Journal of Traffic and Transportation Engineering-English Edition最新文献

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Mapping the knowledge domain of crash risk in older drivers studies: A scientometric analysis 绘制老年驾驶员研究中碰撞风险的知识域:科学计量学分析
IF 7.4 2区 工程技术
Journal of Traffic and Transportation Engineering-English Edition Pub Date : 2025-06-01 DOI: 10.1016/j.jtte.2024.05.002
Bingshuo Chen , Xiaohua Zhao , Yang Li , Xiaoming Liu
{"title":"Mapping the knowledge domain of crash risk in older drivers studies: A scientometric analysis","authors":"Bingshuo Chen ,&nbsp;Xiaohua Zhao ,&nbsp;Yang Li ,&nbsp;Xiaoming Liu","doi":"10.1016/j.jtte.2024.05.002","DOIUrl":"10.1016/j.jtte.2024.05.002","url":null,"abstract":"<div><div>With the rapid global progression of population aging, the traffic safety of older drivers has emerged as a worldwide concern, resulting in a significant surge in the number of manuscripts on this subject. This study employed scientometric analysis to scrutinize 1652 original manuscripts concerning research on older drivers. To visually depict the current state of knowledge in the field, mapping knowledge domain (MKD) was employed for scientometric analysis, shedding light on the evolution of this research area. Firstly, a statistical analysis was conducted to scrutinize the development of research on older drivers. Secondly, VOSviewer was utilized for manuscript co-citation analysis, revealing five primary research topics: cognitive function and crash risk, visual processing impairment and crash risk, potential consequences of changes in driving patterns, involvement of older drivers in crashes, as well as identifying and enhancing factors contributing to unsafe driving. Thirdly, CitNetExplorer was applied to identify core publications and their reference relationships. Research predominantly focused on visual function, cognitive function, and physical health. Fourthly, VOSviewer's keyword co-citation analysis pinpointed research hotspots in the last five years concerning older drivers: driving risk factors, driving fitness evaluation, impact of distraction on driving, and impact of visual impairment on driving. Finally, based on the aforementioned discussions and the situation in China, some feasible research directions are proposed. This paper summarizes the overall trends in the study of older drivers and the risk factors for traffic accidents. These findings can serve as a reference for improving the driving and road traffic safety of older drivers.</div></div>","PeriodicalId":47239,"journal":{"name":"Journal of Traffic and Transportation Engineering-English Edition","volume":"12 3","pages":"Pages 587-602"},"PeriodicalIF":7.4,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144523744","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Precision salt application using advanced machine learning algorithms to achieve improved road safety and reduced environmental impacts 精密盐应用采用先进的机器学习算法,实现提高道路安全性,减少环境影响
IF 7.4 2区 工程技术
Journal of Traffic and Transportation Engineering-English Edition Pub Date : 2025-06-01 DOI: 10.1016/j.jtte.2024.11.004
Sepideh Emami Tabrizi, Jennifer Elizarov, Hani Farghaly, Bahram Gharabaghi
{"title":"Precision salt application using advanced machine learning algorithms to achieve improved road safety and reduced environmental impacts","authors":"Sepideh Emami Tabrizi,&nbsp;Jennifer Elizarov,&nbsp;Hani Farghaly,&nbsp;Bahram Gharabaghi","doi":"10.1016/j.jtte.2024.11.004","DOIUrl":"10.1016/j.jtte.2024.11.004","url":null,"abstract":"<div><div>The application of de-icing salts to improve winter road safety, although necessary in cold climates, may adversely affect groundwater resources and degrade aquatic life in urban streams, if over-prescribed, and cause an increase in crash rates, if under-prescribed. The main objective of this research is to develop algorithms for precision salt application rate (SAR) using advanced machine learning methods to achieve the desired road safety with less adverse environmental effects. This study highlights the importance of accurate real-time monitoring of pavement surface temperature and meteorological variables (i.e., storm duration, hourly precipitation rate, and air temperature) as key factors in prescribing salt application rates during winter storm events. A new SAR model was trained/tested using a decade of historic salt application rates from a range of winter storm events on three different road classes. The application of this model can help road authorities to achieve greater road safety and reduce adverse environmental impacts, especially in the identified and mapped salt vulnerable areas.</div></div>","PeriodicalId":47239,"journal":{"name":"Journal of Traffic and Transportation Engineering-English Edition","volume":"12 3","pages":"Pages 603-615"},"PeriodicalIF":7.4,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144523745","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of surface free energy and mix design parameters on low-temperature cracking of hot mix asphalt 表面自由能和配合比设计参数对热拌沥青低温开裂的影响
IF 7.4 2区 工程技术
Journal of Traffic and Transportation Engineering-English Edition Pub Date : 2025-06-01 DOI: 10.1016/j.jtte.2024.03.009
Gholam Hossein Hamedi, Javad Zarrinfam, Amir Hossein Asadi
{"title":"Effect of surface free energy and mix design parameters on low-temperature cracking of hot mix asphalt","authors":"Gholam Hossein Hamedi,&nbsp;Javad Zarrinfam,&nbsp;Amir Hossein Asadi","doi":"10.1016/j.jtte.2024.03.009","DOIUrl":"10.1016/j.jtte.2024.03.009","url":null,"abstract":"<div><div>Factors affecting the resistance of asphalt mixtures against low-temperature cracking are divided into three categories: pavement structure geometry, material properties, and environmental conditions. Most of the existing models for evaluating and predicting the resistance of asphalt mixtures against low-temperature cracking have focused more on environmental factors and pavement structure geometry. However, the impact of material properties has been neglected. The concepts of surface free energy (SFE) that focus on material properties have a high potential to assess different failures of asphalt mixtures. Accordingly, in this research, the effect of SFE parameters, along with mix design parameters and bitumen rheological properties, were studied on the resistance of asphalt mixture against low-temperature cracking using an artificial neural network (ANN) model. Two indicators of fracture energy and fracture toughness were considered as the criteria for the resistance of asphalt mixtures against low-temperature cracking which is measured by the semi-circular bending (SCB) test. The sensitivity analysis results of the models indicated a positive correlation between the resistance of asphalt mixtures against low-temperature cracking and independent variables, including the apparent film thickness (AFT) on the surface of the aggregate, the index of aggregate (Ia), adhesion free energy (AFE), the ratio of the base to acid component of the aggregates (base to acid), cohesion free energy (CFE), the specific surface area (SSA) of the aggregates, and the stress relaxation rate (<em>m</em>-value). Among the variables studied, bitumen creep stiffness had a reverse relationship with the resistance of asphalt mixtures against low-temperature cracking. In addition, the sensitivity analysis results based on normalized data illustrated that the AFT and <em>m</em>-value were the most significant parameters affecting the asphalt mixtures' resistance against low-temperature cracking.</div></div>","PeriodicalId":47239,"journal":{"name":"Journal of Traffic and Transportation Engineering-English Edition","volume":"12 3","pages":"Pages 477-496"},"PeriodicalIF":7.4,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144523817","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fatigue damage rules of cement stabilized materials under the multi-scale perspective: Combined approach of simulations and measurements 多尺度下水泥稳定材料的疲劳损伤规律:模拟与测量相结合的方法
IF 7.4 2区 工程技术
Journal of Traffic and Transportation Engineering-English Edition Pub Date : 2025-06-01 DOI: 10.1016/j.jtte.2025.02.001
Kun Xi , Shi Dong , Hainian Wang , Xiaokang Zhao , Jinyi Jiang
{"title":"Fatigue damage rules of cement stabilized materials under the multi-scale perspective: Combined approach of simulations and measurements","authors":"Kun Xi ,&nbsp;Shi Dong ,&nbsp;Hainian Wang ,&nbsp;Xiaokang Zhao ,&nbsp;Jinyi Jiang","doi":"10.1016/j.jtte.2025.02.001","DOIUrl":"10.1016/j.jtte.2025.02.001","url":null,"abstract":"<div><div>Cement stabilized materials (CSM) are widely used in pavement base layers, where fatigue damage is inevitable throughout their service life. Due to their significant heterogeneity as multiphase composite materials, a multi-scale approach is essential for studying their fatigue damage. This paper aims to propose a combined approach of simulations and measurements. This approach can characterize the multiphase and heterogeneity properties of CSM and reveal their fatigue damage rules. Firstly, the strength and fatigue performance of CSM were tested, leading to the development of a macroscopic modulus fatigue damage model. Secondly, a pre- and post-fatigue test X-ray computed tomography method with maintained loading was developed to capture the internal meso-structure of CSM. The trainable Weka segmentation was used to provide an accurate meso-structure of CSM for discrete element model (DEM). Thirdly, microscopic testing results were utilized to calibrate the contact parameters of the DEM. The virtually generated aggregate methods for DEM were proposed to enrich the specimens. Finally, virtual fatigue tests were conducted to investigate the fatigue damage rules and to extend the macroscopic modulus fatigue damage model. The results revealed that the fatigue damage rules of CSM accumulate nonlinearly. From a macroscopic perspective, the decay in modulus follows an S-curve across three stages. From a mesoscopic perspective, the average radius coefficient of DEM bonded contacts decreases at an accelerating decay rate. The method proposed in this study reveals the fatigue damage rules under varying stress ratios and cement contents, and develops a simulation based fatigue life prediction equation of CSM. This study offers a reliable numerical technique for modeling and analyzing the fatigue damage rules of composite materials.</div></div>","PeriodicalId":47239,"journal":{"name":"Journal of Traffic and Transportation Engineering-English Edition","volume":"12 3","pages":"Pages 497-521"},"PeriodicalIF":7.4,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144523818","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Perceived precipitation intensity prediction model based on simultaneous dynamic and static observations for evaluating weather impacts on vehicle applications 基于动态和静态同时观测的感知降水强度预测模型用于评估天气对车辆应用的影响
IF 7.4 2区 工程技术
Journal of Traffic and Transportation Engineering-English Edition Pub Date : 2025-06-01 DOI: 10.1016/j.jtte.2024.05.003
Wing Yi Pao , Long Li , Eric Villeneuve , Eric Whalls , Martin Agelin-Chaab , Ismail Gultepe , John Komar
{"title":"Perceived precipitation intensity prediction model based on simultaneous dynamic and static observations for evaluating weather impacts on vehicle applications","authors":"Wing Yi Pao ,&nbsp;Long Li ,&nbsp;Eric Villeneuve ,&nbsp;Eric Whalls ,&nbsp;Martin Agelin-Chaab ,&nbsp;Ismail Gultepe ,&nbsp;John Komar","doi":"10.1016/j.jtte.2024.05.003","DOIUrl":"10.1016/j.jtte.2024.05.003","url":null,"abstract":"<div><div>Adverse weather conditions increase road risks; thus, weather testing is necessary to evaluate vehicle performance. Outdoor testing is the most realistic, but it is not as controlled, repeatable, and rapid as indoor testing using an artificial precipitation system. However, outdoor data is still desirable for establishing the simulation targets on the vehicle surfaces. The dynamic-to-static precipitation intensity ratio is a useful parameter to correlate natural precipitation with perceived precipitation experienced by the moving vehicle. Theoretically, the amount of precipitation experienced by a translating surface depends on the orientation and travel speed. However, there are other external factors that could affect the perceived intensity, such as wind, turbulence, and droplet size distribution (DSD). Therefore, the existing simplified models evaluating a number of droplet strikes or precipitation flux calculated using natural precipitation density fail to have accurate predictions of the perceived precipitation rate, which hinders the evaluation vehicle application performance, such as sensor perception. In the present work, a semi-empirical prediction model is developed from the physics of precipitation in the context of vehicle aerodynamics and atmospheric dynamics. This model is validated with outdoor testing on a track for three days with rainy conditions. Multiple optical disdrometers are used to evaluate the precipitation rate experienced by a moving vehicle at different surface orientations through meteorological observations obtained in real-time from a nearby stationary meteorological tower and a moving vehicle. The data acquisition and processing methods are presented in detail. Results suggested that the proposed model is found to improve the current simplified mathematical expressions and is repeatable. It is found that improvements in prediction accuracy of perceived precipitation intensity compared to existing methods are usually more than 50%.</div></div>","PeriodicalId":47239,"journal":{"name":"Journal of Traffic and Transportation Engineering-English Edition","volume":"12 3","pages":"Pages 639-651"},"PeriodicalIF":7.4,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144523748","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Inductive charging technology of asphalt pavement: A state-of-the-art review 沥青路面感应充电技术研究进展
IF 7.4 2区 工程技术
Journal of Traffic and Transportation Engineering-English Edition Pub Date : 2025-06-01 DOI: 10.1016/j.jtte.2024.03.008
Peifeng Cheng, Dayu Jiang, Yiming Li
{"title":"Inductive charging technology of asphalt pavement: A state-of-the-art review","authors":"Peifeng Cheng,&nbsp;Dayu Jiang,&nbsp;Yiming Li","doi":"10.1016/j.jtte.2024.03.008","DOIUrl":"10.1016/j.jtte.2024.03.008","url":null,"abstract":"<div><div>The increasing adoption of new energy vehicles has promoted the alleviation of petroleum fuel consumption and environmental problems. The charging and endurance capability problems of these vehicles are main constraints for their further development. The intelligent e-Road pavements can provide wireless charging, presenting a potential solution to the above deficiencies. This paper systematically introduced the composition and working principle of wireless charging technology to advance its development and application. Moreover, the main influencing factors of electric energy transmission efficiency on e-Road concerning pavement materials were analysed. The findings showed that the electric energy passed through pavement layers when applying the existing wireless charging technologies that typically use air as the medium. As a result, the transmission efficiency fluctuated owing to various influencing factors, including pavement materials, layers and moisture. This phenomenon is attributed to the performance parameters of wireless charging coils and the power loss caused by the electromagnetic induction characteristics of dielectric pavement materials. Potential solutions for improving the power transmission efficiency of wireless charging pavements were proposed, considering the circuit composition, asphalt concrete gradation type, and pavement structural composition. The methods and models used in previous studies were summarised to evaluate the dielectric loss of asphalt mixtures, and the wireless energy transmission efficiency, application scope, and optimisation methods were put forward. The impact of a commonly used wireless charging coil layout on the structure and service life of wireless charging pavements was analysed, and improvement measures were suggested.</div></div>","PeriodicalId":47239,"journal":{"name":"Journal of Traffic and Transportation Engineering-English Edition","volume":"12 3","pages":"Pages 551-568"},"PeriodicalIF":7.4,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144523742","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on static and dynamic comprehensive evaluation of urban agglomeration road network integration based on catastrophe theory 基于突变理论的城市群路网一体化静态与动态综合评价研究
IF 7.4 2区 工程技术
Journal of Traffic and Transportation Engineering-English Edition Pub Date : 2025-06-01 DOI: 10.1016/j.jtte.2023.01.007
Minqing Zhu , Wenyu Wang , Hongjun Cui , Yizhe Yang , Jiexi Chen , Jianling Gu , Fengyun Zhang
{"title":"Research on static and dynamic comprehensive evaluation of urban agglomeration road network integration based on catastrophe theory","authors":"Minqing Zhu ,&nbsp;Wenyu Wang ,&nbsp;Hongjun Cui ,&nbsp;Yizhe Yang ,&nbsp;Jiexi Chen ,&nbsp;Jianling Gu ,&nbsp;Fengyun Zhang","doi":"10.1016/j.jtte.2023.01.007","DOIUrl":"10.1016/j.jtte.2023.01.007","url":null,"abstract":"<div><div>The integration of urban agglomeration road networks is an inevitable trend of regional development. It is very important to build a scientific and reasonable evaluation system for the integration of urban agglomeration road networks. The existing research may not be sufficient to evaluate the road network level reliably if the city unit in the region is not considered enough. It is necessary to evaluate the level of road network integration from a dynamic perspective, in consideration of the economic scale of urban population and the level of road network in developing countries such as China is in the stage of rapid development. Therefore, this paper constructs an analytic hierarchy process (AHP)-catastrophe progression method evaluation model by considering the equilibrium degree and the fitness degree of urban unit road network. This evaluation model combines the integration of road network quantity, shape, and quality to evaluate the level of urban agglomeration road network integration from dynamic and static ways. Taking Beijing<em>–</em>Tianjin<em>–</em>Hebei urban agglomeration and Yangtze River Delta urban agglomeration as examples, this paper uses the road network data of urban agglomerations in 2010, 2015, and 2020 to make a comparative study. The results show that the growing trend of Yangtze River Delta urban agglomeration is at a high level by 2020, while the trend of Beijing–Tianjin–Hebei urban agglomeration is at a general level. Compared with the previous evaluation models, this evaluation method has a good explanation and can emphasize the consideration of dynamic evaluation. The research results annotate the current situation of road network integration of Beijing–Tianjin–Hebei and Yangtze River Delta urban agglomeration that can satisfy the requirement of urban agglomeration development. And it provides decision-making reference for further optimizing of the road network planning and layout of urban agglomeration.</div></div>","PeriodicalId":47239,"journal":{"name":"Journal of Traffic and Transportation Engineering-English Edition","volume":"12 3","pages":"Pages 701-721"},"PeriodicalIF":7.4,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144523814","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Driving safety of low-position lighting in highway tunnels based on visual performance 基于视觉性能的公路隧道低位照明行车安全
IF 7.4 2区 工程技术
Journal of Traffic and Transportation Engineering-English Edition Pub Date : 2025-06-01 DOI: 10.1016/j.jtte.2025.05.001
Rui Ren , Zhenzhi Xiao , Yaqiong Wang , Xiao Song
{"title":"Driving safety of low-position lighting in highway tunnels based on visual performance","authors":"Rui Ren ,&nbsp;Zhenzhi Xiao ,&nbsp;Yaqiong Wang ,&nbsp;Xiao Song","doi":"10.1016/j.jtte.2025.05.001","DOIUrl":"10.1016/j.jtte.2025.05.001","url":null,"abstract":"<div><div>To evaluate the lighting environment quality and driving safety of low-position lighting in highway tunnels, this study simulated three lighting schemes (high-position, low-position, and low-position with auxiliary LED strips on maintaining road) using DIALux software for a two-lane unidirectional tunnel. Key parameters for low-position luminaires were optimized, and drivers' obstacle recognition reaction times, gaze distribution patterns and pupil diameter dynamics were tested by visual performance experiments. The results indicate that the optimal parameters for low-position lighting, when using flat light technology luminaires better adapted to low-position lighting, are as follows: lamp spacing of 6–7 m, mounting height of 1.1–1.3 m, staggered arrangement, and auxiliary lighting power of 1 W/m. Compared to high-position lighting, low-position lighting reduced the threshold increment by 47.1%, increased small target visibility by 569%, and shortened drivers’ reaction times for near-roadway obstacles by 25%, significantly enhancing obstacle recognition. The pupil diameter variation rates across different lighting configurations all below 10% indicate that low-position lighting did not induce psychological states of tension or discomfort during driving. Although low-position lighting exhibited slightly lower longitudinal uniformity and longer reaction times for elevated targets, these limitations were effectively resolved by auxiliary LED strips. Overall, low-position lighting substantially improves driving safety and comfort in highway tunnels.</div></div>","PeriodicalId":47239,"journal":{"name":"Journal of Traffic and Transportation Engineering-English Edition","volume":"12 3","pages":"Pages 616-638"},"PeriodicalIF":7.4,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144523746","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Laboratory surface texture analysis of road pavements using a mobile phone camera based close-range photogrammetry technique 基于手机相机的近距离摄影测量技术的路面纹理实验室分析
IF 7.4 2区 工程技术
Journal of Traffic and Transportation Engineering-English Edition Pub Date : 2025-06-01 DOI: 10.1016/j.jtte.2024.12.004
Filippo Balzano , Piergiorgio Tataranni , David Woodward , Cesare Sangiorgi
{"title":"Laboratory surface texture analysis of road pavements using a mobile phone camera based close-range photogrammetry technique","authors":"Filippo Balzano ,&nbsp;Piergiorgio Tataranni ,&nbsp;David Woodward ,&nbsp;Cesare Sangiorgi","doi":"10.1016/j.jtte.2024.12.004","DOIUrl":"10.1016/j.jtte.2024.12.004","url":null,"abstract":"<div><div>The wearing course conditions strongly affect road pavements quality in terms of traffic safety and overall functionality. Surface texture can be considered a very strategic aspect to assess road pavement status, in order to predict its degradation and to define an effective maintenance program. Nowadays, common texture assessment approaches are mainly empirical and based on in-situ and/or laboratory direct measurements, thus the quantity and quality of the obtainable information are limited. On the other hand, advanced contactless techniques require expensive and often complicated equipment that can be hardly used in common applications. In this regard, a low budget close-range photogrammetry technique for road pavements 3D surface texture analysis is here proposed. 14 areal texture parameters including depth, volume, distribution and feature indicators have been determined by analysing the 3D models. The outcomes have been compared with those found with the traditional volumetric patch and pendulum tests, and a complete pairwise correlation matrix has been obtained. Volume patch test exhibits a high relationship with different volume and height surface texture parameters, while low-correlations have been found comparing pendulum test with the intrinsic and statistical indicators. The results and their relationships have been commented in-depth along with proposed further research activities.</div></div>","PeriodicalId":47239,"journal":{"name":"Journal of Traffic and Transportation Engineering-English Edition","volume":"12 3","pages":"Pages 447-461"},"PeriodicalIF":7.4,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144523815","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Non-destructive testing and intelligent evaluation of road structural conditions using GPR and FWD 基于探地雷达和FWD的道路结构状态无损检测与智能评价
IF 7.4 2区 工程技术
Journal of Traffic and Transportation Engineering-English Edition Pub Date : 2025-06-01 DOI: 10.1016/j.jtte.2023.09.006
Zhen Liu , Siqi Wang , Xingyu Gu , Qiao Dong
{"title":"Non-destructive testing and intelligent evaluation of road structural conditions using GPR and FWD","authors":"Zhen Liu ,&nbsp;Siqi Wang ,&nbsp;Xingyu Gu ,&nbsp;Qiao Dong","doi":"10.1016/j.jtte.2023.09.006","DOIUrl":"10.1016/j.jtte.2023.09.006","url":null,"abstract":"<div><div>Aiming at the assessment of road structural conditions, a method of combining ground penetrating radar (GPR) and falling weight deflectometer (FWD) for assessing the pavement structural integrity and strength was proposed in this study. First, 3D GPR was performed to detect the thickness and internal distress of pavement structural layers using the canny edge detection and you only look once version eight (YOLOv8) detection algorithms. Results showed that the error of thickness extraction was approximately 3%, and the distress detection achieved a mean average precision (mAP) of 0.859 and an inference time of 11.43 ms with a GTX 1070 GPU. Then, the extracted thickness was used for the modulus (<em>E</em>) inversion of pavement structure layers based on FWD test data and regression analysis. Finally, the distress ratio inside pavement structures (DRIPS) was proposed as a structural integrity index. The relationship between <em>E</em> and DRIPS was revealed and showed a good correlation. The greater the DRIPS value, the worse the pavement structural integrity and strength. It provides a reference for the evaluation of road structural conditions. This strategy proved to be reliable for nondestructive testing and evaluation of road structures, which could improve the comprehensiveness and effectiveness for evaluating road structural conditions.</div></div>","PeriodicalId":47239,"journal":{"name":"Journal of Traffic and Transportation Engineering-English Edition","volume":"12 3","pages":"Pages 462-476"},"PeriodicalIF":7.4,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144523816","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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