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Toward A Comprehensive Framework for Accessibility Measures for Movement-Challenged Persons 为行动不便者制定无障碍措施的综合框架
Pub Date : 2024-09-09 DOI: 10.1177/03611981241270162
Md Musfiqur Rahman Bhuiya, Wanyun Shao, Steven Jones, Jun Liu
Access is one of the most important rights for persons with disabilities (PWDs), particularly for movement-challenged persons (MCPs). To adopt appropriate policy measures that ensure this right for MCPs, it is necessary to evaluate accessibility appropriately. There are, however, very few accessibility measures applicable to MCPs. The current study proposes a framework for a novel comprehensive accessibility measure for MCPs (CAMMCP) by integrating parameters of universal design and the impact of mode-specific challenges faced by MCPs with existing accessibility measures following an origin-to-destination approach. The study presents a literature review of existing accessibility measures and suggests approaches to modify measures to suit mobility challenges faced by MCPs. Modified accessibility measures have been integrated with other parameters related to universal design and mode-specific problems. Universal-design-related parameters will include ramp slope and curb cuts, which can be measured through physical survey. Information on the impact of mode-specific challenges to MCP accessibility can be collected through questionnaires and participatory survey methods. The study also suggests approaches to modifying existing accessibility measures that do not differentiate between mobility constraints for MCPs and non-MCPs when evaluating accessibility. CAMMCP will be helpful for transportation policymakers taking the initiative to improve built-environment accessibility for MCPs as well as for evaluating projects through the lens of transport equity. It can be particularly helpful in determining walkability and transit-service accessibility. Hopefully, it will help build better road networks and transportation modes to develop a sustainable and inclusive transportation system.
无障碍是残疾人最重要的权利之一,对于行动不便的人来说尤其如此。为了采取适当的政策措施确保行动不便者的这一权利,有必要对无障碍环境进行适当评估。然而,适用于移动障碍者的无障碍措施却很少。本研究提出了一个新颖的多式联运中心综合无障碍措施(CAMMCP)框架,该框架按照从起点到终点的方法,将通用设计参数和多式联运中心面临的特定模式挑战的影响与现有的无障碍措施结合起来。该研究对现有的无障碍措施进行了文献综述,并提出了修改措施的方法,以适应多功能中心站面临的流动性挑战。修改后的无障碍措施与其他与通用设计和特定模式问题相关的参数相结合。与通用设计相关的参数包括坡道坡度和路缘切口,可通过实际调查进行测量。通过问卷调查和参与式调查方法,可收集有关特定模式的挑战对多功能中心无障碍环境影响的信息。该研究还提出了修改现有无障碍措施的方法,这些措施在评估无障碍情况时没有区分多用途集散中心和非多用途集散中心的行动限制。CAMMCP 将有助于交通决策者主动改善多功能社区中心的建筑环境可达性,也有助于从交通公平的角度评估项目。它尤其有助于确定步行和公交服务的可达性。希望它能帮助建立更好的道路网络和交通模式,以发展可持续的包容性交通系统。
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引用次数: 0
Multi-Scale Study on the Effect of Snowmelt Salt on the Interface Adhesion of Rubberized Asphalt–Steel Slag 融雪盐对橡胶沥青-钢渣界面粘附力影响的多尺度研究
Pub Date : 2024-09-09 DOI: 10.1177/03611981241265686
Le Zhang, Yang Liu, Lan Wang, Zhihua Xue
To explore the effect of snowmelt agent on the adhesion of the rubberized asphalt–steel slag interface, the adhesion of the rubberized asphalt–steel slag interface under different concentrations of snowmelt agent was studied. The macroscopic fracture characteristics of the steel slag-rubberized asphalt mixture under different concentrations of snowmelt salt were studied. The surface energy of steel slag and rubberized asphalt after the action of different concentrations of snowmelt salt was tested at the microscopic scale, and then their adhesion was calculated. It was used to study the microscopic surface interaction under the action of snowmelt agents. At the molecular scale, the interface models of rubberized asphalt–NaCl solution–Ca3SiO5 were constructed, and the interaction between steel slag and asphalt under different concentrations of snowmelt agent was studied. The results show the following: when the concentration of snowmelt agent is 8%–12%, the fracture of the rubberized asphalt–steel slag mixture is more inclined to brittle fracture, and the failure speed is faster; the adhesion of steel slag-rubberized asphalt is weakened under the action of the snowmelt agent, but it can still maintain good adhesion; before the concentration of snowmelt agent reached saturation, the adhesion property of steel slag-rubberized asphalt decreases with the increase of snowmelt agent concentration; when the concentration of snowmelt agent reached saturation, NaCl precipitates and adheres to the molecular surface of steel slag, which enhances the interaction between steel slag and rubberized asphalt; the inflection point with salt concentration is related to the solvent precipitated from the solution.
为了探索融雪剂对橡胶沥青-钢渣界面粘附力的影响,研究了不同浓度融雪剂下橡胶沥青-钢渣界面的粘附力。研究了不同浓度融雪剂下钢渣橡胶沥青混合料的宏观断裂特性。在微观尺度上测试了不同浓度融雪剂作用下钢渣和橡胶沥青的表面能,并计算了它们的粘附力。该模型用于研究融雪剂作用下的微观表面相互作用。在分子尺度上,构建了橡胶沥青-NaCl 溶液-Ca3SiO5 的界面模型,研究了不同浓度融雪剂作用下钢渣与沥青的相互作用。结果如下:当融雪剂浓度为 8%-12%时,橡胶沥青-钢渣混合料的断裂更倾向于脆性断裂,破坏速度更快;钢渣-橡胶沥青在融雪剂的作用下粘附性减弱,但仍能保持良好的粘附性;在融雪剂浓度达到饱和之前,钢渣-橡胶沥青的粘附性随融雪剂浓度的增加而降低;当融雪剂浓度达到饱和时,NaCl析出并附着在钢渣分子表面,增强了钢渣与橡胶沥青的相互作用;盐浓度的拐点与溶液中析出的溶剂有关。
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引用次数: 0
How was your Crossing Experience? Development of a Pedestrian Satisfaction with Unsignalized Crossings Scale 您的过街体验如何?制定行人对无信号灯路口满意度量表
Pub Date : 2024-09-09 DOI: 10.1177/03611981241271598
Seth LaJeunesse, Wesley Kumfer, Sirisha Kothuri, Krista Nordback, Nathan McNeil
Unsignalized pedestrian crossing accommodations can improve pedestrian safety, yet their quality of service for pedestrians remains understudied. The present study explored whether and how pedestrians’ satisfaction with crossing unsignalized crossings varied according to the type of crossing accommodation used, that is, the rectangular rapid-flashing beacon (RRFB) with median island, median island alone, marked crosswalk, and unmarked crosswalk. The research team collected intercept survey and video observation data from 358 pedestrians across a total of 40 sites in two different cities. Structural equation models illustrated how pedestrians’ crossing-oriented satisfaction was shaped by their positive perceptions of safety and low levels of delay in the act of crossing the street. Crossing satisfaction also varied by unsignalized crossing accommodation type. Pedestrians perceived RRFBs with medians and median islands by themselves as comparably safer, more time efficient, and thus more satisfying than marked crosswalks without RRFBs or raised medians or at unmarked crosswalks. These findings could inform efforts to provide higher quality of service to pedestrians.
无信号灯行人过街设施可以提高行人安全,但其对行人的服务质量仍未得到充分研究。本研究探讨了行人对通过无信号灯人行横道的满意度是否以及如何根据所使用的过街设施类型(即带中间岛的矩形快速闪烁信号灯(RRFB)、仅中间岛、有标志人行横道和无标志人行横道)而有所不同。研究小组在两个不同城市的 40 个地点收集了 358 名行人的拦截调查和视频观察数据。结构方程模型说明了行人的过街满意度是如何由他们对安全的积极看法和过街行为的低延迟水平决定的。过街满意度还因无信号过街设施类型而异。行人认为,与不带 RRFB 或高架中线的有标志人行横道或无标志人行横道相比,带中线和中线岛的 RRFB 本身更安全、更省时,因此也更令人满意。这些发现可以为向行人提供更高质量的服务提供参考。
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引用次数: 0
Photomonitoring as a Tool for Monitoring Landslides: A Technology within Everyone’s Reach 将光电监测作为监测山体滑坡的工具:触手可及的技术
Pub Date : 2024-08-28 DOI: 10.1177/03611981241270173
Antonio Cosentino, Alessandro Brunetti, Paolo Mazzanti
Landslides pose significant threats to human lives and infrastructure, making accurate monitoring essential for understanding and preventing these events. Photomonitoring, utilizing optical/multispectral sensors and digital image processing techniques, has emerged as a valuable tool for studying and monitoring landslide deformation processes. This article explores the application of photomonitoring in landslide studies, presenting three diverse case studies showcasing its efficacy and versatility. The technique allows for continuous, automated, and real-time monitoring of landslide events, providing valuable insights into displacement patterns and deformation trends. To enhance its usability, the software IRIS was developed to analyze data acquired from various platforms and sensors. This innovative solution promises to improve landslide management, contributing to better comprehension, prevention, and mitigation strategies, ultimately ensuring the safety of communities and infrastructure in landslide-prone regions.
山体滑坡对人类生命和基础设施构成重大威胁,因此准确监测对了解和预防这些事件至关重要。光监测利用光学/多光谱传感器和数字图像处理技术,已成为研究和监测滑坡变形过程的重要工具。本文探讨了光监测在滑坡研究中的应用,介绍了三个不同的案例研究,展示了其功效和多功能性。该技术可对滑坡事件进行连续、自动和实时监测,为了解位移模式和变形趋势提供有价值的信息。为提高其可用性,开发了 IRIS 软件,用于分析从各种平台和传感器获取的数据。这一创新解决方案有望改善滑坡管理,有助于更好地理解、预防和缓解战略,最终确保滑坡多发地区的社区和基础设施安全。
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引用次数: 0
Systematic Study of Battery Electric Vehicle Ownership in England 英格兰电池电动汽车拥有量系统研究
Pub Date : 2024-08-28 DOI: 10.1177/03611981241271595
Justin Yiu, Jacek Pawlak, Ahmadreza Faghih Imani, Aruna Sivakumar
Battery electric vehicles (BEVs) form a big part of the UK’s agenda for decarbonizing road transport. Although there have been various policies such as purchase grants and vehicle tax exemptions, the BEV penetration rate in the UK was only 2.5% in September 2023. Most research analyzing electric vehicle (EV) ownership in the UK is either based on stated preference survey data or includes plug-in hybrid vehicles in the analysis because of the sparsity of BEV ownership data; there is limited research based on household revealed preference (RP) data. This paper develops a BEV ownership model using RP household-level data from England to discover influential factors, to validate the findings in the literature, or both. Specifically, this paper uses the subset of the UK National Travel Survey (NTS) special license data to estimate a series of binary logit models of BEV ownership as a function of several sociodemographic, regional, and temporal factors, and discusses the related policy implications. Household income, multivehicle ownership (resulting from range anxiety), and overnight parking on street (resulting from insufficient public charging infrastructure) are influential factors found in this study that align with previous studies. On the other hand, households with a mortgage loan, geographical attributes (such as population density), and household composition (e.g., number of adults and children) are new factors identified in this study. We also present a future BEV ownership prediction model for regions of England which clearly suggests that improving public charging infrastructure, especially in the north, is required to achieve widespread growth in BEV ownership.
电池电动汽车(BEV)是英国道路交通去碳化议程的重要组成部分。虽然英国出台了各种政策,如购买补贴和车辆税减免,但到 2023 年 9 月,英国的 BEV 普及率仅为 2.5%。分析英国电动汽车(EV)拥有率的大多数研究要么基于陈述偏好调查数据,要么将插电式混合动力汽车纳入分析范围,因为英国 BEV 拥有率数据稀少;而基于家庭显性偏好(RP)数据的研究则非常有限。本文利用英格兰的 RP 家庭数据建立了一个 BEV 拥有率模型,以发现影响因素或验证文献中的研究结果,或两者兼而有之。具体而言,本文利用英国全国出行调查(NTS)的特殊许可证数据子集,估算了一系列二元对数模型,将 BEV 拥有率作为若干社会人口、地区和时间因素的函数,并讨论了相关的政策影响。本研究发现,家庭收入、拥有多辆汽车(由于续航里程焦虑)和在街道上过夜停车(由于公共充电基础设施不足)等影响因素与之前的研究结果一致。另一方面,有抵押贷款的家庭、地理属性(如人口密度)和家庭组成(如成人和儿童数量)是本研究中发现的新因素。我们还提出了英格兰各地区未来电动汽车保有量预测模型,该模型清楚地表明,要实现电动汽车保有量的广泛增长,就必须改善公共充电基础设施,尤其是在北部地区。
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引用次数: 0
Logistics Model for Indonesia’s National Freight Model System: From a Deterministic to a Stochastic Framework 印度尼西亚国家货运模型系统的物流模型:从确定性框架到随机框架
Pub Date : 2024-08-28 DOI: 10.1177/03611981241270181
Lydia Novitriana Nur Hidayati, Gerard de Jong, Anthony Whiteing
One of the components of a new model, called INTRAMOD, for Indonesia’s domestic freight transport is the logistics model. The logistics model describes shipment size choice and the choice between five different transport chain alternatives involving four main modes: truck, train, vessel, and plane. This paper presents the work to forecast the disaggregate transport chain and shipment size choices for Indonesia’s domestic shipments by applying a deterministic and a stochastic approach. Using a standard economic order quantity model with a consolidation assumption, a deterministic approach is used to determine the transport chain and shipment size, minimizing total logistics cost. As an alternative for this, a stochastic model aims to improve the logistics choice modeling by employing data on the manufacturer’s revealed preferences and stated preferences about only the transport chain choice. The chosen specification for the stochastic approach is utilizing the multinomial logit model. Using the demand elasticities for all alternatives with respect to changes in its transport cost, a comparison will be made between the two approaches. In addition, it is concluded that the deterministic model is susceptible to sticky and flip-flop behaviors. In contrast, this characteristic is absent from the stochastic approach.
物流模型是印尼国内货运新模型(INTRAMOD)的组成部分之一。物流模型描述了装运规模选择以及在涉及卡车、火车、轮船和飞机四种主要运输方式的五种不同运输链替代方案之间的选择。本文介绍了采用确定性和随机性方法预测印尼国内货运的分类运输链和装运规模选择的工作。采用标准经济订货量模型和合并假设,确定性方法用于确定运输链和装运规模,使物流总成本最小化。作为一种替代方法,随机模型旨在通过使用制造商的显性偏好数据和仅对运输链选择的显性偏好数据来改进物流选择模型。随机方法所选择的规范是利用多叉 logit 模型。利用所有替代品对其运输成本变化的需求弹性,对两种方法进行比较。此外,得出的结论是,确定性模型容易出现粘性和翻转行为。相比之下,随机方法则不存在这一特点。
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引用次数: 0
Market Penetration Rate Optimization for Mobility Benefits of Connected Vehicles: A Bayesian Optimization Approach 针对车联网的移动性优势进行市场渗透率优化:贝叶斯优化方法
Pub Date : 2024-08-27 DOI: 10.1177/03611981241270158
Di Sha, Yu Tang, Kaan Ozbay, Jingqin Gao, Fan Zuo
The advancements of connected vehicle (CV) technologies promise significant safety, mobility, and environmental benefits for future transportation systems. These benefits will largely rely on the market penetration rate (MPR) of CVs and connected infrastructure. However, higher MPR is not guaranteed to result in greater benefits in a transportation system in some cases even if we do not consider the deployment cost of CVs. Therefore, understanding the optimal CV MPR to achieve the best system benefits is informative and can provide some guidance for transportation agencies to use appropriate incentives or other policies to potentially affect the speed of CV adoption. Instead of using the traditional incremental method, this paper proposed a simulation-based approach combined with Bayesian optimization to determine the optimal CV MPR that achieves the highest performance benefits for a freeway segment. The proposed methodology is tested in the I-210 E (in California, U.S.) simulation freeway segment built and calibrated in Simulation of Urban Mobility software as a case study. The weighted sum of the average total travel time on the mainline and the average queue length of on-ramps is formulated as the objective function to optimize the CV MPR. Different weight combinations are tested as different scenarios. The optimization results of these scenarios show that, when the weight of total travel time is high, the optimal CV MPR tends to be high. On the contrary, when the weight of queue length increases, higher CV MPRs may not guarantee higher benefits for the traffic system. The globally optimal CV MPR can be as low as 3%. The case study also confirms the effectiveness of optimizing the CV MPR based on microsimulation and Bayesian optimization.
互联汽车(CV)技术的进步有望为未来的交通系统带来巨大的安全、机动性和环境效益。这些效益在很大程度上取决于 CV 和互联基础设施的市场渗透率(MPR)。然而,在某些情况下,即使我们不考虑 CV 的部署成本,较高的 MPR 也不能保证为交通系统带来更大的效益。因此,了解实现最佳系统效益的最佳 CV MPR 具有参考价值,可为交通机构提供一些指导,以使用适当的激励措施或其他政策来影响 CV 的采用速度。本文没有使用传统的增量法,而是提出了一种基于模拟的方法,并结合贝叶斯优化来确定最优的 CV MPR,从而为高速公路路段实现最高的性能效益。本文提出的方法以 I-210 E(位于美国加利福尼亚州)模拟高速公路路段为案例进行了测试,该路段是在模拟城市交通软件中构建和校准的。主线上的平均总行车时间与匝道上的平均排队长度的加权和被设定为优化 CV MPR 的目标函数。不同的权重组合作为不同的方案进行测试。这些方案的优化结果表明,当总行程时间的权重较高时,最优 CV MPR 趋于较高。相反,当队列长度的权重增加时,较高的 CV MPR 可能无法保证交通系统获得更高的效益。全局最优 CV MPR 可低至 3%。该案例研究还证实了基于微观模拟和贝叶斯优化法优化 CV MPR 的有效性。
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引用次数: 0
Composite Accessibility Index: A Novel and Holistic Measure for Evaluating Transit Accessibility 综合无障碍指数:评估公交可达性的新颖而全面的衡量标准
Pub Date : 2024-08-27 DOI: 10.1177/03611981241270156
Rohit Rathod, Gaurang Joshi, Shriniwas Arkatkar
The accessibility of public transport is a vital factor for the overall success of transit operations. It determines whether people choose to use and rely on public transport by assessing the ease of accessing opportunities. Accessibility, as a measure of the system’s performance, encompasses various travel segments and can be evaluated from different perspectives. Evaluating transit accessibility in data-constrained environments, particularly in developing countries, requires an optimal framework. The present study proposed a framework by modifying available accessibility measurement indices and trying to encompass all affecting variables in a single composite index. The integrated transit system comprising the bus rapid transit system and city bus in Surat city, India, is selected to demonstrate the proposed framework. The results of the ranked-based correlation coefficient test exhibit the comprehensive assessment capabilities of the proposed composite index in evaluating transit performance. Surat city’s transit network shows better coverage based on the gravity model theory, that is, moderate performance in local coverage offered capacity per population. However, it exhibits poor accessibility with respect to reaching destinations, resulting in below-average transit accessibility. Except for the city center and eastern part, 65% of the city area experiences inadequate accessibility of public transport. These findings align with the city’s low transit mode share of 2.5% and stagnant daily ridership of 0.25–0.28 million passengers in the last half decade. The composite index map serves as a planning tool for optimizing the utilization of available resources and guiding future policy implementations.
公共交通的可达性是公交运营取得全面成功的重要因素。它通过评估获得机会的难易程度来决定人们是否选择使用和依赖公共交通。作为系统性能的衡量标准,可达性包括各种出行环节,可以从不同角度进行评估。在数据受限的环境中,尤其是在发展中国家,评估公交可达性需要一个最佳框架。本研究通过修改现有的可达性测量指数提出了一个框架,并试图将所有影响变量纳入一个单一的综合指数中。本研究选择了印度苏拉特市由快速公交系统和城市公交组成的综合公交系统来演示所提出的框架。基于排序的相关系数测试结果表明,所提出的综合指数在评估公交性能方面具有全面的评估能力。根据重力模型理论,苏拉特市的公交网络显示出较好的覆盖率,即按人口提供的运力在当地覆盖率方面表现适中。然而,在到达目的地方面却表现出较低的可达性,导致公交可达性低于平均水平。除市中心和东部地区外,全市 65% 的地区公共交通可达性不足。这些发现与该市 2.5%的低公交出行比例以及过去 50 年中停滞不前的每日乘客量(25 万至 28 万人次)相吻合。综合指数地图可作为优化可用资源利用和指导未来政策实施的规划工具。
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引用次数: 0
Software Defined Radio-Based Long-Term Evolution for Infrastructure-Based Vulnerable Road Users Safety: A Field Demonstration 基于软件定义无线电的长期演进技术,用于保障基于基础设施的易受伤害道路使用者的安全:实地演示
Pub Date : 2024-08-27 DOI: 10.1177/03611981241258983
Seyedmehdi Khaleghian, Austin Harris, Mohamed Fadul, Donald Reising, Mina Sartipi
The limited connectivity of vehicles presents a notable challenge, as their inability to establish communication with other vehicles and pedestrians can lead to safety concerns, particularly for vulnerable road users (VRUs). The Infrastructure-to-Pedestrian (I2P) communication pathway can play a vital role in mitigating these safety concerns, as implementing I2P is expected to significantly enhance safety for pedestrians, cyclists, and motorcyclists. The Third Generation Partnership Program (3GPP) introduced cellular vehicle-to-everything (V2X) communication with the release for 3GPP Release 14 in 2017. In this paper, we conduct an extensive review of V2I and I2P communication, and then present a Long-Term Evolution (LTE)-I2P communication architecture. We later describe key ideas of software-defined networks and their concepts for I2P services. Additionally, we conduct a field test of I2P LTE-based communication and assess its feasibility. The urban connected testbed in downtown Chattanooga, “MLK Smart Corridor,” services is the experimental platform for this assessment. Performance indicators like average end-to-end (E2E) latency and packet delivery ratio (PDR) are used for comparison.
车辆的连接能力有限是一个显著的挑战,因为它们无法与其他车辆和行人建立通信,这可能会导致安全问题,尤其是对易受伤害的道路使用者(VRU)而言。基础设施到行人(I2P)通信途径可在缓解这些安全问题方面发挥重要作用,因为实施 I2P 预计将大大提高行人、骑自行车者和骑摩托车者的安全。随着 2017 年 3GPP Release 14 的发布,第三代合作伙伴计划(3GPP)引入了蜂窝式车对物(V2X)通信。在本文中,我们对 V2I 和 I2P 通信进行了广泛回顾,然后介绍了一种长期演进(LTE)-I2P 通信架构。随后,我们介绍了软件定义网络的主要思想及其 I2P 服务概念。此外,我们还对基于 LTE 的 I2P 通信进行了实地测试,并评估了其可行性。查塔努加市中心的城市互联测试平台 "MLK 智能走廊 "服务是此次评估的实验平台。平均端到端(E2E)延迟和数据包交付率(PDR)等性能指标被用来进行比较。
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引用次数: 0
Association Patterns of Work Zone Crashes using Bayesian Network 使用贝叶斯网络分析工作区碰撞的关联模式
Pub Date : 2024-08-24 DOI: 10.1177/03611981241270161
Subasish Das, M. Ashifur Rahman, Jinli Liu, Xinyue Ye, Boniphace Kutela
Ensuring the safety of work zones is a top priority for transportation agencies because of the dangers posed by vehicles changing lanes and paths within these areas. Recent statistics highlight the seriousness of this issue, showing a shocking 46% increase in fatal collisions within work zones in 2019 compared with 2011. Therefore, this study examined crashes related to intrusions or encroachments in work zones to uncover the underlying mechanisms. Analyzing four years of crash data (2016–2019) from the Texas Department of Transportation, this research utilized Bayesian network to identify crucial factors, their relationships, and potential alternative scenarios. The severity of injuries in work zone intrusion accidents was significantly influenced by male drivers, curved roads, and specific patterns of driver distraction and condition. The study revealed three distinct scenarios with complete probability of specific attributes: (1) crashes on rural non-principal arterial roads; (2) collisions with non-barrier fixed objects; and (3) non-injury crashes involving non-barrier fixed objects and driving violations. The detailed findings from this study can provide valuable insights for safety engineers, enabling them to reduce work zone crashes caused by encroachments. By comprehending the key factors and their effects, transportation agencies can implement effective measures to lessen the risks associated with work zone encroachments, ultimately creating a safer environment for both drivers and road workers.
确保施工区的安全是交通机构的首要任务,因为车辆在这些区域内变换车道和路径会带来危险。最近的统计数据凸显了这一问题的严重性,与 2011 年相比,2019 年在施工区内发生的致命碰撞事故增加了 46%,令人震惊。因此,本研究调查了与侵入或侵占施工区相关的碰撞事故,以揭示其背后的机理。本研究分析了德克萨斯州交通局四年(2016-2019 年)的碰撞数据,利用贝叶斯网络确定了关键因素、其关系以及潜在的替代方案。男性驾驶员、弯曲的道路以及驾驶员分心和状态的特定模式对工作区侵入事故中的伤害严重程度有显著影响。研究揭示了三种不同的情景,其特定属性的概率完全不同:(1) 在农村非主要干道上的碰撞;(2) 与非路障固定物的碰撞;(3) 涉及非路障固定物和违规驾驶的非伤害性碰撞。这项研究的详细结果可为安全工程师提供宝贵的见解,使他们能够减少因侵占而造成的施工区碰撞事故。通过了解关键因素及其影响,交通机构可以实施有效措施来降低与工作区侵占相关的风险,最终为驾驶员和道路工人创造更安全的环境。
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引用次数: 0
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Transportation Research Record: Journal of the Transportation Research Board
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