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Structural optimization design of semi-rigid base asphalt pavement using modulus matching criterion and multi-indicator range analysis 采用模量匹配准则和多指标范围分析法对半刚性基层沥青路面进行结构优化设计
IF 7.9 2区 工程技术 Q1 Engineering Pub Date : 2024-02-01 DOI: 10.1016/j.jtte.2022.10.002
Zhihao Yang , Linbing Wang , Dongwei Cao , Yinghao Miao , Hailu Yang

Damage to semi-rigid base asphalt pavement is related to improper matching of the pavement structure moduli. This study mainly focused on the modulus matching of structural layers and the development of a pavement structure optimization method. First, the modulus loss of existing pavement structures was analysed, and a three-dimensional finite element model was established based on the existing pavement. Second, the influence of the modulus of each structural layer on the mechanical response indicators and fatigue life was analysed. Based on the results, a pavement structure design method using the smoothness of the stress-strain curve as the modulus matching criterion of the structural layers was proposed. And it was found that a strain convex point was present and that the stress mutation between the structural layers was significant when the modulus matching of the pavement structure was reasonable. Further, the evaluation indicators were divided into two groups, namely, mechanical indicators and fatigue life indicators. And it was proposed an optimized pavement structure design method based on modulus matching and multi-indicator range analysis. Finally, the optimal modulus combination of pavement structure was determined by this method. The research systematically studied the influence of the modulus of each structural layer on the mechanical response and fatigue life of the pavement, and proposed the concept and specific executive criteria of modulus matching for the first time. Meanwhile, it also provided an effective optimization method for pavement structure design.

半刚性基层沥青路面的损坏与路面结构模量匹配不当有关。本研究主要针对结构层模量匹配和路面结构优化方法的研究。首先,分析了现有路面结构的模量损失,并基于现有路面建立了三维有限元模型。其次,分析了各结构层模量对力学响应指标和疲劳寿命的影响。在此基础上,提出了以应力-应变曲线的平滑度作为结构层模量匹配准则的路面结构设计方法。结果发现,当路面结构模量匹配合理时,存在应变凸点,结构层间应力突变显著。进一步将评价指标分为两组,即力学指标和疲劳寿命指标。并提出了基于模量匹配和多指标范围分析的路面结构优化设计方法。最后,通过该方法确定了路面结构的最优模量组合。该研究系统地研究了各结构层模量对路面力学响应和疲劳寿命的影响,首次提出了模量匹配的概念和具体执行标准。同时,也为路面结构设计提供了一种有效的优化方法。
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引用次数: 0
Establishment of a three-dimensional particle library for graded crushed stone based on a new aggregate morphology characterization method 基于骨料形态表征新方法建立级配碎石三维颗粒库
IF 7.9 2区 工程技术 Q1 Engineering Pub Date : 2024-02-01 DOI: 10.1016/j.jtte.2021.03.009
Haitao Ge , Aimin Sha , Zhenqiang Han

The morphology of graded crushed stone (GCS) particles has an essential influence on the performance of aggregate mixtures. The impact of particle shape is a comprehensive effect that cannot be considered separately, leading to difficulties in establishing the relationship between the mixture properties and the aggregate morphology by using laboratory methods. The discrete element method (DEM) is an effective way widely adopted to reconstruct the morphology of particles and simulate performance tests of granular materials. However, selecting limited particles characterizing a real particle-assembly for simulation is still a challenge in current research due to the inherent rich variability of particle shapes. In this study, based on the acquisition of three-dimensional (3D) aggregate shapes by using laser scanning, ellipsoid index (EDI) translating the particle shape as a function of surface area, volume, and contour length is proposed to comprehensively evaluate aggregate morphology. Further, a particle library capable of characterizing aggregate morphology distribution is established based on the statistics of the corresponding morphological characteristics of particle samples. The model reliability is validated by carrying out a series of experimental and numerical penetration tests with nine different gradations. The established particle library can be used to model aggregate mixtures and the proposed simulation framework is promising for optimizing the mixture gradation design numerically.

级配碎石(GCS)颗粒的形态对骨料混合物的性能有着至关重要的影响。颗粒形状的影响是一个无法单独考虑的综合效应,这导致使用实验室方法难以确定混合物性能与骨料形态之间的关系。离散元素法(DEM)是重建颗粒形态和模拟颗粒材料性能测试的有效方法,被广泛采用。然而,由于颗粒形状本身具有丰富的可变性,如何选择有限的颗粒来表征真实的颗粒组合进行模拟仍是当前研究中的一个难题。本研究在利用激光扫描获取三维(3D)集料形状的基础上,提出了将颗粒形状转化为表面积、体积和轮廓长度函数的椭圆体指数(EDI),以全面评估集料形态。此外,还根据颗粒样本相应形态特征的统计数据,建立了能够表征聚集体形态分布的颗粒库。通过对九种不同级配进行一系列实验和数值渗透试验,验证了模型的可靠性。所建立的颗粒库可用于骨料混合物建模,而所提出的模拟框架则有望在数值上优化混合物的级配设计。
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引用次数: 0
Investigation of material composition, design, and performance of open-graded asphalt mixtures for semi-flexible pavement: A comprehensive experimental study 研究半柔性路面用开放式级配沥青混合料的材料组成、设计和性能:综合实验研究
IF 7.9 2区 工程技术 Q1 Engineering Pub Date : 2024-02-01 DOI: 10.1016/j.jtte.2023.06.003
Mohammad Taghipoor, Abolfazl Hassani, Mohammad M. Karimi

The primary goal of this study is the design and construction of semi-flexible pavement (SFP) mixture in accordance with the engineering and mechanical criteria. This study involves the use of a range of gradation curves, air void contents, cellulose and synthesized fibers, and neat and modified asphalt binders to prepare the open-graded asphalt (OGA) mixtures. To analyze the characteristics of these mixtures, a variety of test, namely binder drainage, semi-circular bending (SCB), Cantabro, wheel tracking, indirect tensile strength (ITS), and permeability tests were conducted. Additionally, to analyze the prepared grouting material, flexural strength, compressive strength, and fluidity tests were conducted. In the final stage, SFP was compared to HMA in terms of engineering characteristics and performance. According to the results, SFP was more resistant to skid, rutting, fire, and moisture damage, while HMA had a better performance in fracture tests, including SCB test. According to the results of the mechanical performance tests conducted on OGA mixtures, the highest and lowest values for air void content to achieve the highest mechanical performance level were 30%–35% and 25%, respectively. Also, based on the laboratory results, it was determined that the required void ratio for constructing OGA mixtures was 24%–26% based on the bitumen type and fibers amount in the mixture. Finally, SFP mixture can be regarded as a viable alternative to common pavements thanks to its high resistance to rutting and moisture damage, long freezing-thawing fatigue life, and adequate fire and skid resistance.

本研究的主要目标是根据工程和机械标准设计和建造半柔性路面(SFP)混合料。本研究采用一系列级配曲线、空隙率、纤维素和合成纤维、纯沥青和改性沥青粘结剂来制备开放级配沥青(OGA)混合料。为了分析这些混合料的特性,进行了各种试验,即粘结剂排水、半圆弯曲(SCB)、坎塔布洛、车轮跟踪、间接拉伸强度(ITS)和渗透性试验。此外,为了分析准备好的灌浆材料,还进行了抗折强度、抗压强度和流动性试验。在最后阶段,SFP 与 HMA 在工程特性和性能方面进行了比较。结果表明,SFP 具有更强的抗滑、抗车辙、抗火和抗潮湿破坏能力,而 HMA 在断裂试验(包括 SCB 试验)中表现更佳。根据对 OGA 混合料进行的机械性能测试结果,要达到最高机械性能水平,空气空隙含量的最高值和最低值分别为 30%-35% 和 25%。此外,根据实验室结果,根据混合物中的沥青类型和纤维数量,确定了建造 OGA 混合物所需的空隙率为 24%-26%。最后,由于 SFP 混合物具有较高的抗车辙和抗潮湿破坏能力、较长的冻融疲劳寿命以及足够的防火和防滑性能,因此可被视为普通路面的可行替代品。
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引用次数: 0
Based on point merge for paired approach sequencing on closely spaced parallel runways 基于点归并的近距离平行跑道成对进近排序
IF 7.9 2区 工程技术 Q1 Engineering Pub Date : 2023-10-01 DOI: 10.1016/j.jtte.2023.09.001
Laijun Wang, Qi Ding, Dongxuan Wei

The paired approach is a kind of efficiency approach to closely spaced parallel runways (CSPRs), and the point merge system has the powerful interval management function, which is effective to realize the converge of traffic flows from different approach directions. In order to improve the operation efficiency of the airport terminal area, a model of paired approach sequencing based on point merge is proposed to investigate the problem of increasing the operation capacity of the closely spaced parallel runways. Taking the minimum average flight delay time as the objective, the flight distance on sequencing legs, wake turbulence separation and paired approach safety separation as constraints, the genetic algorithm is used to optimize the paired approach sequencing of arrival flights. Taking the closely parallel runways of Shanghai Hongqiao International Airport run south as an example, the point merge program is designed and the effect of model was analyzed. The results show that after optimization, the average delay time and average landing time are reduced by 40.6% and 51.8% respectively, the capacity of the closely spaced parallel runways are 1.1 times higher than the actual, the flight uptime rate can reach 100%. It is concluded that the proposed model is feasible, which can effectively reduce delay times and alleviate congestion in terminal areas.

成对进近是一种高效的近距离平行跑道进近方法,点合并系统具有强大的间隔管理功能,可以有效地实现不同进近方向交通流的汇聚。为了提高机场航站区的运行效率,提出了一种基于点合并的成对进近排序模型,研究了增加密集平行跑道运行能力的问题。以最小平均飞行延误时间为目标,以定序航段的飞行距离、尾流湍流分离和成对进近安全分离为约束条件,采用遗传算法对到达航班的成对进近定序进行优化。以上海虹桥国际机场南行紧密平行跑道为例,设计了点合并方案,并对模型的效果进行了分析。结果表明,经过优化后,平均延误时间和平均降落时间分别减少了40.6%和51.8%,近距离平行跑道的容量比实际高出1.1倍,飞行正常运行率可达100%。结果表明,该模型是可行的,可以有效地减少延误时间,缓解航站区的拥堵。
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引用次数: 0
A review of transportation carbon emissions research using bibliometric analyses 基于文献计量分析的交通运输碳排放研究综述
IF 7.9 2区 工程技术 Q1 Engineering Pub Date : 2023-10-01 DOI: 10.1016/j.jtte.2023.09.002
Jianqiang Fan , Xiaosha Meng , Jiaxin Tian , Conghui Xing , Chao Wang , Jacob Wood

The transportation sector is one of the major sources of global carbon emissions. In this study, a bibliometric analysis was conducted using CiteSpace and VOSviewer for articles published in the field of transportation carbon emissions (TCEs) between 1997 and 2023. From this analysis, our research shows that: (a) the number of articles on TCEs has grown rapidly since 2010; (b) China, the United States, and the United Kingdom are important research forces, with the Helmholtz Association of German having the highest number of publications; (c) Transportation Research Part D: Transport and Environment is the most cited journal in this field; (d) the current research hotspots mainly focus on theory and methodological approaches, low-carbon travel, green supply chain management, and carbon emission drivers; (e) while, scenario analysis, data envelopment analysis, and vehicle routing problem are popular keywords that have been used in the research field of TCEs in recent years. Finally, using current research trends, our study also proposes a series of future research endeavors for the field of TCEs.

运输部门是全球碳排放的主要来源之一。在这项研究中,使用CiteSpace和VOSviewer对1997年至2023年间发表在交通碳排放(TCEs)领域的文章进行了文献计量分析。根据这一分析,我们的研究表明:(a)自2010年以来,关于TCE的文章数量迅速增长;(b) 中国、美国和英国是重要的研究力量,其中德国亥姆霍兹协会的出版物数量最多;(c) 《交通研究D部分:交通与环境》是该领域被引用最多的期刊;(d) 目前的研究热点主要集中在理论和方法论方法、低碳出行、绿色供应链管理和碳排放驱动因素;(e) 而场景分析、数据包络分析和车辆路径问题是近年来TCE研究领域的热门关键词。最后,结合当前的研究趋势,我们的研究还提出了TCE领域未来的一系列研究方向。
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引用次数: 0
A bibliometric review of driver information processing and application studies 司机信息处理与应用研究的文献计量学综述
IF 7.9 2区 工程技术 Q1 Engineering Pub Date : 2023-10-01 DOI: 10.1016/j.jtte.2023.05.004
Jingyu Li , Weihua Zhang , Zhongxiang Feng , Lulu Liu , Haoxue Guan

With the continuous development of information technology, the information environment while driving is constantly being enriched, and driver information processing and application are also dynamically evolving. Analysing information processing and application can better provide information services and is particularly important for traffic safety. Based on VOSviewer bibliometric software, this paper explores the research hotspots and future development trends of the driver information processing and application fields using the Web of Science (WoS) core collection as the data source. The results show that the field has a long history and has grown steadily in recent years. The United States, China and Germany are the top three countries in terms of the number of published articles. “Situational awareness and visual load”, “route selection under variable information signs”, “en-route information and behaviour” and “new information technology attitudes” are important knowledge bases for driver information processing and application. En-route information sources, human-computer interaction, and autonomous vehicle information are the research trends of the driver information processing and application field. The results of this research can help people comprehensively and systematically understand the current situation of driver information processing and application research, provide directions for future driver information processing and application research, and promote the engineering application of such research.

随着信息技术的不断发展,驾驶过程中的信息环境不断丰富,驾驶员信息处理和应用也在动态演进。分析信息处理和应用可以更好地提供信息服务,对交通安全尤为重要。基于VOSviewer文献计量软件,以Web of Science(WoS)核心集合为数据源,探讨了驾驶员信息处理和应用领域的研究热点和未来发展趋势。研究结果表明,该领域历史悠久,近年来稳步发展。美国、中国和德国是发表文章数量排名前三的国家。“情景意识和视觉负荷”、“可变信息标志下的路线选择”、“途中信息和行为”以及“新信息技术态度”是驾驶员信息处理和应用的重要知识库。途中信息源、人机交互、自动驾驶汽车信息是驾驶员信息处理和应用领域的研究趋势。该研究的结果可以帮助人们全面、系统地了解驾驶员信息处理和应用研究的现状,为未来的驾驶员信息处理与应用研究提供方向,促进此类研究的工程应用。
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引用次数: 0
Reviews and prospects of human factors research on curve driving 弯道驾驶人为因素研究综述与展望
IF 7.9 2区 工程技术 Q1 Engineering Pub Date : 2023-10-01 DOI: 10.1016/j.jtte.2023.04.007
Lei Han , Zhigang Du , Haoran Zheng , Fuqiang Xu , Jialin Mei

In order to fully understand the research progress of human factors and traffic safety in curve driving, from the perspective of driver-vehicle-road-environment dynamic traffic system, this paper explored the current research status and development trend of human factors of curve driving, and displayed the development process and structural relationship of human factors research of curve driving by using scientific knowledge map. Through the core collection database of Web of Science, 1408 English literatures related to human factors research of curve driving published from 2012 to 2022 (as of October 1, 2022) were obtained, and the literatures in this field were sorted and analyzed based on the VOSviewer visualization software. The results show that China, Tongji University and Accident Analysis and Prevention are the country, institution and journal with the largest contribution rate in the field of human factors research on curve driving. Co-citation analysis shows that the research contents in this field are divided into 5 clusters: driver's visual characteristics, risk of collision, vehicle dynamics characteristics, the influence of traffic engineering facilities on driving behavior, selection of driving speed. The co-occurrence analysis of keywords shows that the topics of curve geometry design and vehicle dynamics, driving behavior and risk, driving speed and safety, behavior prediction and intervention measures are the current research hotspots in the research field. It is found that the development trend of traffic safety improvement in curves is to construct a continuous, consistent, multi-level visual reference frame conforming to driving expectation through visual guiding technology, and summarizes the technical concept of linear visual guidance. This study can provide a reference for the study of human factors of curve driving.

为了全面了解曲线驾驶中人因与交通安全的研究进展,本文从驾驶员-车辆-道路-环境动态交通系统的角度,探讨了曲线驾驶人因的研究现状和发展趋势,并运用科学知识图谱展示了曲线驾驶人因研究的发展过程和结构关系。通过Web of Science的核心收藏数据库,获得了2012年至2022年(截至2022年10月1日)发表的1408篇与曲线驱动人为因素研究相关的英文文献,并基于VOSviewer可视化软件对该领域的文献进行了排序和分析。结果表明,我国、同济大学和《事故分析与预防》是曲线驾驶人因研究领域贡献率最高的国家、机构和期刊。共引分析表明,该领域的研究内容分为5个集群:驾驶员的视觉特征、碰撞风险、车辆动力学特征、交通工程设施对驾驶行为的影响、驾驶速度的选择。关键词共现分析表明,曲线几何设计与车辆动力学、驾驶行为与风险、驾驶速度与安全、行为预测与干预措施是当前研究领域的热点。研究发现,弯道交通安全改善的发展趋势是通过视觉引导技术构建一个符合驾驶期望的连续、一致、多层次的视觉参考框架,并总结出线性视觉引导的技术概念。本研究可为弯道驾驶的人为因素研究提供参考。
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引用次数: 0
Thirty years of research on driving behavior active intervention: A bibliometric overview 驾驶行为主动干预研究三十年:文献计量学综述
IF 7.9 2区 工程技术 Q1 Engineering Pub Date : 2023-10-01 DOI: 10.1016/j.jtte.2023.06.002
Miaomiao Yang, Qiong Bao, Yongjun Shen, Qikai Qu

To better understand the research focus and development direction in the field of driving behavior active intervention, thereby laying a scientific foundation for further research, we used the combination of topic words and keywords to retrieve relevant articles from the Core Collection Database of Web of Science (WOS). A total of 578 articles published from 1992 to 2022 were finally obtained. Firstly, the time distribution characteristics, country distribution, institution distribution and main source journal distribution of published articles were explored. Then, by using the CiteSpace and VOSviewer software, cited reference co-citation analysis, keyword co-occurrence analysis and burst detection analysis were carried out respectively to visually explore the knowledge base, research topic, research frontier and development trend of this field. The results indicate that the USA, Australia and China are the three most active countries in the studies of driving behavior active intervention. Accidental Analysis & Prevention, Transportation Research Part F: Traffic Psychology and Behavior, and Journal of Safety Research are widely selected journals for publications related to this field. The research frontiers in the field of driving behavior active intervention focus on: “traffic safety and crashes analysis, as well as enforcement intervention”, “driving risk and education for young drivers”, “information provision and driving behavior”, “workload and situation awareness for automated driving”. It is worth noting that in recent years, “warning system”, “time”, “work load” have become research hotspots in this field. To sum up, by a bibliometric overview of research on driving behavior active intervention over the past thirty years, this paper clarifies the development skeleton of this research field, determines its hot topics and research progress, and provides a reference for the follow-up exploratory scientific research in this field.

为了更好地了解驾驶行为主动干预领域的研究重点和发展方向,从而为进一步的研究奠定科学基础,我们使用主题词和关键词的组合从科学网核心收藏数据库(WOS)中检索相关文章。最终获得了1992年至2022年发表的578篇文章。首先,对已发表文章的时间分布特征、国家分布、机构分布和主要来源期刊分布进行了探讨。然后,利用CiteSpace和VOSviewer软件,分别进行了引用参考文献共引分析、关键词共现分析和突发检测分析,直观地探索了该领域的知识库、研究主题、研究前沿和发展趋势。结果表明,美国、澳大利亚和中国是驾驶行为主动干预研究最活跃的三个国家。意外分析&;《预防》、《交通研究第F部分:交通心理学与行为》和《安全研究杂志》是该领域相关出版物的广泛选择期刊。驾驶行为主动干预领域的研究前沿集中在:“交通安全和碰撞分析以及执法干预”、“年轻驾驶员的驾驶风险和教育”、“信息提供和驾驶行为”、“自动驾驶的工作量和情境意识”。值得注意的是,近年来,“预警系统”、“时间”、“工作量”成为该领域的研究热点。综上所述,通过对近三十年来驾驶行为主动干预研究的文献计量学综述,明确了该研究领域的发展骨架,确定了其研究热点和研究进展,为该领域后续的探索性科学研究提供了参考。
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引用次数: 0
A review of road safety evaluation methods based on driving behavior 基于驾驶行为的道路安全评价方法综述
IF 7.9 2区 工程技术 Q1 Engineering Pub Date : 2023-10-01 DOI: 10.1016/j.jtte.2023.07.005
Zijun Du , Min Deng , Nengchao Lyu , Yugang Wang

Road traffic safety should be evaluated throughout the entire life-cycle of road design, operation, maintenance, and expansion construction. However, traditional methods for evaluating road traffic safety based on traffic accidents and conflict technology are limited by their inability to account for the complex environmental factors involved. To address this issue, a new road safety evaluation method has emerged that is based on driving behavior. Because drivers' behaviors may vary depending on the driving environment and their personal characteristics, evaluating road safety from the perspective of driver behavior has become a popular research topic. This paper analyzes current research trends and mainstream journals in the field of road safety evaluation of driving behavior. Additionally, it reviews the three most commonly used driving behavior data collection methods, and compares the advantages and disadvantages of each. The paper proposes the main application scenarios of road safety evaluation methods based on driving behavior, such as road design, evaluation of the effects of road appurtenances, and intelligent highways. Furthermore, the paper summarizes a driving behavior index system based on vehicle data, driver's physiological and psychological data, and driver's subjective questionnaire data. A comprehensive evaluation method based on the fusion of each index system is presented in detail. Finally, the paper points out current research problems and the future development direction of the road safety evaluation method based on driving behavior.

道路交通安全应在道路设计、运营、维护和扩建的整个生命周期内进行评估。然而,基于交通事故和冲突技术评估道路交通安全的传统方法由于无法考虑所涉及的复杂环境因素而受到限制。为了解决这个问题,出现了一种新的基于驾驶行为的道路安全评估方法。由于驾驶员的行为可能因驾驶环境和个人特征而异,因此从驾驶员行为的角度评估道路安全已成为一个热门研究课题。本文分析了当前道路安全驾驶行为评价领域的研究趋势和主流期刊。此外,它还回顾了三种最常用的驾驶行为数据收集方法,并比较了每种方法的优缺点。提出了基于驾驶行为的道路安全评价方法的主要应用场景,如道路设计、道路附属物效果评价、智能高速公路等。此外,本文还总结了一个基于车辆数据、驾驶员生理和心理数据以及驾驶员主观问卷数据的驾驶行为指标体系。详细提出了一种基于各指标体系融合的综合评价方法。最后,指出了基于驾驶行为的道路安全评价方法的研究现状和未来发展方向。
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引用次数: 1
Factors affecting truck driver behavior on a road safety context: A critical systematic review of the evidence 道路安全背景下影响卡车司机行为的因素:对证据的关键系统回顾
IF 7.9 2区 工程技术 Q1 Engineering Pub Date : 2023-10-01 DOI: 10.1016/j.jtte.2023.04.006
Balamurugan Shandhana Rashmi, Sankaran Marisamynathan

Road traffic injuries and crashes are one of the major public concerns contributing to mortality and morbidity figures across the globe. Researchers estimated that around 90% of all causative factors for crashes are attributed to road users of which drivers are the principal controlling elements. Therefore, understanding complex human driver behavior and their possible violations or errors are necessary to control and prevent accident occurrence to a considerable extent. Studies on driver behavior of commercial vehicles such as trucks are scattered widely and scarcely explored hindering the possibility of road safety outcomes. This underscores the need to excavate and synthesize the past studies for an effective understanding of human factors causing truck crashes. In this paper, an attempt has been made to systematically review the pieces of literature and to identify the causative factors affecting truck driver behavior. The trend of studies shows a promising framework for improving truck driver safety on taking care of human factors influencing crashes. Most kinds of literature have cited unsafe driving behaviors as a predominant source of truck crashes. The outcomes of this research can be utilized by transportation firms and stakeholders for identifying the possible lags to develop pragmatic and possible effective preventive measures featuring truck driver safety.

道路交通伤害和撞车事故是造成全球死亡率和发病率的主要公众担忧之一。研究人员估计,造成车祸的所有因素中,约90%归因于道路使用者,而驾驶员是主要的控制因素。因此,了解复杂的人类驾驶员行为及其可能的违法或错误,对于在相当程度上控制和预防事故发生是必要的。对卡车等商用车驾驶员行为的研究分布广泛,几乎没有探索,阻碍了道路安全结果的可能性。这强调了挖掘和综合过去研究的必要性,以有效理解导致卡车碰撞的人为因素。在本文中,试图系统地回顾文献,并确定影响卡车驾驶员行为的原因。研究趋势表明,在考虑影响撞车事故的人为因素的基础上,为提高卡车驾驶员的安全性提供了一个很有前景的框架。大多数文献都将不安全驾驶行为列为卡车碰撞的主要来源。运输公司和利益相关者可以利用这项研究的结果来确定可能的滞后,以制定以卡车司机安全为特点的务实有效的预防措施。
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引用次数: 0
期刊
Journal of Traffic and Transportation Engineering-English Edition
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