Results 11 to 20 of about 296 (155)

Assessment of Airport Pavement Condition Index (PCI) Using Machine Learning

Applied System Innovation
Pavement condition assessment is a fundamental aspect of airport pavement management systems (APMS) for ensuring safe and efficient airport operations.
Bertha Santos, André Studart, Pedro Almeida   +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

Models Development for Asphalt Pavement Performance Index in Different Climate Regions Using Soft Computing Techniques [PDF]

Journal of Soft Computing in Civil Engineering, 2023
The Pavement Condition Index (PCI) is one of the most critical pavement performance indicators and ride quality. This study aims to develop PCI models based on pavement distress parameters using conventional technique and artificial neural network (ANN ...
Abdualmtalab Ali, Usama Heneash, Amgad Hussein, Shaban Ali, Shahbaz Khan   +4 more
doaj   +1 more source