Search Results - "Journal of transportation engineering. Part B, Pavements"

Role of Data Analytics in Infrastructure Asset Management: Overcoming Data Size and Quality Problems by Piryonesi, S. Madeh, El-Diraby, Tamer E

“…AbstractThis study explores the performance regime of different classification algorithms as they are applied to the analysis of asphalt pavement deterioration…”
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International Roughness Index Prediction of Flexible Pavements Using Neural Networks by Hossain, M. I, Gopisetti, L. S. P, Miah, M. S

“…AbstractInternational roughness index (IRI) is a widely-accepted parameter that indicates pavement performance and ride quality. This study develops a…”
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Technical, Economic, and Environmental Investigation of the Effects of Rubber Powder Additive on Asphalt Mixtures by Zarei, Mohammad, Rahmani, Zakaria, Zahedi, Mohsen, Nasrollahi, Mehdi

“…AbstractThe use of additive in asphalt mixture is one of the appropriate solutions to technically modify the properties of asphalt concrete. An additive is…”
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Discrete-Element Contour-Filling Modeling Method for Micromechanical and Macromechanical Analysis of Aggregate Skeleton of Asphalt Mixture by Ding, Xunhao, Ma, Tao, Huang, Xiaoming

“…AbstractThis paper proposes a new modeling method to reconstruct hollow shapes of aggregate particles using the discrete-element method (DEM) to accurately…”
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MobileCrack: Object Classification in Asphalt Pavements Using an Adaptive Lightweight Deep Learning by Hou, Yue, Li, Qiuhan, Han, Qiang, Peng, Bo, Wang, Linbing, Gu, Xingyu, Wang, Dawei

“…AbstractOne of the key steps in pavement maintenance is the fast and accurate identification of the distresses, defects, and pavement markings and ability to…”
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Diffusion Influence Mechanism of Virgin and Aged Asphalt Binder System Based on Molecular Dynamics by Zhang, Lei, Cui, Yongchang, Xing, Chao, Shan, Mingyu, Gao, Fei

“…AbstractDuring the production and transport of reclaimed asphalt pavement (RAP), the diffusion of recycled aged asphalt binder and virgin asphalt binder can…”
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Influence of Mesoscopic Structural Characteristics of Asphalt Mixture on Damage Behavior of Asphalt Pavement by Gong, Mingyang, Sun, Yiren, Chen, Jingyun

“…AbstractMechanical responses and damage behaviors of asphalt pavement are closely associated with the mesostructure characteristics of the asphalt mixture. The…”
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Detection of Asphalt Pavement Cracks Based on Vision Transformer Improved YOLO V5 by Wang, Sike, Chen, Xueqin, Dong, Qiao

“…AbstractAutomatic and rapid detection of pavement cracks is one of the important tasks for the highway department. This study proposed an improved model of you…”
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Correlating the Asphalt-Binder MSCR Test Results to the HMA HWTT and Field Rutting Performance by Walubita, Lubinda F., Ling, Meng, Pianeta, Lorena M. Rico, Fuentes, Luis, Komba, Julius J., Mabrouk, Gamal M.

“…AbstractAsphalt binder is one of the key constitutive components of hot-mix asphalt (HMA) that considerably affects its rutting performance. In particular, the…”
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Hybrid Approach to Incorporate Preventive Maintenance Effectiveness into Probabilistic Pavement Performance Models by Yamany, Mohamed S, Abraham, Dulcy M

“…AbstractVarious methodologies are being developed to build and improve probabilistic pavement performance models that have high prediction capabilities…”
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Flexible Pavement Response Analysis under Dynamic Loading at Different Vehicle Speeds and Pavement Surface Roughness Conditions by Wang, Hao, Zhao, Jingnan, Hu, Xiaodi, Zhang, Xianmin

“…AbstractPavement responses are affected by the magnitude and frequency of dynamic loads generated by vehicles, which are significantly dependent on axle…”
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A Multitask Fusion Network for Region-Level and Pixel-Level Pavement Distress Detection by Zhong, Jingtao, Zhang, Miaomiao, Ma, Yuetan, Xiao, Rui, Cheng, Guantao, Huang, Baoshan

“…With the development of state-of-the-art algorithms, pavement distress can already be detected automatically. However, most pavement distress detection is…”
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Effectiveness of Different Categories of Rejuvenators in Recycled Asphalt Mixtures by Guduru, Gurunath, Kumara, Chethan, Gottumukkala, Bharath, Kuna, Kranthi K

“…AbstractThe work presented in this article aimed at studying the effectiveness of different rejuvenators to restore the desired properties of asphalt mixes…”
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Machine Learning Approach to Predict International Roughness Index Using Long-Term Pavement Performance Data by Damirchilo, Farshid, Hosseini, Arash, Mellat Parast, Mahour, Fini, Elham H

“…AbstractOn-time pavement maintenance and rehabilitation are required to maintain or improve pavement roughness, which is an indicator of pavement performance…”
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Multiobjective Optimization in Pavement Management System Using NSGA-II Method by Khavandi Khiavi, Alireza, Mohammadi, Hossein

“…AbstractThe performance of multiobjective optimization analysis with respect to the multidimensional nature of pavement management systems can be improved. In…”
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Use of Polyurethane Precursor–Based Modifier as an Eco-Friendly Approach to Improve Performance of Asphalt by Li, Tianshuai, Carreño Gómez, Nicolás Héctor, Lu, Guoyang, Liang, Dong, Wang, Dawei, Oeser, Markus

“…AbstractWith the rapid growth of traffic demands, the use of liquid chemical material instead of traditional modifier to prepare high-performance modified…”
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Assessment of Intelligent Compaction Quality Evaluation Index and Uniformity by Ma, Yuan, Zhang, Yang, Zhao, Wei, Ding, Ximao, Wang, Zhiwen, Ma, Tao

“…AbstractCompaction Measurement Value (CMV) is the most widely used quality evaluation index for intelligent compaction. However, with the growth of compaction…”
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Validation of a Novel Sensing Approach for Continuous Pavement Monitoring Using Full-Scale APT Testing by Manosalvas-Paredes, Mario, Aono, Kenji, Chakrabartty, Shantanu, Blanc, Juliette, Lo Presti, Davide, Chatti, Karim, Lajnef, Nizar

“…AbstractThe objective of this paper is to present a novel approach for the continuous monitoring of pavement condition through the use of combined…”
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Investigating the High- and Low-Temperature Performance of Warm Crumb Rubber–Modified Bituminous Binders Using Rheological Tests by Wang, Haopeng, Liu, Xueyan, Apostolidis, Panos, Wang, Di, Leng, Zhen, Lu, Guoyang, Erkens, Sandra, Skarpas, Athanasios

“…AbstractRubberized asphaltic materials have been frequently combined with warm-mix asphalt technologies to tackle the issues of high energy consumptions and…”
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Gradient Boosted Models for Enhancing Fatigue Cracking Prediction in Mechanistic-Empirical Pavement Design Guide by Gong, Hongren, Sun, Yiren, Huang, Baoshan

“…AbstractThis study developed a gradient boosted model (GBM) to enhance the fatigue cracking predictive performance of transfer functions in the…”
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