Results 11 to 20 of about 11,979,642 (312)

Survival Analysis for Asphalt Pavement Performance and Assessment of Various Factors Affecting Fatigue Cracking Based on LTPP Data

open access: yesSustainability, 2022
Pavement performance is the ability of pavement to remain in an acceptable condition to serve the intended users over a period of time. There are several principal, combined factors that affect flexible pavement performance such as environmental ...
Adel Elkordi   +2 more
exaly   +2 more sources

Large-scale evaluation of pavement performance models utilizing automated pavement condition survey data

open access: yesInternational Journal of Transportation Science and Technology, 2022
Pavement performance models are an essential component of a pavement management system (PMS) and have a direct impact on future pavement condition prediction, selection of pavement maintenance and rehabilitation (M&R) methods, and budget planning and ...
Xiang Shu   +2 more
doaj   +3 more sources

Improved model for pavement performance prediction based on recurrent neural network using LTPP database

open access: yesInternational Journal of Transportation Science and Technology
Accurate pavement performance prediction plays a critical role in formulating maintenance and repair strategies for transportation departments, enabling the achievement of better pavement performance with limited financial resources.
Luchuan Chen   +5 more
doaj   +3 more sources

Probabilistic prediction of asphalt pavement performance

open access: yesRoad Materials and Pavement Design, 2019
Variability of pavement design parameters has always been a concern to pavement designers and highway agencies. A robust pavement design should take into account the variability of the design inputs and its impact on the reliability of the design.
Luis Neves, Ahmed Abed, Nicholas Thom
exaly   +2 more sources

A Consistency Evaluation Method of Pavement Performance Based on K-Means Clustering and Cumulative Distribution

open access: yesApplied Sciences, 2022
This paper proposes a cumulative distribution modelling method for pavement performance indexes based on the sampling theorem and implements clustering analysis of similar road sections through the K-means algorithm.
Wenya Ye, Rui Zhang, Qun Yang
doaj   +1 more source

Creating Rutting Prediction Models through Machine Learning Techniques Utilizing the Long-Term Pavement Performance Database

open access: yesSustainability, 2023
Over time, roads undergo deterioration caused by various factors such as traffic loads, climate conditions, and material properties. Considering the substantial global investments in road construction, it is crucial to periodically assess and implement ...
A. Alnaqbi   +4 more
semanticscholar   +1 more source

Review on Machine Learning Techniques for Developing Pavement Performance Prediction Models

open access: yesSustainability, 2021
Road transportation has always been inherent in developing societies, impacting between 10–20% of Gross Domestic Product (GDP). It is responsible for personal mobility (access to services, goods, and leisure), and that is why world economies rely upon ...
Rita Justo-Silva   +2 more
semanticscholar   +1 more source

Study on pavement performance of cotton straw cellulose modified asphalt

open access: yesMaterials Research Express, 2022
To improve the pavement performance of heavy traffic asphalt pavement, two modifiers, cotton straw powder and cotton straw cellulose, were added to matrix asphalt.
Zhenxia Li   +6 more
doaj   +1 more source

Investigation on the Effects of RAP Proportions on the Pavement Performance of Recycled Asphalt Mixtures

open access: yesFrontiers in Materials, 2022
In-plant hot mix recycling technology has been widely used in maintenance and reconstruction due to its good recycling performance. However, the utilization rate of recycled asphalt pavement (RAP) is still only 10–25%, resulting in excessive accumulation
Xiang Ma, Jiaqing Wang, Yingqin Xu
semanticscholar   +1 more source

Data-Driven Approach to Decision-Making for Pavement Preservation

open access: yesEngineering Proceedings, 2023
Selecting the right treatment for the right pavement at the right time is fundamental to pavement preservation success. This research aimed to develop a data-driven decision-making framework for selecting pavement preservation strategies and thereby ...
Sara Arezoumand   +2 more
doaj   +1 more source

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