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A Study of the Effects of Road Tunnel on Driver Behavior and Road Safety Using Driving Simulator 利用驾驶模拟器研究公路隧道对驾驶员行为和道路安全的影响
Q3 Engineering Pub Date : 2013-07-01 DOI: 10.4399/97888548611764
A. Calvi, F. D’Amico
The present paper wants to contribute to the knowledge of the tunnel effects on driving performance and safety using the advanced technology of driving simulator. Specifically this study presents the first results of a wider research aimed at establishing how drivers behave inside road tunnel as well as approaching it and exiting from it. Moreover the study verifies a correlation between accident rates and an advanced indicator of simulation computed inside tunnel sections. A highway scenario with eight existing tunnels is reproduced in CRISS driving simulator and several driving parameters are recorded among a sample of twenty-five drivers. Tunnel scenario (TS) data are processed and compared with those of a control scenario (CS), characterized by the same road geometries and alignment of the first one, but without any tunnels. Results confirm previous findings of naturalistic and simulator driving studies about drivers performance inside road tunnels, with significant differences of longitudinal speeds, acceleration and lateral position recorded along the TS and the CS. Moreover the literature safety indicator of driving simulation Pathologic Discomfort (PD) is computed in order to 1) assess the length of approaching and exiting sections of road tunnel and 2) verify PD correlation with the accident rate recorded inside each tunnel. Simulator limitations and future directions of the research are discussed in order to provide guidelines for practical application to road tunnel design and safety measures, taking in account driving performance.
本文希望利用先进的驾驶模拟器技术,为了解隧道对驾驶性能和安全的影响做出贡献。具体来说,这项研究提出了一项更广泛的研究的第一个结果,旨在确定驾驶员在道路隧道内的行为,以及接近和离开隧道。此外,研究还验证了事故率与隧道断面内模拟计算的先进指标之间的相关性。在CRISS驾驶模拟器中再现了具有8条现有隧道的高速公路场景,并在25名驾驶员的样本中记录了几个驾驶参数。隧道场景(TS)的数据被处理并与控制场景(CS)的数据进行比较,控制场景的特征是与第一个场景具有相同的道路几何形状和路线,但没有隧道。结果证实了之前关于驾驶员在公路隧道内表现的自然驾驶和模拟驾驶研究的结果,即沿TS和CS记录的纵向速度、加速度和横向位置存在显著差异。此外,计算驾驶模拟病理不适(PD)的文献安全指标,以便1)评估道路隧道进出路段的长度,2)验证PD与各隧道内记录的事故率的相关性。讨论了模拟器的局限性和未来的研究方向,以便在考虑驾驶性能的情况下,为公路隧道设计和安全措施的实际应用提供指导。
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引用次数: 55
Nonlinear Acceleration and Deceleration Response Behavior in Stimulus-Response Car-Following Models 刺激-响应汽车跟随模型的非线性加减速响应行为
Q3 Engineering Pub Date : 2013-01-01 DOI: 10.4399/97888548663246
Saidi Siuhi, M. Kaseko
This study developed a nonlinear family of car-following models that emulate driving behavior in congested freeway traffic conditions. The study developed separate sub-models for acceleration and deceleration responses. The study calibrated these models using individual vehicle trajectory data for "automobile following automobile" collected on a segment of Interstate 101 in Los Angeles, California. The study used nonlinear regression with robust standard errors to estimate the model parameters and to obtain their distributions across drivers. The stimulus response thresholds that delimited the acceleration and deceleration responses were determined based on Signal Detection Theory. The results indicated that the average driver's response time lag was lower for the deceleration response than for the acceleration response. This result was expected, since deceleration response is related to safety, therefore, drivers tend to respond faster than for acceleration response. The acceleration response is related to drivers' desire to attain maximum speed, which is a less critical need than deceleration response. Due to similar reasons, the results also showed that the average stimulus response threshold was lower for deceleration response than acceleration response. Furthermore, the deceleration response had higher magnitude of parameters than the acceleration response, which further indicated that, on the average, drivers were more aggressive when required to decelerate than when they wanted to accelerate. Additionally, drivers' response to negative stimuli is sometimes further aided by the activation of brake lights for a leading vehicle that is braking.
本研究开发了一组非线性车辆跟随模型来模拟拥挤高速公路交通条件下的驾驶行为。该研究为加速和减速响应开发了单独的子模型。该研究使用在加州洛杉矶101号州际公路上收集的“一辆车跟着一辆车”的个别车辆轨迹数据来校准这些模型。本研究采用具有鲁棒标准误差的非线性回归估计模型参数,并得到模型参数在驾驶员间的分布。基于信号检测理论确定了划分加减速响应的刺激响应阈值。结果表明,驾驶员对减速响应的平均响应时间滞后小于对加速响应的平均响应时间滞后。这一结果是意料之中的,因为减速响应与安全有关,因此,驾驶员往往比加速响应更快。加速响应与驾驶员获得最大速度的愿望有关,这是一个不那么关键的需求,而不是减速响应。由于类似的原因,结果也表明减速响应的平均刺激反应阈值低于加速响应。此外,减速响应的参数量级高于加速响应,这进一步表明,平均而言,驾驶员在被要求减速时比在想要加速时更积极。此外,驾驶员对负面刺激的反应有时还会因前面正在刹车的车辆的刹车灯的激活而进一步增强。
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引用次数: 2
A Statistical Analysis of Motorcycle Helmet Wearing in Greece 希腊摩托车头盔佩戴情况的统计分析
Q3 Engineering Pub Date : 2012-07-01 DOI: 10.4399/97888548486725
G. Yannis, A. Laiou, S. Vardaki, E. Papadimitriou, Anastasios Dragomanovits, G. Kanellaidis
This article reports on a study of motorcycle helmet use in Greece. The authors remind readers that wearing a helmet is the single most effective way of reducing head injuries and fatalities resulting from motorcycle crashes. They conducted an on-site observational survey and then developed a binary logistic regression model to analyze the data. The independent variables used were time of the day, motorcycle type, road type and riders’ characteristics (gender, age and position on the motorcycle, i.e., driver or passenger). Pseudo-elasticity values for all variables were calculated in order to quantify the impact of each variable on helmet use. The authors found low rates of helmet use. However, the rates were higher in rural than in urban areas and higher for drivers of large motorcycles. The authors conclude that motorcycle helmet wearing should be rigorously enforced at a population level. Community education campaigns for motorcyclists should also be promoted and public awareness of the crash risk associated with riding without a helmet should be increased.
本文报道了一项关于希腊摩托车头盔使用情况的研究。作者提醒读者,戴头盔是减少摩托车碰撞造成的头部受伤和死亡的最有效的方法。他们进行了现场观察调查,然后建立了二元逻辑回归模型来分析数据。使用的自变量是一天中的时间,摩托车类型,道路类型和骑手的特征(性别,年龄和摩托车上的位置,即驾驶员或乘客)。计算所有变量的伪弹性值,以量化每个变量对头盔使用的影响。作者发现头盔的使用率很低。然而,农村地区的死亡率高于城市地区,大型摩托车司机的死亡率更高。作者得出结论,摩托车头盔的佩戴应该在人口水平上严格执行。还应促进针对摩托车手的社区教育运动,并应提高公众对不戴头盔骑行所带来的撞车风险的认识。
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引用次数: 5
About Pedestrian Safety in Europe 关于欧洲的行人安全
Q3 Engineering Pub Date : 2011-07-01 DOI: 10.4399/97888548415121
G. Yannis, E. Papadimitriou, P. Evgenikos
The objective of this research is to create an overall picture of pedestrians' road safety in European countries, to identify factors associated with increased pedestrian fatality risk, and to propose countermeasures for the improvement of pedestrians road safety in Europe. In particular, data on pedestrians' fatalities for the period 1997-2006 from 19 EU countries, extracted from the EU CARE database, are associated with basic road safety factors like pedestrian's age and gender (with particular focus on children and the elderly), lighting conditions, area type (inside / outside urban area) as well as seasonality. Both overall trends and countries comparisons are examined, whereas pedestrians' accident risk rates (fatalities per population) are also estimated. The results suggest that, although pedestrian fatalities in Europe present a decreasing trend, pedestrian fatality rates are still increased in Southern European countries, as well as in the new Member States. Moreover, pedestrian fatalities are increased inside urban areas, at night-time and during the winter, whereas children and the elderly remain the most vulnerable groups. These results are further discussed in relation to pedestrians risk exposure. Finally, a review of various road safety measures from the international experience is carried out and specific areas of action are proposed in the light of these results. Keywords - pedestrians, risk factors, road safety, Europe Language: en
本研究的目的是全面了解欧洲国家的行人道路安全状况,确定与行人死亡风险增加相关的因素,并提出改善欧洲行人道路安全的对策。特别是,从EU CARE数据库中提取的19个欧盟国家1997-2006年期间的行人死亡数据与行人的年龄和性别(特别关注儿童和老人)、照明条件、区域类型(城市内外)以及季节性等基本道路安全因素有关。研究了总体趋势和各国比较,同时还估计了行人的事故风险率(人均死亡人数)。结果表明,尽管欧洲的行人死亡率呈下降趋势,但南欧国家和新会员国的行人死亡率仍在上升。此外,在城市地区、夜间和冬季,行人死亡人数增加,而儿童和老人仍然是最脆弱的群体。这些结果进一步讨论了行人风险暴露的关系。最后,根据国际经验对各种道路安全措施进行了审查,并根据这些结果提出了具体的行动领域。关键词:行人,危险因素,道路安全,欧洲
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引用次数: 9
Is Road Traffic Fatalities Affected by Economic Growth and Urbanization Development 道路交通死亡人数是否受经济增长和城市化发展的影响
Q3 Engineering Pub Date : 2011-04-01 DOI: 10.4399/97888548388648
A. Bener, A. Yousif, M. A. Al-Malki, I. El-Jack, M. Bener
Number of vehicles registered and population growth are predictors for traffic injuries and fatalities. Qatar has witnessed during the last two decades considerable increase both in terms of population growth and vehicle registration. Ever since 1940s many researchers have tried to define a model that could be implemented to predict road traffic fatalities anywhere in the world. To this date there is no universal model that could accurately predict traffic fatalities in any country due to the existence of difference in environmental and infrastructures. The objective of this paper was to estimate the road traffic fatalities using regression analyses formula and compare the results with Smeed's equation for estimating fatalities. The study also aimed to examine the relationship between economic growth and traffic fatalities. We have used the data on Gross Domestic Product, vehicles, population and fatalities during the period from 1990 to 2006 of the State of Qatar and analysed the data for fatalities estimate using both the equations of regression and Smeed to find the error. The results of this study show that Smeed's formula leads to a remarkably higher estimation of road traffic fatalities in Qatar than the estimate fatality by regression. The fatality estimate has been consistently rising over the past two decades. The figure shows that there is a positive association between the economic growth and traffic fatalities. In conclusion, the current study has shown that the regression analysis estimate gives better and reliable road traffic fatalities than Smeed's fatality estimation in Qatar. In Qatar, it appeared that GDP growth is associated with a rise in traffic deaths.
登记车辆数量和人口增长是交通伤亡的预测指标。在过去二十年中,卡塔尔在人口增长和车辆登记方面都有了相当大的增长。自20世纪40年代以来,许多研究人员一直试图定义一个可以在世界任何地方实施的预测道路交通死亡的模型。到目前为止,由于环境和基础设施的差异,没有一个通用的模型可以准确地预测任何国家的交通死亡人数。本文的目的是利用回归分析公式估计道路交通死亡人数,并将结果与Smeed估计死亡人数的方程进行比较。该研究还旨在调查经济增长与交通事故死亡人数之间的关系。我们使用了卡塔尔国1990年至2006年期间的国内生产总值、车辆、人口和死亡人数的数据,并使用回归方程和Smeed对死亡人数估计数据进行了分析,以找出误差。本研究结果表明,Smeed公式得出的卡塔尔道路交通死亡人数估计值明显高于回归估计值。在过去的二十年里,死亡人数一直在上升。这个数字表明经济增长和交通事故死亡人数呈正相关。总之,目前的研究表明,回归分析估计给出了更好和可靠的道路交通死亡人数比Smeed的死亡人数估计在卡塔尔。在卡塔尔,GDP的增长似乎与交通死亡人数的上升有关。
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引用次数: 9
Using Traffic Micro-Simulation to Test Route Diversion as a Real-Time Crash Prevention Strategy on Freeways 基于交通微仿真的高速公路改道实时防撞策略研究
Q3 Engineering Pub Date : 2011-04-01 DOI: 10.4399/97888548388642
M. Abdel-Aty, V. Gayah
The purpose of this study is to examine the potential of route diversion for reducing the real-time crash risk along a typical urban freeway. The PARAMICS micro-simulation software package was used to simulate the Interstate-4 corridor in Florida. The crash risk along the freeway was determined using models created by the authors that yielded values of both the rear-end and lane-change crash risks using real-time loop detector data. Route diversion was applied at different network loading levels to determine the effects of diverting vehicles at different levels of congestion. The study shows that route diversion is an effective crash prevention strategy when the freeway is operating in uncongested conditions. In this situation, the crash risk decreases between the locations where vehicles are diverted from and where the diverted vehicles re-enter the freeway. In general, diverting more vehicles and diverting vehicles further downstream serves to improve the overall safety benefits experienced. The only downside to diverting more vehicles or diverting them further downstream is the increased overall travel time; however, the travel time increase encountered in this study was within acceptable limits of about 5% during the uncongested conditions.
本研究的目的是研究路线改道对降低典型城市高速公路实时碰撞风险的潜力。采用PARAMICS微模拟软件包对佛罗里达州4号州际公路走廊进行模拟。高速公路上的碰撞风险是由作者创建的模型确定的,该模型利用实时环路检测器数据产生了追尾和变道碰撞风险的值。在不同的网络负荷水平下进行路线改道,以确定在不同拥堵水平下改道的效果。研究表明,当高速公路在非拥堵状态下运行时,改道是一种有效的防撞策略。在这种情况下,车辆改道的位置和改道车辆重新进入高速公路的位置之间的碰撞风险降低。总的来说,将更多的车辆转移到下游,可以提高整体的安全效益。让更多的车辆改道或将它们改道到下游的唯一缺点是增加了整体的旅行时间;然而,在本研究中,在不拥堵的情况下,出行时间的增加在5%左右的可接受范围内。
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引用次数: 2
A Cross-Nested Logit Model for Trip Type-Mode Choice: An Application 旅行类型-模式选择的交叉嵌套Logit模型:一个应用
Q3 Engineering Pub Date : 2011-04-01 DOI: 10.4399/97888548388643
Valerian Kwigizile, D. Chimba, T. Sando
We applied the cross-nested logit (CNL) model to home-based trips reported in the 2001 National Household Travel Survey (NHTS) database to explain individuals' choices of trip type and mode to use. We also compared the CNL model results to those from the nested-logit (NL) model and the network Generalized Extreme Value (Network GEV) model. Alternative modes (private, public, walk and other) are available to each of the four trip purposes (home-based work, home-based shopping, home-based recreational, and homebased other), namely the nests. The results indicated that the CNL model conveniently models decisions on trip type and mode to use made by individual travelers. Its results are comparable to those of the network GEV model. The models identify the impact of individuals' socioeconomics and alternative attributes on trip type and mode choices. The presence of children in a household increases the probability of choosing a private mode while it decreases the probability of using public transport or walk. Private mode and public transport were more attractive to travelers than walking when considering the combined trip distance and travel time. Individuals from households with higher income prefer private mode to public transportation. However, income is not a significant factor on a decision to walk. Since the data used is a national-wide database, a study in which a different data set collected locally is recommended. The NHTS data set may suffer from spatial variation among the travelers and hence produce inconclusive results.
我们将交叉嵌套logit (CNL)模型应用于2001年全国家庭旅行调查(NHTS)数据库中的家庭旅行报告,以解释个人对旅行类型和使用方式的选择。我们还将CNL模型的结果与嵌套logit (NL)模型和网络广义极值(network GEV)模型的结果进行了比较。四种出行目的(居家工作、居家购物、居家娱乐和居家其他)都有可供选择的模式(私人、公共、步行和其他),即巢。结果表明,CNL模型可以方便地模拟个体出行者对出行方式和出行方式的决策。其结果与网络GEV模型的结果相当。这些模型确定了个体的社会经济和可选属性对出行类型和方式选择的影响。有孩子的家庭增加了选择私人出行方式的可能性,同时降低了使用公共交通或步行出行的可能性。综合考虑出行距离和出行时间,私家车和公共交通对出行者的吸引力大于步行。相对于公共交通,高收入家庭的个人更喜欢乘坐私人交通工具。然而,收入并不是决定步行的重要因素。由于所使用的数据是一个全国性的数据库,因此建议进行一项研究,在研究中使用在当地收集的不同数据集。NHTS数据集在旅行者中可能存在空间差异,因此产生不确定的结果。
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引用次数: 6
Safety and Headway Characteristics in Highway Work Zones with Automated Speed Enforcement 采用自动测速系统的高速公路工作区域的安全性和车头时距特性
Q3 Engineering Pub Date : 2011-04-01 DOI: 10.4399/97888548388646
Ming-Heng Wang, R. Benekohal, H. Ramezani, H. Nassiri, J. C. Medina, Ali Hajbabaie
This paper investigated the headway distribution of platooning vehicles in work zones with and without automated Speed Photo Enforcement (SPE). Data from two work zones were collected and analyzed. The portion of vehicles traveling with a very short headway (less than 0.7 sec) was also examined. In addition, the behavior of vehicles near the law enforcement vehicles was analyzed in terms of applying brakes and changing lane in one of the work zones. The results indicated that the mean headway of cars in the median lane significantly increased in both work zones when the SPE van was present compared to the base condition. For trucks, the mean headway increase was significant only in the shoulder lane when the SPE was present. This is a beneficial effect and indicates that drivers had a longer time to react to the lead vehicles. It was also found that the proportion of cars traveling with a very short headway in the median lane significantly decreased when a SPE van was present at one work zone (I-64). In the shoulder lane, no very short headway was observed when SPE was implemented. The difference in braking behavior was not significant when SPE was compared to police car presence. However, lane changing behavior was significantly different for cars traveling in the median lane and also for trucks traveling in the shoulder lane. The proportion of cars changing lanes was 5 percent with a police car present and increased to 8 percent when the SPE van was present. A significant number of trucks changed lanes from the shoulder to the median when the police car was present to comply with state law.
研究了安装和不安装自动测速照片执法系统(SPE)时,车辆在工作区内的车头时距分布。从两个工作区域收集和分析数据。同时,研究人员还检测了车头时距非常短(小于0.7秒)的车辆。此外,分析了执法车辆附近车辆在某一工作区内的刹车和变道行为。结果表明,与基本条件相比,SPE货车存在时,两个工作区域中线车道车辆的平均车头时距均显著增加。对于卡车来说,只有在有SPE存在的情况下,平均车头时距才会显著增加。这是一个有益的效果,表明司机有更长的时间对前面的车辆做出反应。研究还发现,当一辆SPE货车出现在一个工作区域(I-64)时,在中位数车道行驶的汽车比例显著减少。在肩道中,SPE实现时没有观察到非常短的车头时距。当SPE与警车的存在相比较时,制动行为的差异并不显著。然而,在中间车道行驶的汽车和在肩道行驶的卡车的变道行为显著不同。有警车在场时,车辆变道的比例为5%,而有SPE货车在场时,这一比例上升至8%。为了遵守州法律,当警车出现时,相当数量的卡车从路肩改为中间车道。
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引用次数: 2
Assessment of the design of reverse horizontal curves to accommodate heavy vehicles based on simulation 基于仿真的重型车辆逆向水平弯道设计评价
Q3 Engineering Pub Date : 2011-04-01 DOI: 10.4399/97888548388641
Evanthia Kazagli, B. Psarianos
Current geometric design policies use passenger cars as design vehicles, while truck operational and dynamic characteristics are not included or not addressed consistently. Furthermore, critical geometric design parameters such as horizontal curves radii are determined without consideration of the effect of vertical alignment. The objective of this work is to investigate whether critical road sections such as reverse horizontal curves with spiral curves, can accommodate typical heavy vehicles with safety. The analysis was focused on rural and suburban two-lane roads with undivided pavement that produce the largest accident rates. By means of "road - driver - vehicle" simulation system developed in TruckSim, the vehicle dynamic response to inputs from the immediate environment is analyzed, while same kind of outputs that might be measured with physical tests involving instrumented vehicles are calculated and plotted. Results indicated that horizontal curves minimum radii that are implemented according to several design criteria, can not be used in conjunction with the allowed interval of grades, and that the table of minimum radii must comprehend a limitation for the applicable grade. Otherwise, exclusively speed limits depending on the road geometry or larger radii must be used in order to adequately accommodate heavy vehicles.
目前的几何设计政策以乘用车作为设计车辆,而卡车的操作和动态特性没有被包括在内或没有得到一致的解决。此外,关键的几何设计参数,如水平曲线半径的确定没有考虑垂直对齐的影响。本研究的目的是研究关键路段,如反向水平弯道与螺旋弯道,是否可以安全地容纳典型的重型车辆。该分析主要集中在农村和郊区的双车道道路上,这些道路的未分割路面产生的事故率最高。利用TruckSim开发的“道路-驾驶员-车辆”仿真系统,分析了车辆对直接环境输入的动态响应,同时计算并绘制了涉及仪表车辆的物理测试可能测量到的同类输出。结果表明,根据几种设计准则实现的水平曲线最小半径不能与允许的等级间隔结合使用,最小半径表必须包含适用等级的限制。否则,根据道路几何形状或更大的半径,必须使用专门的速度限制,以便充分容纳重型车辆。
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引用次数: 1
A case study of pedestrian safety on multi-lane high-speed arterials 多车道高速干道行人安全案例研究
Q3 Engineering Pub Date : 2011-04-01 DOI: 10.4399/97888548388647
Huaguo Zhou, Damian Miller, P. Hsu
This paper presents an innovative research on the pedestrian safety on multi-lane high-speed arterials based on a case example of US 19 in Pinellas County, Florida. The corridor's crash data and infrastructure information were collected and reviewed in detail, after which recommendations were made to reduce crashes involving pedestrians along the corridor. A correlation analysis was conducted to reveal the relationship between the pedestrian crash and access density, transit stop density, and lighting level. Countermeasure recommendations included innovative approaches to pedestrian safety based on a comprehensive review of recent national and international studies. The countermeasures included engineering, enforcement, and human behavior modification tactics. It is expected that the countermeasures identified for this high speed and multi-lane corridor shall be applicable along the remainder of US 19 and similar principal arterials in other regions.
本文以美国佛罗里达州皮内拉斯县19号国道为例,对多车道高速干道上的行人安全进行了创新性研究。走廊的碰撞数据和基础设施信息被收集和详细审查,之后提出建议,以减少走廊沿线行人的碰撞。通过相关分析,揭示了行人碰撞与通道密度、公交停车密度和照明水平的关系。对策建议包括基于最近的国家和国际研究的创新行人安全方法。对策包括工程、执行和人类行为修正策略。预计为这条高速多车道走廊确定的对策将适用于美国19号公路的其余部分以及其他地区类似的主要干线。
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引用次数: 1
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Advances in Transportation Studies
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