Establishment of prediction models of asphalt pavement performance based on a novel data calibration method and neural network

L Yao, Q Dong, J Jiang, F Ni - Transportation Research …, 2019 - journals.sagepub.com
This paper aims to develop models to forecast the deterioration of pavement conditions
including rutting, roughness, skid-resistance, transverse cracking, and pavement surface …

Evaluation of pavement roughness using an android-based smartphone

W Aleadelat, K Ksaibati, CHG Wright… - Journal of Transportation …, 2018 - ascelibrary.org
Modern smartphones are equipped with many useful sensors, such as gyroscopes,
magnetometers, global positioning system (GPS) receivers, and three-dimensional (3D) …

Estimation of pavement serviceability index through android-based smartphone application for local roads

W Aleadelat, K Ksaibati - Transportation research record, 2017 - journals.sagepub.com
The Wyoming Technology Transfer Center is in the process of developing a pavement
management system (PMS) for county paved roads in Wyoming. This PMS uses the present …

Best practices to support and improve pavement management systems for low-volume paved roads

M Hafez, K Ksaibati, R Atadero - International Journal of Pavement …, 2019 - Taylor & Francis
The most important issue in managing low-volume roads (LVRs) is to define standards and
practices applied on roads. In recent years, transportation agencies have dealt with …

Missing pavement performance data imputation using graph neural networks

L Gao, K Yu, P Lu - Transportation research record, 2022 - journals.sagepub.com
Pavement condition data is important for providing information on the current state of the
network and determining the needs of preventive maintenance or rehabilitation treatments …

Low‐Cost Portable Road Smoothness Testing Method Based on Pseudo‐Vibration Velocity Range

H Jiang, X Tong, Y Zhang, Z Ye, J Li… - Advances in Civil …, 2024 - Wiley Online Library
Road smoothness not only directly affects the safety and comfort of vehicle travel but also
relates to the efficiency and cost‐effectiveness of road maintenance. Traditional road …

Comparing of Data Collection for Network Level Pavement Management of Urban Roads and Highways

H Wang, Z Xu, L Yue - Journal of Advanced Transportation, 2020 - Wiley Online Library
Pavement condition data are collected by agencies to support pavement management
system (PMS) for decision‐making purpose as well as to construct performance model. The …

Pavement Missing Condition Data Imputation through Collective Learning-Based Graph Neural Networks

K Yu, L Gao - … Conference on Transportation and Development 2023, 2023 - ascelibrary.org
Pavement condition data is important in providing information regarding the current state of
the road network and in determining the needs of maintenance and rehabilitation …

Study of pavement unevenness using sensor-based smartphone software

MK Arora, MR Patel, A Titiksh - Recent Trends in Civil Engineering: Select …, 2020 - Springer
Pavement surface monitoring has been a challenging activity historically in transport
infrastructure management. Many researches have proposed a solution to check and control …

Life-Cycle Cost Analysis Framework to Support Data Procurement Strategies for Infrastructure Assets

B Leo, O Swei - Journal of Infrastructure Systems, 2021 - ascelibrary.org
The collection of infrastructure performance data is critical for agencies to cost-effectively
maintain and preserve their existing assets. This paper presents a decision-support tool …