Results 1 to 10 of about 29,164 (316)

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

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

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   +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

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

An Overview of Pavement Degradation Prediction Models

open access: yesJournal of Advanced Transportation, 2022
Pavement management systems (PMSs) have a primary role in determining pavement condition monitoring and maintenance strategies. Moreover, many researchers have focused on pavement condition evaluation tools, starting with data collection, followed by ...
Amir Shtayat   +3 more
doaj   +1 more source

INVESTIGATION ON HYDROLOGIC PERFORMANCE OF PERVIOUS CONCRETE PAVEMENT BY FINITE ELEMENT ANALYSIS

open access: yesTra Vinh University Journal of Science, 2022
Pervious concrete pavement has been used widely as an effective practice for water management in low-impact development techniques. The hydrologic performance of pervious concrete pavement depends significantly on the rainfall intensity and the designed ...
Hung Tan Nguyen   +4 more
doaj   +1 more source

Cement pavement performance evaluation based on the discrete Hopfield neural network [PDF]

open access: yesE3S Web of Conferences, 2019
Because of the deficiency of the index of cement pavement performance evaluation and the defect of the evaluation method in the specification, the performance of the pavement is comprehensively evaluated by seven optimized indexes and grading standards ...
Liu Huan, Liu Peng, Peng Qiuyu
doaj   +1 more source

Impacts of pavement performance indicators on traffic oriented parameters and road safety

open access: yesMehran University Research Journal of Engineering and Technology, 2023
With the passage of time, due to vehicle movement and environmental conditions, the road pavement deteriorates. The accident rate increases if there is no proper maintenance of road deterioration.
Muhammad Ahsan Tahir   +2 more
doaj   +1 more source

Modelling the effects of flexible pavement distresses in the long-term pavement performance database on performance

open access: yesJournal of Innovative Transportation, 2023
Evaluating flexible pavement performance is mandatory for managing transport infrastructure. This study focuses on modeling the relationships between international roughness index (IRI) and a total of 10 types of pavement distress, including alligator, block, wheel path length, wheel path longitudinal, non-wheel path longitudinal, transverse crackings,
Ufuk KIRBAŞ, Fazlullah HİMAT
openaire   +2 more sources

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