Modeling the international roughness index performance on semi-rigid pavements in single carriageway roads

H Pérez-Acebo, H Gonzalo-Orden, DJ Findley… - Construction and building …, 2021 - Elsevier
Pavement deterioration models are a vital feature in any pavement management system
since they are capable of predicting the evolution of pavement characteristics. Pavement …

Applicability of the international roughness index as a predictor of asphalt pavement condition

K Park, NE Thomas, K Wayne Lee - Journal of Transportation …, 2007 - ascelibrary.org
This note establishes the relationship between the surface distress of an asphalt pavement
and its roughness, as conveyed respectively by the pavement condition index (PCI) and the …

RETRACTED: Li et al. Identifying Asphalt Pavement Distress Using UAV LiDAR Point Cloud Data and Random Forest Classification. ISPRS Int. J. Geo-Inf. 2019, 8 …

Z Li, C Cheng, MP Kwan, X Tong, S Tian - 2019 - mdpi.com
IJGI | Free Full-Text | RETRACTED: Li et al. Identifying Asphalt Pavement Distress Using UAV
LiDAR Point Cloud Data and Random Forest Classification. ISPRS Int. J. Geo-Inf. 2019, 8, 39 …

Modeling the pavement serviceability ratio of flexible highway pavements by artificial neural networks

S Terzi - Construction and Building Materials, 2007 - Elsevier
The term “present serviceability” was adopted to represent the momentary ability of
pavement to serve traffic, and the performance of the pavement was represented by its …

Soft computing applications in infrastructure management

GW Flintsch, C Chen - Journal of Infrastructure Systems, 2004 - ascelibrary.org
Infrastructure management decisions, such as condition assessment, performance
prediction, needs analysis, prioritization, and optimization are often based on data that is …

Comparison of fuzzy AHP and fuzzy TOPSIS for road pavement maintenance prioritization: methodological exposition and case study

YO Ouma, J Opudo… - Advances in Civil …, 2015 - Wiley Online Library
For road pavement maintenance and repairs prioritization, a multiattribute approach that
compares fuzzy Analytical Hierarchy Process (AHP) and fuzzy Technique for Order …

Road anomalies detection system evaluation

N Silva, V Shah, J Soares, H Rodrigues - Sensors, 2018 - mdpi.com
Anomalies on road pavement cause discomfort to drivers and passengers, and may cause
mechanical failure or even accidents. Governments spend millions of Euros every year on …

Application of neural network model to forecast short-term pavement crack condition: Florida case study

Z Lou, M Gunaratne, JJ Lu, B Dietrich - Journal of infrastructure …, 2001 - ascelibrary.org
Certain highway agencies such as the Florida Department of Transportation use the crack
index (CI) to enumerate pavement cracking and determine the rehabilitation priorities. Thus …

Pavement performance prediction through fuzzy regression

NF Pan, CH Ko, MD Yang, KC Hsu - Expert Systems with Applications, 2011 - Elsevier
Accurate predictions of future pavement conditions are essential for determining the most
cost-effective maintenance strategy. The current methods for assessing pavement conditions …

Use of recurrent neural networks considering maintenance to predict urban road performance in Beijing, China

Y Deng, F Li, S Zhou, S Zhang… - … Transactions of the …, 2023 - royalsocietypublishing.org
A correct understanding of the pavement performance change law forms the premise of the
scientific formulation of maintenance decisions. This paper aims to develop a predictive …