Coordination of user and agency costs using two-level approach for pavement management optimization

AV Moreira, TF Fwa, JRM Oliveira… - Transportation …, 2017 - journals.sagepub.com
Pavement maintenance and rehabilitation programming requires the consideration of
conflicting objectives to optimize its life-cycle costs. While there are several approaches to …

Hybrid approach to incorporate preventive maintenance effectiveness into probabilistic pavement performance models

MS Yamany, DM Abraham - Journal of Transportation Engineering …, 2021 - ascelibrary.org
Various methodologies are being developed to build and improve probabilistic pavement
performance models that have high prediction capabilities. However, the effectiveness of …

Predicting pavement roughness using deep learning algorithms

Q Zhou, E Okte, IL Al-Qadi - Transportation Research …, 2021 - journals.sagepub.com
Transportation agencies should measure pavement performance to appropriately strategize
road preservation, maintenance, and rehabilitation activities. The international roughness …

Explainable highway performance degradation prediction model based on LSTM

X Sun, H Wang, S Mei - Advanced Engineering Informatics, 2024 - Elsevier
With the dense and huge highway network in China, the highway maintenance
management system has become the most concerned issue for Chinese highway managers …

Evolutionary and swarm intelligence algorithms on pavement maintenance and rehabilitation planning

H Naseri, M Shokoohi, H Jahanbakhsh… - … Journal of Pavement …, 2022 - Taylor & Francis
ABSTRACT Maintenance and Rehabilitation (M&R) scheduling is one of the vital aspects of
a pavement management system (PMS). This study aims to establish accurate M&R plans …

IRI deterioration model for asphalt concrete pavements: capturing performance improvements over time

A Onayev, O Swei - Construction and Building Materials, 2021 - Elsevier
Pavement deterioration models are an essential component of performance-based
management of transportation infrastructure. This study aims to improve existing techniques …

A multi-objective optimization-based pavement management decision-support system for enhancing pavement sustainability

J Santos, A Ferreira, G Flintsch - Journal of Cleaner Production, 2017 - Elsevier
Current practice adopted by highway agencies with regards to pavement management, has
mostly consisted of employing life cycle costs analysis (LCCA) systems to evaluate the …

Establishing optimal project-level strategies for pavement maintenance and rehabilitation–A framework and case study

M Irfan, MB Khurshid, Q Bai, S Labi… - Engineering …, 2012 - Taylor & Francis
This article presents a framework and an illustrative example for identifying the optimal
pavement maintenance and rehabilitation (M&R) strategy using a mixed-integer nonlinear …

Decision support system for the maintenance management of road network considering multi-criteria

S Ramachandran, C Rajendran… - International Journal of …, 2019 - Springer
Maintenance management of a large road network with limited resources is a challenging
task in developing countries like India. Road agencies expect that the condition of their road …

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 …