Impact analysis of traffic loading on pavement performance using support vector regression model

J Zhao, H Wang, P Lu - International Journal of Pavement …, 2022‏ - Taylor & Francis
This study aims to use traditional regression model and machine learning method to analyse
the impact of traffic loading on pavement performance. Pavement condition data were …

The pavements cost due to traffic overloads

JC Pais, H Figueiras, P Pereira… - International Journal of …, 2019‏ - Taylor & Francis
The traffic on roads is characterised by a large number of different vehicle types; these
vehicles are considered in the pavement design by converting their effects through the use …

Characterization and quantification of traffic load spectra in Texas overweight corridors and energy sector zones

RS Ashtiani, A Morovatdar, C Licon, C Tirado… - 2019‏ - rosap.ntl.bts.gov
Energy-related activities such as natural gas and crude oil production in Texas have created
large volumes of overweight (OW) truck operations, resulting in expedited deterioration and …

Evaluating the impact of overweight trucks on rigid pavement performance using AASHTOWare pavement ME design

N Citir, P Gopisetti, H Ceylan, S Kim - Road Materials and …, 2024‏ - Taylor & Francis
The purpose of this study is to evaluate the impact of overweight vehicles on pavement
performance over its design life, with Jointed Plain Concrete Pavements (JPCPs) particularly …

[HTML][HTML] Mechanistic–empirical analysis of pavement performance considering dynamic axle load spectra due to longitudinal unevenness

J Zhao, H Wang, P Lu, J Chen - Applied Sciences, 2022‏ - mdpi.com
Pavement distresses are induced by mechanistic responses in pavement structure
subjected to dynamic loads of moving vehicles. Pavement surface evenness deteriorates as …

Development of a mechanistic framework to predict pavement service life using axle load spectra from Texas overload corridors

A Morovatdar, RS Ashtiani, C Licon Jr - International Conference on …, 2020‏ - ascelibrary.org
In the past decade, Texas has experienced an alarming increase in the over-weight (OW)
truck operations associated with the energy development activities, resulting in expedited …

Statistical distributions of pavement damage associated with overweight vehicles: Methodology and case study

D Batioja-Alvarez, SF Kazemi, EY Hajj… - Transportation …, 2018‏ - journals.sagepub.com
The trucking industry is the primary mode of transporting for goods and commodities in the
United States. Currently, there is an increasing trend in the use of overweight (OW) vehicles …

Weigh-in-Motion Data-Driven Pavement Performance Prediction Models

MA Sujon - 2023‏ - search.proquest.com
The effective functioning of pavements as a critical component of the transportation system
necessitates the implementation of ongoing maintenance programs to safeguard this …

Analysis of overweight vehicles on asphalt pavement performance using accelerated failure time models

M Zhang, H Gong, Y Ma, R **ao… - International Journal of …, 2022‏ - Taylor & Francis
Vehicle overweighting has been one of the key driving forces of deteriorated pavements.
The overweighting characteristics that dominate the pavement performance deterioration …

Sensitivity and Accuracy Assessment of Vehicle Weigh-in-Motion System Measurement Errors Using In-Pavement Strain-Based Sensors

P Lu, D Tolliver, X Yang, J Zhao, Y Huang, H Wang… - 2024‏ - rosap.ntl.bts.gov
The rapid increase in traffic volume and heavy vehicle loads is causing accelerated
deterioration of pavement infrastructure worldwide. This research investigates the impact of …