A review on empirical methods of pavement performance modeling

A Hu, Q Bai, L Chen, S Meng, Q Li, Z Xu - Construction and Building …, 2022‏ - Elsevier
This paper conducts a comprehensive review of empirical methods of pavement
performance modeling. The paper firstly analyzes performance measures used in existing …

Research trends in pavement management during the first years of the 21st century: A bibliometric analysis during the 2000–2013 period

H Pérez-Acebo, A Linares-Unamunzaga, R Abejón… - Applied Sciences, 2018‏ - mdpi.com
A bibliometric analysis based on Scopus database was carried out to identify the global
research trends related to pavement management area from 2000 to 2013, and to improve …

Characterizing the performance of interstate flexible pavements using artificial neural networks and random parameters regression

MS Yamany, TU Saeed, M Volovski… - Journal of Infrastructure …, 2020‏ - ascelibrary.org
Past studies developed pavement performance models using data from all or multiple states
across the United States. This study hypothesized that due to variation in agency practices …

[HTML][HTML] Framework for prioritizing infrastructure user expectations using Quality Function Deployment (QFD)

AA Bolar, S Tesfamariam, R Sadiq - International Journal of Sustainable …, 2017‏ - Elsevier
Customer involvement in infrastructure maintenance activities is a complex process due to
various decision-making parameters surrounding maintenance. Compared to manufacturing …

Performance models for hot mix asphalt pavements in urban roads

U Kırbaş, M Karaşahin - Construction and Building Materials, 2016‏ - Elsevier
The correct budget allocation for road maintenance, which represents a significant
infrastructure investment in urban roads, requires the accurate prediction of the deterioration …

Rigid pavement performance models by means of Markov Chains with half-year step time

H Pérez-Acebo, N Mindra, A Railean… - International Journal of …, 2019‏ - Taylor & Francis
Pavement management systems employ pavement performance models to plan the most
effective allocation of public funds. The most used models are the deterministic and the …

Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities

D Mizutani, XX Yuan - Computer‐Aided Civil and Infrastructure …, 2023‏ - Wiley Online Library
Markov chains have been widely used to characterize performance deterioration of
infrastructure assets, to model maintenance effectiveness, and to find the optimal …

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 …

Comparative analysis of Markovian methodologies for modeling infrastructure system performance

MS Yamany, DM Abraham, S Labi - Journal of Infrastructure …, 2021‏ - ascelibrary.org
Various types of Markov chain methodologies have been used in past research to develop
stochastic performance models for infrastructure systems—the staged-homogeneous …

Evaluating and quantifying segregation in asphalt pavement construction: A state-of-the-practice survey

J Shi, H Gong, L Cong, H Liang, M Ren - Construction and Building …, 2023‏ - Elsevier
Asphalt pavement construction requires accurate, rapid, and continuous quality evaluation.
As a primary defect appearing in construction, segregation significantly reduces the …