Results 21 to 30 of about 323 (171)

Automated Pavement Condition Index Assessment with Deep Learning and Image Analysis: An End-to-End Approach [PDF]

Sensors
The degradation of road pavements due to environmental factors is a pressing issue in infrastructure maintenance, necessitating precise identification of pavement distresses.
Eldor Ibragimov, Yongsoo Kim, Jung Hee Lee, Junsang Cho, Jong-Jae Lee   +4 more
doaj   +2 more sources

Predicting pavement condition index using artificial neural networks approach

Ain Shams Engineering Journal, 2022
Pavement Condition Index (PCI) is a numerical assessment of pavement conditions based on existing distresses. The PCI values are used for pavement management and rehabilitation programs. Calculating the PCIs using conventional method relies on collecting
Amjad Issa, Haya Samaneh, Mohammad Ghanim   +2 more
doaj   +3 more sources

A software for predicting Pavement Condition Index (PCI) using machine learning for practical decision‑making with an exclusion approach

SoftwareX
In Palestine and other resource‑constrained settings, determining the Pavement Condition Index (PCI) requires exhaustive visual surveys of up to 19 distress types, which is a process that is both time‑consuming and costly to obtain.
Huthaifa I. Ashqar, Amjad Issa, Sari Masri   +2 more
doaj   +3 more sources

ANALISIS TINGKAT KERUSAKAN JALAN TOL

Teras Jurnal: Jurnal Teknik Sipil, 2021
JAbstrak   Jalan Tol Pemalang-Batang merupakan bagian dari jalan tol Tans Jawa yang terbentang sepanjang 39,2 kilometer (km). Jalan Tol merupakan jalan berbayar dan pelayanan harusnya lebih baik dari pada jalan non tol.
Anton Budiharjo, Dimas Wisnu Haryoko, Kornelius Jepriadi   +2 more
doaj   +1 more source

Development of Korea Airport Pavement Condition Index for Panel Rating

Applied Sciences, 2022
Airports strive to prevent safety issues, such as foreign object debris (FOD), by pavement management using the pavement condition index (PCI). The index is used in decision-making processes for overall pavement maintenance and repair, such as the ...
Nam-Hyun Cho, Hong-Joon Kwon, Young-Chan Suh, Jangrak Kim   +3 more
doaj   +1 more source

Development of a flexible pavement condition index for urban road network

Transportes, 2022
In the urban pavement management, it is essential to develop urban pavement condition indexes to support Municipal Secretariat for Infrastructure on decisions making in relation to maintenance and rehabilitation (M&R).
Tairone Paz e Albuquerque, Ricardo Almeida de Melo, Lucas Matheus Bezerra de Morais, Lucas Quintino Lira Oliveira, Azamor Cirne de Azevedo Filho   +4 more
doaj   +1 more source

Considering a New Sample Unit Definition for Pavement Condition Index [PDF]

Civil Engineering Infrastructures Journal, 2019
One of the main components of pavement management system (PMS) is pavement evaluation. Several indices have been defined for the evaluation of existing pavement. The Pavement Condition Index (PCI) is a common index used for pavement evaluation.
alireza khavandi khiavi, Mohammad Naghiloo, Ramin Rasouli   +2 more
doaj   +1 more source

Development of Regression Models for Predicting Pavement Condition Index from the International Roughness Index

Journal of Engineering, 2020
Flexible pavements are considered an essential element of transportation infrastructure. So, evaluations of flexible pavement performance are necessary for the proper management of transportation infrastructure.
Muataz Safaa Abed
doaj   +1 more source

Application of Soft Computing for Estimation of Pavement Condition Indicators and Predictive Modeling

Frontiers in Built Environment, 2022
The pavement management system is recognized as an assertive discipline that works on pavement indices to predict the pavement performance condition. This study used soft computing methods such as genetic algorithms and artificial intelligence to propose
Shadi Hanandeh, Ahmad Hanandeh, Mohammad Alhiary, Mohammad Al Twaiqat   +3 more
doaj   +1 more source

PCIer: Pavement Condition Evaluation Using Aerial Imagery and Deep Learning

Geographies, 2023
This paper aims to explore and evaluate aerial imagery and deep learning technology in pavement condition evaluation. A convolutional neural network (CNN) model, named PCIer, was designed to process aerial images and produce pavement condition index (PCI)
Sisi Han, In-Hun Chung, Yuhan Jiang, Benjamin Uwakweh   +3 more
doaj   +1 more source