A multi-objective optimisation approach for sustainable pavement management

J Santos, A Ferreira, G Flintsch… - Structure and …, 2018 - Taylor & Francis
Addressing the multidimensional challenges involved in advancing the sustainability of
pavement systems requires the development of optimisation-based decision support system …

Reliability-based life-cycle cost design of asphalt pavement using artificial neural networks

J Xin, M Akiyama, DM Frangopol, M Zhang… - Structure and …, 2021 - Taylor & Francis
It is widely recognized that reliability-based optimization methodologies are rational and
promising tools to perform the life-cycle management (LCM) of civil engineering structures …

Network-based optimization system for pavement maintenance using a probabilistic simulation-based genetic algorithm approach

AA Elhadidy, EE Elbeltagi… - Journal of Transportation …, 2020 - ascelibrary.org
Forecasting future pavement performance is one of the main elements of an infrastructure
management system. Performance modeling, however, is not a simple task, particularly due …

A fuzzy logic expert system for selecting optimal and sustainable life cycle maintenance and rehabilitation strategies for road pavements

J Santos, C Torres-Machi, S Morillas… - International journal of …, 2022 - Taylor & Francis
Aged road pavements and insufficient maintenance budgets, along with increasing
concerns over the environmental issues related to transportation have introduced additional …

Parametric study of pavement deterioration using machine learning algorithms

A Fathi, M Mazari, M Saghafi, A Hosseini… - … Airfield and Highway …, 2019 - ascelibrary.org
The long-term pavement performance (LTPP) database is a valuable resource for studying
the performance of different pavement structures under various environmental and traffic …

Development of an artificial neural network model for asphalt pavement deterioration using LTPP data

N Solatifar, SM Lavasani - Journal of Rehabilitation in Civil …, 2020 - civiljournal.semnan.ac.ir
Deterioration models are the essential parts of any Pavement Management System (PMS).
These models are employed to predict future pavement situation based on existence …

Network-level pavement roughness prediction model for rehabilitation recommendations

N Kargah-Ostadi, SM Stoffels… - Transportation …, 2010 - journals.sagepub.com
Pavement performance models are key components of any pavement management system
(PMS). These models are used in a network-level PMS to predict future performance of a …

[HTML][HTML] Multi-objective optimization in highway pavement maintenance and rehabilitation project selection and scheduling: A state-of-the-art review

M Pourgholamali, S Labi, KC Sinha - Journal of Road Engineering, 2023 - Elsevier
The motivation for cost-effective management of highway pavements is evidenced not only
by the massive expenditures associated with these activities at a national level but also by …

Two-stage multiobjective optimization of maintenance scheduling for pavements

R Denysiuk, AV Moreira, JC Matos… - Journal of …, 2017 - ascelibrary.org
Pavements heavily influence the management costs in highway networks. Operating
pavements represents a challenging task involving complex decisions on the application of …

Multi-objective optimization model using constraint-based genetic algorithms for Thailand pavement management

P HERABAT, A TANGPHAISANKUN - … of the Eastern Asia Society for …, 2005 - jstage.jst.go.jp
Mature infrastructures require proper maintenance treatments. Highway agencies often face
with limited maintenance budget which may result a large backlogs of maintenance works in …