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A novel framework for the assessment of public-transport drivers' well-being and satisfaction based on physiological data 基于生理数据的公共交通司机幸福感和满意度评估的新框架
IF 2 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2025-01-01 DOI: 10.1016/j.jpubtr.2025.100129
Guy Wachtel , Yuval Hadas
This paper presents a novel framework for data collection and fusion, for better analysis and assessment of public transportation (PT) drivers' well-being and satisfaction using physiological data. The goal of this framework, when combined with machine learning (ML) and discrete choice models (DCMs) to predict drivers' physiological states based on fleet management data, is to improve service reliability and assess the drivers' well-being and satisfaction. A case study based on different ML models and data collected from available physiological indicators was conducted to demonstrate the framework's ability to predict such features as Heart Rate (HR) and Electrodermal Activity (EDA) based on Automatic Vehicle Location (AVL) and Automatic Fare Collection (AFC) systems. The results indicate a significant correlation between service measures (e.g., layover duration, route characteristics and complexity) and the drivers' well-being. Our framework offers practical guidance for decision-makers to enhance operational planning, leading to improved efficiency and healthier working conditions for drivers. Future research should expand the application of the framework to different areas and branches of PT, incorporate additional physiological sensors, and integrate more ML models and DCMs for extensive analysis.
本文提出了一种新的数据收集和融合框架,以便利用生理数据更好地分析和评估公共交通(PT)司机的幸福感和满意度。该框架的目标是,结合机器学习(ML)和离散选择模型(dcm),根据车队管理数据预测驾驶员的生理状态,从而提高服务可靠性,评估驾驶员的幸福感和满意度。基于不同的机器学习模型和从可用生理指标收集的数据进行了案例研究,以证明该框架能够基于自动车辆定位(AVL)和自动收费(AFC)系统预测心率(HR)和皮电活动(EDA)等特征。结果表明,服务措施(如停留时间、路线特征和复杂性)与驾驶员幸福感之间存在显著相关性。我们的框架为决策者提供了切实可行的指导,以加强运营规划,从而提高效率,为司机提供更健康的工作条件。未来的研究应将该框架的应用扩展到PT的不同领域和分支,纳入更多的生理传感器,并整合更多的ML模型和dcm进行广泛的分析。
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引用次数: 0
Measuring transit service reliability at the route level? Exploring the relationship between reliability measures and ridership 在路线层面衡量交通服务的可靠性?探索可靠性措施与客流量之间的关系
IF 2 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2025-01-01 DOI: 10.1016/j.jpubtr.2025.100132
Meisam Ghasedi , Jinhyung Lee , Scott Bell , Ehab Diab
Transit agencies are in a consistent struggle to offer an attractive service that draws a higher level of ridership. To improve the attractiveness of the service, one of the key objectives of agencies is to enhance transit service reliability. Service reliability refers to service punctuality and adherence to schedule. A considerable number of studies have focused on understanding the general factors affecting reliability. Nevertheless, it is rare to find studies that explore the association between different reliability measures and transit usage at the route level. Therefore, the aim of this study is to assess how different reliability measures relate to public transit-usage and which measures best explain variations in transit ridership. In total, 22 transit reliability measures that ranged from on-time performance (OTP) measures to service variation measures were assessed. Using land-use, socioeconomic, and detailed ridership datasets, in addition to data obtained from Winnipeg Transit’s Automated Vehicle Location (AVL) system, random coefficients mixed-effect models were estimated at the route level. The results show that, generally, deviation-based measures performed better than OTP measures in explaining transit ridership at the route level. The reliability measure of absolute deviation at terminals performed best in predicting variations in transit ridership, while controlling several influential factors. More importantly, the improvements in predication of ridership due to the use of reliability measures varied according to route’s ridership. This study offers planners and policymakers helpful insights into understanding the relationship between transit service reliability measures of choice and transit ridership at the route level of analysis.
公共交通机构一直在努力提供有吸引力的服务,吸引更多的乘客。为了提高过境服务的吸引力,各机构的主要目标之一是提高过境服务的可靠性。服务可靠性是指服务的准时性和对计划的遵守。相当多的研究集中在了解影响可靠性的一般因素。然而,很少有研究在路线水平上探讨不同可靠性措施与过境使用之间的关系。因此,本研究的目的是评估不同的可靠性测量与公共交通使用的关系,以及哪种测量最能解释交通客流量的变化。总共评估了22个交通可靠性指标,从准点率(OTP)指标到服务变化指标。利用土地利用、社会经济和详细的乘客数据集,以及从温尼伯运输公司的自动车辆定位(AVL)系统获得的数据,在路线层面估计了随机系数混合效应模型。结果表明,总体而言,基于偏差的度量在解释路线层面的公交客流量方面优于OTP度量。在控制多个影响因素的情况下,码头绝对偏差的可靠性度量在预测客流量变化方面表现最好。更重要的是,由于可靠性措施的使用,客运量预测的改进根据路线的客运量而变化。该研究为规划人员和政策制定者提供了有益的见解,帮助他们理解在路线分析层面上选择的公交服务可靠性措施与公交客流量之间的关系。
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引用次数: 0
Exploring changes in station catchment areas after opening new urban rail transit lines using cellular signalling data 利用蜂窝信号数据探索开通新的城市轨道交通线路后车站集水区的变化
IF 2 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2025-01-01 DOI: 10.1016/j.jpubtr.2025.100134
Yan Cheng , Yuan Qin , Sitao Wang , Taku Fujiyama
Improving the accuracy of demand forecasting and increasing ridership are imperative for ensuring urban rail transit’s sustainable development. However, the station catchment area, which is important for planning and operation in URT, was commonly oversimplified in previous studies and cannot be validated due to limited data availability and accuracy. Furthermore, how station catchment areas change with topological changes in urban rail transit networks has been sparsely investigated. This study explores changes in station catchment areas after opening new urban rail transit lines. Using cellular signalling data from Shanghai in November 2019 and 2023, it analysed passenger trips related to three new lines (Lines 15, 14, and 18) and their adjacent stations. Comparative analysis and visualisation techniques were employed to analyse the changes in areas and centroids of station catchment areas, the source of induced passengers and the diversion patterns among new and existing stations. Results show significant differences in area and centroid changes between existing stations within and outside the influential area of new lines. The relative location of existing and new lines and transfer status change were key factors influencing the changes of existing stations affected by new lines. Among frequent and super passengers of new lines, approximately 75 % had infrequent usage of the entire rail transit system before the opening of new lines, and about 5 % who used the system frequently developed new travel demands associated with the new lines. Notably, only 2 % diverted from existing lines. Both the average access and egress distance of induced passengers and the weighted average diversion distance were influenced by the station density of the areas that new lines pass through. Although the majority of diverted passengers were from close stations on parallel existing lines, some passengers who lived in the previously underserved areas may divert from distant stations to the new lines. The findings can facilitate a more accurate station ridership forecasting for proactive planning of URT and can provide policy implications for increasing ridership.
提高需求预测的准确性,增加客流量是保证城市轨道交通可持续发展的必然要求。然而,在以往的研究中,由于数据的可用性和准确性有限,车站集水区通常被过度简化,无法验证,这对城市轨道交通的规划和运营至关重要。此外,关于城市轨道交通网络中车站集水区如何随拓扑变化而变化的研究也很少。本研究探讨城市轨道交通新线路开通后车站集水区的变化。该研究利用2019年11月和2023年上海的手机信号数据,分析了三条新线路(15号线、14号线和18号线)及其邻近车站的乘客出行情况。采用对比分析和可视化技术,分析了车站集水区的面积和中心点的变化、诱导乘客的来源以及新旧车站之间的分流模式。结果表明,新线影响区内外既有站点的面积和质心变化存在显著差异。既有线与新线的相对位置和换乘状态变化是影响新线影响下既有站变化的关键因素。在新线路的常客和超级乘客中,大约75% %的人在新线路开通之前不经常使用整个轨道交通系统,大约5% %的人经常使用该系统,并产生了与新线路相关的新旅行需求。值得注意的是,只有2% %从现有线路改道。诱导旅客的平均出入口距离和加权平均导流距离均受新建线路途经区域站点密度的影响。虽然大多数改道的乘客来自与现有线路平行的近站,但一些居住在服务不足地区的乘客可能会从较远的车站改道到新线路。研究结果有助于更准确地预测城市轨道交通的客流量,并为提高客流量提供政策建议。
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引用次数: 0
Measuring the operational impacts of a new Bus Rapid Transit (BRT) in Montreal, Canada 测量加拿大蒙特利尔新的快速公交系统(BRT)的运营影响
IF 2 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2025-01-01 DOI: 10.1016/j.jpubtr.2025.100139
Thiago Carvalho , Ahmed El-Geneidy
Recent research on Bus Rapid Transit (BRT) systems has mostly focused on ridership forecasting and scheduled travel time gains, with little empirical evidence on potential operational improvements. This study examines the short-term impacts of implementing a new BRT corridor in Montreal, Canada, on key bus performance indicators: running time, running time deviation, and headway deviation. Using Automatic Vehicle Location (AVL) and Automated Passenger Count (APC) data from 2022 to 2023, we compare the performance of the BRT to a parallel local bus route operating along the same corridor, before and after the BRT implementation. Our findings indicate that the BRT significantly reduced trip durations (about four minutes on average) primarily due to infrastructure features such as dedicated lanes and all-door boarding policy. The local route experienced modest running time improvements post-BRT, suggesting potential corridor-wide benefits. However, run time deviation was significantly higher for the BRT, particularly during peak periods while headway deviation worsened along the corridor compared to pre-BRT conditions. These findings highlight the importance of integrating infrastructure investments with dynamic operational strategies such as real-time dispatching and headway control. It emphasizes the need for schedule calibration following implementation to ensure that planned service aligns with actual performance. These findings offer practical insights for transit agencies planning or managing BRT systems.
最近关于快速公交(BRT)系统的研究主要集中在乘客预测和计划旅行时间的增加上,很少有关于潜在运营改进的经验证据。本研究考察了在加拿大蒙特利尔实施新的快速公交走廊对关键公交性能指标的短期影响:运行时间、运行时间偏差和车头偏差。利用2022年至2023年的自动车辆定位(AVL)和自动乘客计数(APC)数据,我们将BRT的性能与沿同一走廊运行的平行本地公交路线进行了比较,前后BRT实施。我们的研究结果表明,BRT显著缩短了行程时间(平均约4分钟),这主要是由于基础设施的特点,如专用车道和全门登机政策。brt后,本地路线的运行时间略有改善,这表明整个走廊都有潜在的好处。然而,BRT的运行时间偏差明显更高,特别是在高峰时段,而与BRT之前的情况相比,走廊沿线的车头时距偏差更严重。这些发现强调了将基础设施投资与实时调度和车头距控制等动态运营策略相结合的重要性。它强调需要在实施之后进行计划校准,以确保计划的服务与实际性能保持一致。这些发现为规划或管理BRT系统的运输机构提供了实用的见解。
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引用次数: 0
Incorporating multimodality and access modal shares in transit station typology based on the node-place model and machine learning: A case study of Chukyo metropolitan area in Japan 基于节点地点模型和机器学习的公交车站类型中融合多模式和访问模式共享:以日本中京大都市区为例
IF 2 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2025-01-01 DOI: 10.1016/j.jpubtr.2025.100144
Hyundo Kang , Tomio Miwa
This study aims to develop a typology framework for evaluating stations by incorporating multimodal accessibility, multidimensional features, and interpretability using first-mile access patterns. We conducted an exploratory factor analysis on 45 indicators for the 394 stations in the Chukyo Metropolitan Area (CMA) and identified six factors: local place, accessibility, multimodal place, rail node, morphology, and demographics. Six types were subsequently derived using hierarchical clustering, and the stations were evaluated based on the node-place model. We then interpreted and compared station-level feature importance for access modal shares across clusters using Shapley values for Gradient Boosting Decision Tree (GBDT) models. The first main finding was that station areas are supported by expanded catchments beyond walking, with bicycle catchments significantly influencing access modes. Second, a multidimensional and specific approach suggested the potential to advance the previous node-place model framework. Third, the active modes and private vehicles shared a macro-level alignment, but revealed conflicting tendencies with respect to access modes. Fourth, active transit accessibility and number of residents within bicycle catchments showed different nonlinear patterns in relation to access modes, which further varied across clusters. Finally, intersection density tended to discourage private-vehicle access at the macro level, although this was not consistent with the cluster hierarchy. This study is expected to advance station typology research and serve as a useful tool for integrated land use and transport planning.
本研究旨在通过结合多模式可达性、多维特征和使用第一英里访问模式的可解释性,开发一个类型学框架来评估站点。本文对中京都市圈394个车站的45个指标进行了探索性因子分析,确定了6个因子:地方、可达性、多式联运地、轨道节点、形态和人口特征。采用分层聚类方法得到6种类型的站点,并基于节点-地点模型对站点进行评价。然后,我们使用梯度提升决策树(GBDT)模型的Shapley值解释并比较了跨集群访问模式共享的站级特征重要性。第一个主要发现是,除了步行之外,车站区域得到了扩展的集水区的支持,自行车集水区显著影响了通行方式。其次,一种多维的、具体的方法表明有可能推进以前的节点-地点模型框架。③主动式模式与私家车在宏观层面上保持一致,但在接入方式上呈现冲突趋势;(4)自行车集水区内的主动交通可达性和居民数量随出行方式的变化呈现出不同的非线性模式,且在不同集群间存在差异。最后,在宏观层面上,交叉口密度倾向于阻碍私家车进入,尽管这与集群层次不一致。本研究可望推动车站类型学研究,并为综合土地利用和交通规划提供有用的工具。
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引用次数: 0
Simulating the effect of strategies to increase transit ridership by reallocating bus service: Two case studies 模拟通过重新分配公交服务来增加公交乘客量的战略效果:两个案例研究
IF 12.2 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2024-01-01 DOI: 10.1016/j.jpubtr.2023.100080
Gregory D. Erhardt , Vedant S. Goyal , Josephine Kressner , Simon J. Berrebi , Candace Brakewood , Kari E. Watkins

We evaluate three strategies that transit operators might consider to increase ridership: a) increasing service on bus routes serving the highest share of low-income riders, b) increasing service on those bus routes with the highest ridership, and c) further providing the high-ridership routes identified in strategy (b) with exclusive bus lanes. In each scenario, we double the service frequency of buses on the focus routes and reduce the frequency on all other routes to maintain the total vehicle revenue miles, making the changes roughly cost-neutral. We tested these scenarios for Oshkosh, Wisconsin, and Atlanta, Georgia, using a modeling framework that combines CityCast, a commercially available data-driven planning tool to replicate observed travel patterns, and MATSim to simulate how travelers would change the route, mode, and time-of-day of the trips they make in response to the service changes. The results show substantial ridership gains for all but one scenario, suggesting that these strategies may provide a promising, low-cost means of increasing transit ridership in some contexts. However, impacts varied across the two case studies, indicating that local conditions play a role.

我们评估了公交运营商为增加乘客量而可能考虑的三种策略:a) 增加低收入乘客比例最高的公交线路的服务;b) 增加乘客量最高的公交线路的服务;c) 进一步为策略(b)中确定的高乘客量线路提供公交专用道。在每种方案中,我们都会将重点线路上的公交车服务频率增加一倍,并减少所有其他线路上的频率,以维持车辆总收入里程,从而使这些变化大致不增加成本。我们在威斯康星州奥什科什市和佐治亚州亚特兰大市测试了这些方案,使用的建模框架结合了 CityCast(一种商用数据驱动规划工具,用于复制观察到的出行模式)和 MATSim(模拟乘客如何根据服务变化改变出行路线、方式和时间)。结果显示,除一种方案外,其他方案的乘客量都有大幅增加,这表明这些策略在某些情况下可能是增加公交乘客量的一种有前景、低成本的方法。然而,两个案例研究的影响各不相同,这表明当地条件在其中发挥了作用。
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引用次数: 0
Exploring the effects of cooperative adaptive cruise control-based transit bus operation on signalized corridors 探索基于自适应巡航控制的公交巴士在信号灯控制的走廊上协同运行的效果
IF 12.2 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2024-01-01 DOI: 10.1016/j.jpubtr.2024.100088
Xu Wang, Di Yu, Bingbing Xue, Fei Ma, Rongjian Dai

The world’s transportation system is overburdened by ever-growing travel demand, which brings mobility, safety, and pollution problems. To combat these issues and make better use of existing road capacity on urban arterials, public transit buses are designed to carry more people in fewer vehicles. However, transit buses travel slowly and make frequent intermittent stops, resulting in unreliable travel times and inconvenient riding experiences; this hinders people from choosing to travel on public transit buses. However, a research gap exists in using connected and automated vehicle (CAV) technologies specifically for transit bus operation optimization. To bridge this gap, the present study extended CAV applications to transit bus operation and developed a transit bus control method based on cooperative adaptive cruise control (CACC). The proposed model first optimized bus segment speeds to minimize schedule deviations and fuel consumption. Then, a CACC algorithm was integrated with optimal segment speed. The proposed control method was implemented through micro-simulations of an actual corridor in Jinan, Shandong, China. The evaluation results indicate that the proposed control method reduced the total arrival deviation up to 65.1% and total fuel consumption up to 6.8%. The study adapts CAV technologies to transit bus operation. The findings in this study validate CAV applications in transit bus operation.

日益增长的出行需求使世界交通系统不堪重负,带来了流动性、安全性和污染问题。为了解决这些问题,并更好地利用城市干道上现有的道路容量,公共交通巴士被设计为以更少的车辆运载更多的乘客。然而,公交车行驶速度缓慢,停靠站点时断时续,导致行驶时间不可靠,乘车体验不方便,这阻碍了人们选择乘坐公交车出行。然而,在将车联网和自动驾驶汽车(CAV)技术专门用于公交巴士运营优化方面还存在研究空白。为了弥补这一差距,本研究将 CAV 应用扩展到公交巴士运营,并开发了一种基于协同自适应巡航控制(CACC)的公交巴士控制方法。所提出的模型首先优化了公交车段速度,以最大限度地减少班次偏差和燃油消耗。然后,将 CACC 算法与最佳分段速度相结合。通过对中国山东济南的实际走廊进行微观模拟,实现了所提出的控制方法。评估结果表明,所提出的控制方法使总到达偏差降低了 65.1%,总油耗降低了 6.8%。该研究将 CAV 技术应用于公交运营。研究结果验证了 CAV 在公交车运营中的应用。
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引用次数: 0
Enhancing social acceptance of women’s mobility for equitable transport: Behavioural theories driven approach 提高社会对妇女流动的接受度以促进公平的交通:行为理论驱动的方法
IF 2 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2024-01-01 DOI: 10.1016/j.jpubtr.2024.100109
Muhammad Ashraf Javid , Nazam Ali , Muhammad Abdullah , Ryan Cheuk Pong Wong
Women’s mobility is hindered by socio-cultural norms, especially in developing countries, which limits their choices and opportunities for education and employment. This study aims to investigate social acceptance of women’s mobility and promote equitable transport services for women in Pakistan. A survey questionnaire was developed, incorporating the concepts of the Theory of Planned Behaviour and Norm Activation Model, and was administrated online for data collection. A total of 478 responses were gathered and analysed utilizing the multivariate Structural Equation Modelling technique. The model results reveal that attitudes, subjective norms, and personal norms, are significant determinants of the social acceptance of women’s mobility. While perceived behavioural control does not emerge as a significant predictor of the social acceptance, it is a significant positive predictor in influencing perceived transport policies, which play a mediating role. Road users’ awareness and sense of responsibility are important in enhancing women’s mobility by improving their security and reducing harassment on roads and public transport. Society's confidence and social support for independent women travellers, as well as acceptance of women as drivers, are vital in improving their access to schools and workplaces. Other supportive transport policies, including preferred parking, dedicated facilities, and specialized carpooling programs, are recommended. The outcomes of this study hold significant implications for transport planners and decision-makers, offering valuable insights for the provision of equitable transport services for women.
妇女的流动受到社会文化规范的阻碍,特别是在发展中国家,这些规范限制了她们的选择和教育和就业机会。本研究旨在调查巴基斯坦社会对妇女流动性的接受程度,并促进妇女获得公平的交通服务。结合计划行为理论和规范激活模型的概念,开发了一份调查问卷,并在线管理以收集数据。利用多元结构方程建模技术,共收集和分析了478份回复。模型结果表明,态度、主观规范和个人规范是社会接受妇女流动的重要决定因素。虽然感知行为控制并不是社会接受度的重要预测因素,但它是影响感知交通政策的重要正向预测因素,而感知交通政策起着中介作用。道路使用者的意识和责任感对于提高妇女的机动性非常重要,可以改善她们的安全,减少道路和公共交通上的骚扰。社会对独立女性旅行者的信任和社会支持,以及对女性司机的接受,对于改善她们上学和上班的机会至关重要。建议采取其他支持性交通政策,包括优先停车、专用设施和专门的拼车计划。这项研究的结果对交通规划者和决策者具有重要意义,为为妇女提供公平的交通服务提供了宝贵的见解。
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引用次数: 0
Multi-objective optimization of demand responsive transit operations based on dynamic passenger requests using maximum time delay rate 利用最大时延率对基于动态乘客请求的需求响应型公交运营进行多目标优化
IF 2 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2024-01-01 DOI: 10.1016/j.jpubtr.2024.100108
Sang-Wook Han , Sedong Moon , Dong-Kyu Kim
Demand-responsive transit (DRT) offers on-demand service for comfortable and convenient trips. Despite these advantages, efficient DRT operation requires addressing several considerations. This study resolves the conflict between passengers wanting quick travel and operators seeking maximum revenue by formulating a multi-objective mixed-integer nonlinear programming model (MINLP) to maximize revenue and minimize total travel time. Additionally, DRT operators should balance the benefits of accepted passengers, concerned about increased travel time from new passengers, and requesting passengers who intend to use DRT. To address this, unlike previous studies with fixed time windows, this study introduces the maximum time delay rate (MTR), setting a proportional threshold for each accepted passenger's travel time based on their scheduled travel time, incorporating behavioral economics principles. In this view, the utility of increased or decreased time varies according to the scheduled travel time, considered a sunk cost. When the increased travel time from a new request is within the allowable range, the request is accepted, then the passenger decides whether to choose DRT over other modes. We apply our methodology to dy namic passenger requests generated from taxi data in Incheon, South Korea. For each combination of operational parameters of DRT, we plot a Pareto optimal set of revenue and total travel time. The results demonstrate the substantial influence of MTR and minimum fare distance on passenger numbers and travel time in DRT operations. This study's methodology and results help DRT operators and the public find desirable operation strategies.
需求响应式公共交通(DRT)提供按需服务,出行舒适方便。尽管有这些优势,但高效的 DRT 运营需要考虑多个因素。本研究通过制定一个多目标混合整数非线性编程模型(MINLP),解决了乘客希望快速出行与运营商追求最大收益之间的矛盾,从而实现收益最大化和总出行时间最小化。此外,DRT 运营商应平衡已接受的乘客(担心新乘客增加旅行时间)和打算使用 DRT 的乘客的利益。为解决这一问题,与以往使用固定时间窗口的研究不同,本研究引入了最大时间延误率(MTR),根据每位已接受乘客的预定旅行时间,结合行为经济学原理,为其旅行时间设定一个比例阈值。在这种观点中,时间增加或减少的效用随预定旅行时间的变化而变化,被视为一种沉没成本。当新请求增加的旅行时间在允许范围内时,该请求被接受,然后乘客决定是否选择 DRT 而不是其他方式。我们将这一方法应用于韩国仁川出租车数据生成的动态乘客请求。对于 DRT 的每种运营参数组合,我们都绘制了收入和总旅行时间的帕累托最优集。结果表明,地铁和最低票价距离对 DRT 运营中的乘客数量和旅行时间有很大影响。这项研究的方法和结果有助于 DRT 运营商和公众找到理想的运营策略。
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引用次数: 0
The potential of combining passenger rail with freight: A New York City case study 客运铁路与货运相结合的潜力:纽约市案例研究
IF 12.2 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2024-01-01 DOI: 10.1016/j.jpubtr.2024.100093
Pouria Bacher , Jacqueline M. Klopp , Martina Ortbauer , Maximilian Lackner

Utilizing passenger rail, including subways, to transport goods can have advantages over trucking in terms of efficiency and emissions. While some experimentation is ongoing in this area, combined passenger and rail opportunities in specific cities merit further attention. To more concretely examine how to leverage passenger rail for freight, this paper explores the potential of utilizing unused capacity in New York City (NYC) subway trains for transporting goods. Using General Transit Feed Specification (GTFS), rail and passenger data for the NYC subway, we found ways to use excess capacity and existing rail lines for freight transportation. We visualized a freight train timetable and graph, analyzed meet-errors between freight and passenger trains, and formulated prevention policies. Using U.S. Environmental Protection Agency data, we estimated emission reductions from replacing trucks with unused subway capacity. Our findings suggest that with adequate policies, investments and redesign, combining passenger rai and freight in the subways could significantly reduce truck trips, traffic congestion, and greenhouse gas emissions compared to trucking alone. However, implementing this approach requires careful collaborative planning, investment, enhanced security screening, and streamlined operations to minimize impacts on passenger transport. Further efforts should explore in more depth the costs and benefits and practical design and policy issues around using excess passenger rail capacity for freight transport in NYC and other cities.

与卡车运输相比,利用客运铁路(包括地铁)运输货物在效率和排放方面都有优势。虽然这一领域正在进行一些试验,但特定城市的客运与铁路相结合的机会值得进一步关注。为了更具体地研究如何利用客运铁路运输货物,本文探讨了利用纽约市(NYC)地铁列车闲置运力运输货物的潜力。我们利用纽约市地铁的通用运输供给规范(GTFS)、铁路和乘客数据,找到了利用过剩运力和现有铁路线进行货运的方法。我们将货运列车时刻表和图表可视化,分析了货运列车和客运列车之间的相遇事故,并制定了预防政策。利用美国环境保护署的数据,我们估算了利用地铁闲置运力替代卡车的减排量。我们的研究结果表明,通过适当的政策、投资和重新设计,地铁客运和货运的结合可以大大减少卡车的出行量,缓解交通拥堵,并减少温室气体排放。然而,实施这种方法需要谨慎的合作规划、投资、加强安全检查和简化运营,以尽量减少对客运的影响。在纽约市和其他城市,应进一步深入探讨利用过剩的客运铁路运输能力进行货运的成本和效益以及实际设计和政策问题。
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引用次数: 0
期刊
Journal of Public Transportation
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