making framework for asphalt pavement maintenance using the clustering-PageRank algorithm

C Han, M Fang, T Ma, H Cao, H Peng - Engineering Optimization, 2020 - Taylor & Francis
With ever-increasing road mileages worldwide, more pavement deterioration and ageing
present great challenges to the maintenance and rehabilitation (M&R) of road pavement. In …

Life-cycle cost analysis of optimal timing of pavement preservation

Z Wang, H Wang - Frontiers of Structural and Civil Engineering, 2017 - Springer
Optimal application of pavement preservation or preventive maintenance is critical for
highway agencies to allocate the limited budget for different treatments. This study …

Multi-objective decision support system for large-scale network pavement maintenance and rehabilitation management to enhance sustainability

W Chen, M Zheng, C Lu, N Tian, X Ding, N Li - Journal of Cleaner …, 2022 - Elsevier
Process of sustainable pavement maintenance and rehabilitation (M&R) management can
be conducted using various technological and organizational systems. Such systems must …

[HTML][HTML] Integration of deep learning techniques and sustainability-based concepts into an urban pavement management system

T García-Segura, L Montalbán-Domingo… - Expert Systems with …, 2023 - Elsevier
Pavement management systems (PMS) were typically developed to manage interurban
networks. This paper presents an urban pavement management system (UM-PMS) that …

Flexible pavements and climate change: impact of climate change on the performance, maintenance, and life-cycle costs of flexible pavements

Y Qiao - 2015 - eprints.nottingham.ac.uk
Flexible pavements are environmentally sensitive elements of infrastructure and their
performance can be influenced by climate. Climate change poses a challenge to design and …

Pavement pre-and post-treatment performance models using LTPP data

P Lu, D Tolliver - Journal of the Transportation Research …, 2012 - ageconsearch.umn.edu
This paper determines that pavement performance in International Roughness Index (IRI) is
affected by exogenous interventions such as pavement age, precipitation level, freeze-thaw …

Estimating optimum timing for preventive maintenance treatment to mitigate pavement roughness

SW Haider, MB Dwaikat - Transportation research record, 2011 - journals.sagepub.com
The evaluation of pavement preservation interventions is the most important component of a
pavement management system. A rational methodology is needed to evaluate pavement …

Asphalt pavement health prediction based on improved transformer network

C Han, T Ma, L Gu, J Cao, X Shi… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Neural network-based models have been implemented to predict various health indicators
of asphalt pavement using pavement historical detection data. Unfortunately, their accuracy …

Performance-based design of asphalt pavements concerning the reliability analysis

Y Norouzi, SH Ghasemi, AS Nowak, M Jalayer… - … and Building Materials, 2022 - Elsevier
Fatigue is one of the most common types of distress in asphalt pavement due to traffic
loading. Pavements are steadily deteriorating from a long-term issue of cracking resulting in …

Bridge maintenance planning framework using machine learning, multi-attribute utility theory and evolutionary optimization models

H Jaafaru, B Agbelie - Automation in Construction, 2022 - Elsevier
Although various tools and procedures have been developed to help transportation
engineers objectively evaluate bridge maintenance needs, selecting and scoping projects …