Data analysis in pavement engineering: An overview

Q Dong, X Chen, S Dong, F Ni - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Extensive studies on data analysis have been conducted to address pavement engineering
problems including material and structure design, performance evaluation, maintenance …

30 years of microsurfacing: A review

B Broughton, SJ Lee, YJ Kim - International Scholarly Research …, 2012 - Wiley Online Library
Microsurfacing has been utilized in the United States since 1980 as a maintenance
treatment for pavement. This paper reviews the benefits, limitations, and factors that …

Optimal long‐term infrastructure maintenance planning accounting for traffic dynamics

MW Ng, DY Lin, ST Waller - Computer‐Aided Civil and …, 2009 - Wiley Online Library
Periodic infrastructure maintenance is crucial for a safe and efficient transportation system.
Numerous decision models for the maintenance planning problem have been proposed in …

IRI prediction model for use in network-level pavement management systems

F Dalla Rosa, L Liu, NG Gharaibeh - Journal of transportation …, 2017 - ascelibrary.org
This paper describes the development and validation of an empirical model for predicting
the International Roughness Index (IRI) over time. The model is designed to balance …

Development of distress condition index of asphalt pavements using LTPP data through structural equation modeling

X Chen, Q Dong, H Zhu, B Huang - Transportation Research Part C …, 2016 - Elsevier
Traditional pavement distress index such as the Pavement Condition Index (PCI) developed
by US Army Corps of Engineers determines coefficients of distresses based on subjective …

Eco-based pavement lifecycle maintenance scheduling optimization for equilibrated networks

C Liu, Y Du, SC Wong, G Chang, S Jiang - Transportation Research Part D …, 2020 - Elsevier
This paper proposes a bi-level mathematical programming framework for pavement
maintenance to minimize fuel consumption in equilibrated networks. The proposed model …

Condition evaluation of urban metro shield tunnels in Shanghai through multiple indicators multiple causes model combined with multiple regression method

X Chen, X Li, H Zhu - Tunnelling and Underground Space Technology, 2019 - Elsevier
Many existing condition evaluations of metro shield tunnels are developed based on the
experts' judgments or single deformation/defect measurements. In addition, the influence of …

Optimal threshold-based network-level transportation infrastructure life-cycle management with heterogeneous maintenance actions

JC Chu, YJ Chen - Transportation Research Part B: Methodological, 2012 - Elsevier
Transportation infrastructure life-cycle management deals with maintenance decision
making of transportation facilities such as pavement, bridges, and railways under budget …

Integrative modeling of performance deterioration and maintenance effectiveness for infrastructure assets with missing condition data

P Lin, XX Yuan, E Tovilla - Computer‐Aided Civil and …, 2019 - Wiley Online Library
Deterioration modeling is an important analytical component in infrastructure asset
management. It concerns the prediction of performance and remaining service life of assets …

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 …