Prediction of remaining service life of pavement using an optimized support vector machine (case study of Semnan–Firuzkuh road)
N Karballaeezadeh, D Mohammadzadeh S… - Engineering …, 2019 - Taylor & Francis
Accurate prediction of the remaining service life (RSL) of pavement is essential for the
design and construction of roads, mobility planning, transportation modeling as well as road …
design and construction of roads, mobility planning, transportation modeling as well as road …
Comparative analysis of machine learning models for prediction of remaining service life of flexible pavement
Prediction of the remaining service life (RSL) of pavement is a challenging task for road
maintenance and transportation engineering. The prediction of the RSL estimates the time …
maintenance and transportation engineering. The prediction of the RSL estimates the time …
A probabilistic approach to detect structural problems in flexible pavement sections at network level assessment
Presently, most of the road agencies use Non-Destructive (NDT) tools to help them prioritise
pavement maintenance and rehabilitation (M&R) activities at the network level, thus …
pavement maintenance and rehabilitation (M&R) activities at the network level, thus …
Prediction of critical responses in full-depth asphalt pavements using the falling weight deflectometer deflection basin parameters
Even though critical strain is the most reliable parameter for evaluating pavement structural
conditions, it is difficult to regularly measure for in-service pavements. This study conducted …
conditions, it is difficult to regularly measure for in-service pavements. This study conducted …
Structural health assessment of pavement sections in the southern central United States using FWD parameters
Various Departments of Transportation in the South-Central States and elsewhere have
made extensive use of the Non-Destructive Testing (NDT) surface deflection bowl data. The …
made extensive use of the Non-Destructive Testing (NDT) surface deflection bowl data. The …
Prediction of Multi-layered Pavement Moduli Based on Falling Weight Deflectometer Test Using Soft Computing Approaches
B Phulsawat, A Senjuntichai, T Senjuntichai - Transportation Infrastructure …, 2024 - Springer
The application of supervised machine learning algorithms to provide solutions for various
civil engineering problems is an emerging trend. This paper presents the utilization of …
civil engineering problems is an emerging trend. This paper presents the utilization of …
Development of comprehensive deflection parameters to evaluate the structural capacity of flexible pavements at the network level
Pavement deflection has been used widely as a nondestructive technique to evaluate the
structural capacity of pavements at both network and project levels. Current devices include …
structural capacity of pavements at both network and project levels. Current devices include …
Calibration of Effective Structural Number and Tensile Strain Models Using Traffic Speed Deflectometer (TSD) Data for Enhanced Project-Level Assessment on …
Pavement deterioration models provide the basis for predicting future changes in network
conditions, estimating future funding needs, and determining the effectiveness and timing of …
conditions, estimating future funding needs, and determining the effectiveness and timing of …
Structural analysis for APT sections based on deflection parameters
E Camacho-Garita, R Puello-Bolaño… - Transportation …, 2019 - journals.sagepub.com
This paper reviews the use of pavement structural condition indicators determined through
deflection measurements as a means to monitor structural capacity. The deflection …
deflection measurements as a means to monitor structural capacity. The deflection …
Simplified approach for structural evaluation of flexible pavements at the network level
M Souliman, S Romanoschi, S Dessouky… - 2018 - rosap.ntl.bts.gov
Currently, there are few available simple procedures to identify structurally weak pavement
sections utilizing Falling Weight Deflectometer (FWD) data at the network level (eg, city, state …
sections utilizing Falling Weight Deflectometer (FWD) data at the network level (eg, city, state …