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Enriching smart card data with the trip purpose attribute 用旅行目的属性丰富智能卡数据
IF 12.2 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2023-01-01 DOI: 10.1016/j.jpubtr.2023.100072
Hamed Faroqi , Alireza Saadatmand , Mahmoud Mesbah , Ali Khodaii

Planning public transport highly relies on the availability, quantity and quality of travel demand data of passengers. In the last two decades, smart card data has provided the opportunity to create comprehensive travel demand data as a byproduct of a fare-collecting system. One important attribute for the planning is the purpose of the trips, which is missing from the smart card data. This research study proposes and formulates a novel method to infer trip purpose in smart card data. Previous methods either lack the concept of trip chains or did not consider both spatial and temporal perspectives of a trip. Firstly, this method discovers relations between the sequence and temporal attributes of trips with their trip purpose attribute by running a clustering method on a rich travel survey dataset (This study only uses public transit records.) that contains all attributes. Secondly, the discovered clusters are labelled and transferred to the smart card data by calculating the closeness of the trip chain of each individual in the smart card data to the clusters. Thirdly, the proportion of relevant land use types near the destination of each trip is utilized to enhance the previously calculated closeness. The proposed method is implemented on datasets from South East Queensland, Australia. Also, two recently published methods were replicated and run on the same datasets to evaluate the proposed method. The results show improvements in the proposed method compared to the existing methods of the literature.

公共交通的规划高度依赖于乘客出行需求数据的可用性、数量和质量。在过去的二十年里,智能卡数据作为收费系统的副产品,提供了创建综合旅行需求数据的机会。规划的一个重要属性是旅行的目的,这在智能卡数据中是缺失的。本研究提出并制定了一种从智能卡数据中推断出行目的的新方法。以前的方法要么缺乏旅行链的概念,要么没有考虑旅行的空间和时间视角。首先,该方法通过对包含所有属性的丰富出行调查数据集(本研究仅使用公共交通记录)运行聚类方法,发现出行序列和时间属性与其出行目的属性之间的关系。其次,通过计算智能卡数据中每个个体的行程链与聚类的紧密度,对发现的聚类进行标记并传输到智能卡数据中。第三,利用每次出行目的地附近相关土地利用类型的比例来增强之前计算的接近度。该方法在澳大利亚昆士兰东南部的数据集上实现。此外,两种最近发表的方法被复制并在相同的数据集上运行,以评估所提出的方法。结果表明,与文献中已有的方法相比,所提出的方法有所改进。
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引用次数: 0
Would you switch? Understanding intra-peak demand shifting among rail commuters 你会换吗?了解铁路通勤者的高峰内需求变化
IF 12.2 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2023-01-01 DOI: 10.1016/j.jpubtr.2023.100073
Katharina Burger , Elisa Becker , Raffaello Rossi

This study examines predictors of railway commuters' changes to departure time choice. Specifically, we sought to understand the impact of pre-departure information about in-carriage crowding on train choice behavior. We present the results of an online experiment, multiple-choice task, and a survey of UK rail commuters who regularly travel on crowded trains. Our findings show that most respondents are highly sensitive to crowding on trains. That notwithstanding, we identify a group of commuters who are free from constraints but do not use their flexibility to switch. This finding leads us to suggest further research into the decision-making processes of this specific sub-group of passengers to maximize the potential of personalized real-time and predictive provision of crowdedness information. Our study contributes insights relevant to practitioners grappling with innovative information provision to encourage operationally desirable behavior change among regular commuters.

本研究探讨铁路通勤者出发时间选择变化的预测因子。具体来说,我们试图了解出发前车厢拥挤对列车选择行为的影响。我们展示了一项在线实验、多项选择任务和一项对经常乘坐拥挤火车的英国铁路通勤者的调查的结果。我们的研究结果表明,大多数受访者对火车上的拥挤高度敏感。尽管如此,我们确定了一群通勤者,他们不受限制,但不利用他们的灵活性来转换。这一发现使我们建议进一步研究这一特定人群的决策过程,以最大限度地发挥个性化实时和预测拥挤信息提供的潜力。我们的研究为从业者提供了与创新信息提供相关的见解,以鼓励常规通勤者改变操作上理想的行为。
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引用次数: 0
Revising bus routes to improve access for the transport disadvantaged: A reinforcement learning approach 修改公交路线以改善交通劣势:一种强化学习方法
IF 12.2 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2023-01-01 DOI: 10.1016/j.jpubtr.2023.100041
Sunhyung Yoo, Jinwoo (Brian) Lee
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引用次数: 0
Estimating suburban preferences for integrated public transit and ridesourcing services through a revealed-preference/stated-preference survey 通过显性偏好/显性偏好调查估计郊区对综合公共交通和拼车服务的偏好
IF 12.2 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2023-01-01 DOI: 10.1016/j.jpubtr.2023.100047
Jacob Terry , Chris Bachmann
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引用次数: 0
Exploring alternative bus operations strategies for adaptive and efficient transit systems in the face of disruptions 探索替代公交运营策略,以适应和高效的交通系统,面对中断
IF 12.2 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2023-01-01 DOI: 10.1016/j.jpubtr.2023.100060
Negar Heidarigharehsoo, Saeid Saidi

Disruptions in public transit systems can have significant impacts on agency and passenger needs. Therefore, it is crucial to implement new transit policies to address these disruptions and to ensure efficient and reliable transit services. This study proposes a framework to assess alternative bus operating strategies to adapt with different disruptions to public transit systems. Conventional all-stop systems, visiting all the stops along a bus corridor, are compared against three alternative operational schemes: Skip-stop, express-local schemes with stop-skipping designs, and on-demand service with a fixed route but flexible stopping patterns, are compared to find the most efficient bus operating service under various circumstances. We developed an optimization model based on the total generalized system cost for each operating strategy using continuous approximation techniques and extended the previous models by comparing a wider range of alternative services and model flexibility to evaluate the optimum system in response to different disruptions. Different factors, such as the level of demand, demand patterns, and sensitivity to various components of transit trips for passengers and the operator, including crowding, denied boarding costs, and fleet constraints, are considered. We found that, given a different disruption scenario, demand, and travel patterns, the most efficient service can vary significantly between on-demand, all-stop, skip-stop, and express-local services. As such, it is suggested that the service scheme be chosen more adaptively by employing such frameworks.

公共交通系统的中断可能会对机构和乘客需求产生重大影响。因此,至关重要的是实施新的过境政策,以解决这些中断问题,并确保高效可靠的过境服务。本研究提出了一个评估替代公交运营策略的框架,以适应公共交通系统的不同中断。将传统的全站点系统(访问公交走廊上的所有站点)与三种可供选择的运营方案进行比较:跳过站点、具有跳过站点设计的快速本地方案和具有固定路线但灵活停靠模式的按需服务,以找到在各种情况下最高效的公交运营服务。我们使用连续近似技术为每种运营策略开发了一个基于总广义系统成本的优化模型,并通过比较更广泛的替代服务和模型灵活性来扩展先前的模型,以评估应对不同中断的最佳系统。考虑了不同的因素,如需求水平、需求模式以及乘客和运营商对过境旅行各个组成部分的敏感性,包括拥挤、拒绝登机成本和车队限制。我们发现,在不同的中断场景、需求和旅行模式下,最高效的服务可能在按需服务、全停服务、跳站服务和本地快递服务之间存在显著差异。因此,建议通过使用这样的框架来更自适应地选择服务方案。
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引用次数: 0
Self-reported aberrant driving behavior among Bus Rapid Transit drivers 快速公交司机自我报告的异常驾驶行为
IF 12.2 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2023-01-01 DOI: 10.1016/j.jpubtr.2023.100040
Harpreet Singh, Ankit Kathuria
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引用次数: 1
Integrated solution for electric bus timetabling and vehicle scheduling combined with choices of charging locations 电动公交车时间表和车辆调度的集成解决方案,结合充电位置的选择
IF 12.2 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2023-01-01 DOI: 10.1016/j.jpubtr.2023.100055
Nils-Hassan Quttineh , Carl H. Häll , Joakim Ekström , Avishai (Avi) Ceder

This paper presents a novel mathematical model, integrating timetabling and vehicle scheduling problems for electric buses. The objective is to minimize the number of buses while satisfying constraints concerning routing and charging, including design choices for where to install charging stations. The aim of the paper is to illustrate and discuss the effects of solving the timetabling and vehicle scheduling of electric buses (including where to install charging infrastructure) separately, compared to solving them jointly in one single step. For that purpose, we perform tests with: i) given timetable, that is, solving only the vehicle scheduling problem, ii) fixed headways for each line, and iii) variable headways. A small test case based on actual bus lines from Västra Frölunda, Gothenburg, Sweden, is used. From the numerical experiments, we verify that combining the two planning steps can significantly reduce the number of vehicles needed.

本文提出了一种新的数学模型,将电动公交车的时间表和车辆调度问题相结合。目标是最大限度地减少公交车的数量,同时满足有关路线和充电的限制,包括充电站安装位置的设计选择。本文的目的是说明和讨论分别解决电动公交车的时间表和车辆调度(包括在哪里安装充电基础设施)的效果,而不是在一个步骤中联合解决它们。为此,我们在以下情况下进行测试:i)给定的时间表,即仅解决车辆调度问题,ii)每条线路的固定车头时距,以及iii)可变车头时距。使用了一个基于瑞典哥德堡Västra Frölunda实际公交线路的小型测试用例。通过数值实验,我们验证了将这两个规划步骤结合起来可以显著减少所需的车辆数量。
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引用次数: 0
Measuring the timing between public transport provision and residential development in greenfield estates 衡量提供公共交通与发展新屋苑住宅之间的时机
IF 12.2 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2023-01-01 DOI: 10.1016/j.jpubtr.2023.100068
Annette Kroen, Steve Pemberton, Chris De Gruyter

The timing of public transport provision in newly established suburbs on the urban fringe is a major concern for residents. It is argued that if public transport were available when residents start moving to a new suburb, they are more likely to use it. Despite this, the timing of public transport service provision relative to residential development is generally unknown. Using a case study of Melbourne, Australia, this article provides a methodology to measure the timing of bus provision relative to residential development. Information from Precinct Structure Plans, Census data, public transport timetables, and a spatial analysis based on Open Street Map, Metromap and Google Earth, were used. Results show that new communities on Melbourne’s urban fringe had to wait 3–4 years on average for a bus service to be implemented. About one quarter (24%) of the communities were already served by a bus service when residents started to move in, 12% had to wait up to a year, and about two-thirds (64%) had to wait for longer than a year, as much as 14 years. For those waiting more than one year, bus provision comes too late to capitalise on the higher likelihood of public transport use through early delivery. To improve public transport delivery in those areas and understand where issues exist, government agencies should monitor the waiting time of communities and support an earlier delivery of public transport through improved land use and transport integration.

城市边缘新建郊区提供公共交通的时间安排是居民关注的一个主要问题。有人认为,如果居民开始搬到新郊区时有公共交通,他们更有可能使用。尽管如此,相对于住宅开发,提供公共交通服务的时间通常是未知的。本文以澳大利亚墨尔本为例,提供了一种方法来衡量相对于住宅开发的公交供应时间。使用了来自辖区结构规划、人口普查数据、公共交通时间表的信息,以及基于开放街道地图、Metromap和谷歌地球的空间分析。结果显示,墨尔本城市边缘的新社区平均需要等待3-4年才能实施公交服务。当居民开始搬进来时,大约四分之一(24%)的社区已经有了公交服务,12%的社区需要等待一年,大约三分之二(64%)的社区需要等一年以上,长达14年。对于那些等待一年以上的人来说,公交车的供应为时已晚,无法通过提前交付利用公共交通的更高可能性。为了改善这些地区的公共交通服务并了解存在的问题,政府机构应监测社区的等待时间,并通过改善土地利用和交通一体化来支持公共交通的提前交付。
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引用次数: 0
Analysis of influencing factors and anti-pinch measures for door pinch accidents in conventional public transportation 常规公共交通门夹事故的影响因素及防夹措施分析
IF 12.2 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2023-01-01 DOI: 10.1016/j.jpubtr.2023.100062
Xianglong Sun , Zhiyuan Jin , Haihua Yang

A safe and convenient bus service is important for improving the bus mode share. However, during the morning and evening peak travel periods, hurrying passengers may get caught in closing doors when they squeeze into a bus. We conducted a survey of bus door pinch accidents that occurred in Harbin, China for the past five years to investigate the factors contributing to such accidents. A total of 1465 samples were collected to explore the effects of passenger age, gender, and other factors on pinching accidents. The results of the logit regression analysis revealed that all six influencing factors significantly affect the occurrence of door pinch accidents. Juveniles, females, and slow-moving people are more susceptible to pinch accidents. Additionally, situations such as door congestion, rushing to get on or off the bus, and inappropriately located cameras increase the likelihood of such accidents. To further investigate the effects of variables on different scenarios, the accidents were classified into four categories based on their occurrence process and object and analyzed using multiple logistic regression. The results show that juveniles and females are more likely to be involved in accidents in which objects are pinched, slow-moving people are more prone to be pinched while boarding and rushing to get on or off the bus, and congestion at the doors increases the probability of all four types of pinch accidents. Therefore, we recommend modifying the door position, eliminating the front door seat, and adjusting the handrail distribution to alleviate door congestion. Moreover, the door-closing warning sound must be amplified to remind passengers that the door is about to close, potentially reducing the number of pinching accidents caused by rushing to get on or off the bus.

安全、便捷的公交服务对提高公交模式分担率具有重要意义。然而,在早晚高峰时段,匆匆忙忙的乘客挤上公交车时,可能会被关上车门卡住。我们对过去五年在中国哈尔滨发生的公交车夹门事故进行了调查,以调查导致此类事故的因素。共收集了1465个样本,以探讨乘客年龄、性别和其他因素对挤压事故的影响。logit回归分析结果表明,六个影响因素均显著影响夹门事故的发生。青少年、女性和行动迟缓的人更容易发生挤压事故。此外,车门堵塞、匆忙上下车以及摄像头位置不当等情况增加了此类事故的可能性。为了进一步研究变量对不同情景的影响,根据事故的发生过程和对象将事故分为四类,并使用多元逻辑回归进行分析。结果表明,青少年和女性更容易发生物体被夹伤的事故,行动迟缓的人在上车和匆忙上下车时更容易被夹伤,车门堵塞增加了这四种类型夹伤事故的概率。因此,我们建议修改车门位置,取消前门座椅,并调整扶手分布,以缓解车门堵塞。此外,车门关闭警告声音必须放大,以提醒乘客车门即将关闭,这可能会减少因匆忙上下车而导致的挤压事故的数量。
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引用次数: 0
Assessing the impacts of sunday trading restrictions on urban public transport: An example of a big city in central Poland 评估周日交易限制对城市公共交通的影响:以波兰中部一个大城市为例
IF 12.2 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2023-01-01 DOI: 10.1016/j.jpubtr.2023.100049
M. Borowska-Stefańska , M. Kowalski , P. Kurzyk , A. Sahebgharani , P. Sapińska , S. Wiśniewski , Krzysztof Goniewicz , Maxim A. Dulebenets
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引用次数: 1
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Journal of Public Transportation
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