Results 1 to 10 of about 148 (127)
Engineering Proceedings, 2023 In order to maintain a suitable road pavement level with limited resources, a management system must be established. In order to achieve this goal, a program using AI (artificial intelligence) was developed to manage and evaluate a sizable volume of ...
Seungyeon Han +5 more
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Real-World Application of Non-Destructive Pavement Health Monitoring Sensors [PDF]
SensorsMonitoring road pavement conditions is a fundamental activity in road network management. A well-structured pavement management system (PMS) is based on the continuous collection of data on pavement conditions throughout the road’s life cycle.
Alessandro Di Graziano +4 more
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Building an Augmented Reality Experience on Top of a Smart Pavement Management System
Buildings, 2022 Pavement Management Systems (PMS) offers a systematic collection, storage, analysis, and modeling of road condition data to optimize resources across a road network.
Maryam Moradi, Gabriel J. Assaf
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A Bayesian decision support system for optimizing pavement management programs [PDF]
HeliyonOver time, the pavement deteriorates due to traffic and the environment, resulting in poor riding quality and structural inadequacies. Evaluating pavement condition over time is thus a critical component of any pavement management system (PMS) to extend ...
Babitha Philip, Hamad AlJassmi
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A physic-guided YOLO framework for pavement deformation distress detection [PDF]
Scientific ReportsThis research develops an automated methodology for detecting and assessing deformation pavement distress such as rutting and corrugation, using deep learning algorithms. Utilizing a dataset of road images, various YOLO algorithms were initially explored
Dorna Sheikholeslami +4 more
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How Prediction Accuracy Can Affect the Decision-Making Process in Pavement Management System
Infrastructures, 2021 One of the most important components of pavement management systems is predicting the deterioration of the network through performance models. The accuracy of the prediction model is important for prioritizing maintenance action. This paper describes how
Seyed Amirhossein Hosseini, Omar Smadi
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Applied Sciences, 2021 Mathematical expression of the deterioration of individual pavement parameters is, from the point of optimal repair and maintenance strategy decision-making process, an important part of the application of any pavement management system (PMS).
Matúš Kozel +6 more
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Development of An Artificial Neural Network Model for Asphalt Pavement Deterioration Using LTPP Data [PDF]
Journal of Rehabilitation in Civil Engineering, 2020 Deterioration models are the essential parts of any Pavement Management System (PMS). These models are employed to predict future pavement situation based on existence condition, parameters causing deterioration and implications of various maintenance ...
Nader Solatifar, S. Mohammad Lavasani
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Infrastructures, 2022 The implementation of the digitalization of the linear infrastructure is growing rapidly and new methods for developing BIM-oriented digital models are increasing.
Fabrizio D’Amico +4 more
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Investigating effects of asphalt pavement conditions on traffic accidents in Tennessee based on the pavement management system (PMS) [PDF]
Journal of Advanced Transportation, 2010 AbstractPavement maintenance is essential for ensuring good riding quality and avoiding traffic congestion, air pollution, and accidents. Improving road safety is one of the most important objectives for pavement management systems. This study utilized the Tennessee Pavement Management System (PMS) and Accident History Database (AHD) to investigate the
Chun Yip Chan +3 more
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