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The impact of railway incidents on train delays: A case of the Swedish Railway Network 铁路事故对列车延误的影响:瑞典铁路网案例
IF 3.7 Q3 TRANSPORTATION Pub Date : 2024-03-30 DOI: 10.1016/j.jrtpm.2024.100445
Grace Mukunzi, Carl-William Palmqvist

A foreseeable challenge with a substantial increase in railway mode share will be how to uphold punctuality. Higher volumes of train traffic will result in timetables that are more sensitive to disruptions; whose severity and frequency is also expected to increase in light of greater asset utilization and climate change. This calls for a definitive understanding of the relationship between incidents and train delays as a prerequisite to developing robust timetables and disruption management strategies. In this paper we propose a novel framework for quantifying the impact of railway incidents on train delays. Using a case of the Swedish Railway Network, we compare the impact of different incidents on train delays. The impact of delay is defined as a factor of the incident rate, exposure rate, delay rate and historical average delay minutes per incident. A logistic model that estimates the probability of delay for any train, in the event of a failure, is also developed. Snow on track was established as most critical, resulting in the highest normalized delay minutes per train and the largest increase in the odds of delay for individual trains. The proposed framework & approach can be applied to other networks.

随着铁路运输模式份额的大幅增加,一个可以预见的挑战将是如何保证准点率。列车运行量的增加将导致时刻表对中断更加敏感;鉴于资产利用率的提高和气候变化,预计中断的严重程度和频率也将增加。这就要求对事故与列车延误之间的关系有一个明确的认识,这是制定稳健的时刻表和中断管理策略的前提。在本文中,我们提出了一个量化铁路事故对列车延误影响的新框架。我们以瑞典铁路网为例,比较了不同事故对列车延误的影响。延误的影响被定义为事故率、暴露率、延误率和每次事故的历史平均延误分钟数的一个因子。我们还开发了一个逻辑模型,用于估算任何列车在发生故障时的延误概率。轨道上的积雪被认为是最关键的因素,会导致每列列车归一化延误分钟数最多,单列列车延误几率增加最大。建议的框架和方法可应用于其他网络。
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引用次数: 0
Review and trends in regenerative braking energy recovery for traction power system with inverter substation in subway’s of São Paulo city 圣保罗市地铁变频分站牵引供电系统再生制动能量回收的回顾与趋势
IF 3.7 Q3 TRANSPORTATION Pub Date : 2024-03-28 DOI: 10.1016/j.jrtpm.2024.100443
Carlos Alberto de Sousa, Sergio Luiz Pereira, Ruan Streitenberger Guedes

Energy and environmental sustainability in transportation are becoming ever more important. In Brazil, the system electric traction represents the largest consumption of electric energy in the subway system. Electrified railway systems play an important role in contributing to the reduction of energy usage and CO2 emissions compared with other transport modes. For subway transit systems with frequently cycles of departures and braking of trains, the effective use of regenerative braking energy is a significant way to reduce the net energy consumption. The recovery of regenerative energy produced by braking trains of a subway system is essential to increase its energy efficiency, however difficult to apply in the São Paulo subway due to the short headway between train. This paper proposes evaluate through traction power network modeling and the computer simulation the application and feasibility of using inverter substation (ISS) to maximize the recovery of regenerative braking energy. The results of the study of Line 1 - Blue of the São Paulo’s metro city indicate that using inverter substation could reduce the energy consumption at the rectifier substation (RSS) by nearly 12,94% compared to the system without the inverter substation.

交通领域的能源和环境可持续性正变得越来越重要。在巴西,电力牵引系统是地铁系统中消耗电能最多的系统。与其他交通方式相比,电气化铁路系统在减少能源消耗和二氧化碳排放方面发挥着重要作用。对于发车和制动周期频繁的地铁交通系统来说,有效利用再生制动能量是减少净能耗的重要途径。回收地铁系统列车制动时产生的再生能量对提高能效至关重要,但由于列车间隔时间短,很难在圣保罗地铁中应用。本文建议通过牵引动力网络建模和计算机模拟,评估使用逆变变电站(ISS)最大限度回收再生制动能量的应用和可行性。对圣保罗市地铁 1 号线--蓝线的研究结果表明,与不使用逆变器变电站的系统相比,使用逆变器变电站可将整流变电站(RSS)的能耗降低近 12.94%。
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引用次数: 0
Approximating rolling stock rotations with integrated predictive maintenance 利用综合预测性维护估算机车车辆轮换率
IF 3.7 Q3 TRANSPORTATION Pub Date : 2024-03-05 DOI: 10.1016/j.jrtpm.2024.100434
Felix Prause, Ralf Borndörfer, Boris Grimm, Alexander Tesch

We study the solution of the rolling stock rotation problem with predictive maintenance (RSRP-PdM) by an iterative refinement approach that is based on a state-expanded event-graph. In this graph, the states are parameters of a failure distribution, and paths correspond to vehicle rotations with associated health state approximations. An optimal set of paths including maintenance can be computed by solving an integer linear program. Afterwards, the graph is refined and the procedure repeated. An associated linear program gives rise to a lower bound that can be used to determine the solution quality. Computational results for six instances derived from real-world timetables of a German railway company are presented. The results show the effectiveness of the approach and the quality of the solutions.

我们通过一种基于状态扩展事件图的迭代改进方法,研究了具有预测性维护功能的机车车辆轮换问题(RSRP-PdM)的解决方案。在这个图中,状态是故障分布的参数,路径对应于车辆轮换和相关的健康状态近似值。通过求解整数线性程序,可以计算出包括维护在内的最优路径集。之后,对图形进行细化,并重复上述过程。相关的线性程序会产生一个下限,可用于确定解决方案的质量。本文介绍了从德国一家铁路公司的实际时刻表中提取的六个实例的计算结果。结果显示了该方法的有效性和解决方案的质量。
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引用次数: 0
Service quality assessment of international rail transport with multiple border crossings: Eurasian rail transport as an example 具有多个边境口岸的国际铁路运输的服务质量评估:以欧亚铁路运输为例
IF 3.7 Q3 TRANSPORTATION Pub Date : 2024-02-15 DOI: 10.1016/j.jrtpm.2024.100432
Jing Shan , Nikola Bešinović , Jörn Schönberger

International rail transport plays an essential role in the supply chain. Eurasian rail transport has been a successful example since its launch in 2011 and has increased over the last decade. However, a crucial question arises: Does this intercontinental rail service fulfill the transport requirements of the supply chain, and can it be quantified? Cost, reliability, transport time, and flexibility are essential factors in selecting transport modes in the supply chain. Current performance parameters mainly focus on efficiency, which may conflict with supply chain performance requirements. Before this research, it was difficult to quantify the international rail services; the frequently used tonne-based, volume-based (TEU), number of block trains, loaded, or empty container measurement forms cannot adequately capture the requirements of the global supply chain. Our literature review highlighted the need for standardized service attributes in international rail transport. Additionally, we identified a misalignment between rail performance and the demands of the global supply chain. This misalignment could impede the integration of international rail transport into the global supply chain. This paper contributes by developing universally applicable SCOR-Rail Key Performance Indicators (KPIs) for international rail transport based on the Supply-chain Operations Reference (SCOR) model. It bridges the measurement gap between the supply chain and international rail transport, giving railway companies a tool to design and monitor their services. They could also be easily integrated into rail planning for future research. Our initial assessment based on the proposed measurement framework revealed that Eurasian rail transport has the potential for improvement.

国际铁路运输在供应链中发挥着至关重要的作用。欧亚铁路运输自 2011 年启动以来一直是一个成功的范例,在过去十年中不断增长。然而,一个关键问题随之而来:这种洲际铁路服务是否满足供应链的运输要求,是否可以量化?成本、可靠性、运输时间和灵活性是供应链选择运输方式的基本要素。目前的性能参数主要集中在效率上,这可能与供应链的性能要求相冲突。在这项研究之前,很难对国际铁路服务进行量化;经常使用的以吨为单位、以体积(标准集装箱单位)为单位、以区间列车数量为单位、以装载或空集装箱为单位的测量形式无法充分满足全球供应链的要求。我们的文献综述强调了国际铁路运输对标准化服务属性的需求。此外,我们还发现了铁路性能与全球供应链需求之间的错位。这种错位可能会阻碍国际铁路运输融入全球供应链。本文以供应链运营参考 (SCOR) 模型为基础,为国际铁路运输制定了普遍适用的 SCOR-Rail 关键绩效指标 (KPI)。它弥补了供应链与国际铁路运输之间的衡量差距,为铁路公司提供了设计和监控其服务的工具。它们也可以很容易地纳入铁路规划,用于未来的研究。我们根据建议的衡量框架进行的初步评估显示,欧亚铁路运输具有改进的潜力。
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引用次数: 0
Predicting and measuring service disruption recovery time in railway gravity hump classification yards 预测和测量铁路重力驼峰分级场的服务中断恢复时间
IF 3.7 Q3 TRANSPORTATION Pub Date : 2024-02-14 DOI: 10.1016/j.jrtpm.2024.100433
Jiaxi Zhao, C. Tyler Dick

Planned maintenance and unplanned incidents cause service disruptions in freight railway classification yards, creating congestion, delaying railcars, and even impacting mainline operations. Understanding the recovery time and lingering performance impacts of yard disruptions is vital for the industry to plan disruption responses, promote efficient resource utilization, and improve resiliency. This paper compares two major types of yard disruptions (temporary closures of hump process and pulldown process) and quantifies the recovery pattern, measured by multiple performance metrics. The authors propose an analytical approach for estimating classification yard recovery time as a function of disruption duration and baseline capacity utilization. To validate the hypothetical approach, a series of experiments are conducted across a wide range of disruption durations and throughput volumes in a representative hump classification yard simulation model constructed using AnyLogic. The results indicate that recovery time is proportional to shutdown duration with a near constant recovery rate, and recovery rate increases approximately exponentially with throughput volume. These results are consistent with the hypothesized analytical relationships, suggesting that yard capacity may be estimated from disruption recovery rate. The methodology developed also enables future studies on interactions between yards and mainlines and developing planning-level parametric models of classification yard capacity and performance.

计划内的维护和计划外的事故会导致货运铁路分类货场的服务中断,造成拥堵,延误轨道车辆,甚至影响干线运营。了解货场中断的恢复时间和对性能的持续影响,对于行业规划中断应对措施、促进资源有效利用和提高恢复能力至关重要。本文比较了两种主要的货场中断类型(驼峰流程和下行流程的临时关闭),并通过多个性能指标对恢复模式进行了量化。作者提出了一种分析方法,用于估算作为中断持续时间和基线产能利用率函数的分类堆场恢复时间。为了验证这一假设方法,在使用 AnyLogic 构建的代表性驼峰分类堆场仿真模型中,对各种中断持续时间和吞吐量进行了一系列实验。结果表明,恢复时间与停机持续时间成正比,恢复率接近恒定,恢复率随着吞吐量的增加呈近似指数增长。这些结果与假设的分析关系一致,表明可以根据中断恢复率估算堆场容量。所开发的方法还有助于今后研究货场与干线之间的相互作用,以及开发分类货场容量和性能的规划级参数模型。
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引用次数: 0
Understanding dwell times using automatic passenger count data: A quantile regression approach 利用自动乘客计数数据了解停留时间:量化回归方法
IF 3.7 Q3 TRANSPORTATION Pub Date : 2024-01-25 DOI: 10.1016/j.jrtpm.2024.100431
Ruben A. Kuipers

Accurately scheduling dwell times is vital to ensure punctual and reliable railway services, but the stochastic nature of dwell times makes this a non-trivial task. An important step towards scheduling accurate dwell times is to gain an in-depth understanding of the mechanics that influence dwell times, which is commonly done by modelling the mean dwell time. It is, however, of more interest to understand the conditional distribution of dwell times. The study presented here proposes the use of quantile regression to study the conditional distribution of dwell times at different percentile. To do so, a year's worth of highly detailed train operation and passenger count data is used. The results indicate that the use of quantile regression over ordinary least squares regression is justifiable and beneficial. Numerical examples show the importance of arrival punctuality on dwell times, whereas the effect of the volume of boarding passengers at the critical door is limited. The results of the model presented here can help steer the discourse towards scheduling dwell times that more accurately reflect the actual situation by taking station-specific parameters into account. Doing so will help to increase the punctuality of railways and with it the attractiveness and effectiveness of railways.

准确调度停留时间对于确保铁路服务的准时可靠至关重要,但由于停留时间的随机性,调度停留时间并非易事。精确调度停留时间的重要一步是深入了解影响停留时间的机理,这通常通过模拟平均停留时间来实现。然而,人们更感兴趣的是了解停留时间的条件分布。本研究建议使用量子回归法来研究不同百分位数下停留时间的条件分布。为此,我们使用了一年的高度详细的列车运行和乘客人数数据。结果表明,与普通最小二乘法回归相比,使用量化回归是合理和有益的。数值示例显示了到达准点率对停留时间的重要性,而临界门登机乘客量的影响有限。本文介绍的模型结果有助于引导讨论,通过考虑车站的具体参数,使停留时间的调度更准确地反映实际情况。这样做将有助于提高铁路的准点率,从而提高铁路的吸引力和效率。
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引用次数: 0
Towards self-organizing railway traffic management: concept and framework 实现自组织铁路交通管理:概念和框架
IF 3.7 Q3 TRANSPORTATION Pub Date : 2024-01-04 DOI: 10.1016/j.jrtpm.2023.100427
Leo D’Amato , Federico Naldini , Valentina Tibaldo , Vito Trianni , Paola Pellegrini

Railway traffic management requires a timely and accurate redefinition of routes and schedules in response to detected perturbations of the original timetable. To date, most of the (automated) solutions to this problem require a central authority to make decisions for all the trains in a given control area. An appealing alternative is to consider trains as intelligent agents able to self-organize and determine the best traffic management strategy. This could lead to more scalable and resilient approaches, that can also take into account the real-time mobility demand. In this paper, we formalize the concept of railway traffic self-organization and we present an original design that enables its real-world deployment. We detail the principles at the basis of the sub-processes brought forth by the trains in a decentralized way, explaining their sequence and interaction. Moreover, we propose a preliminary proof of concept based on a realistic setting representing traffic in a French control area. The results allow conjecturing that self-organizing railway traffic management may be a viable option, and foster further research in this direction.

铁路交通管理需要根据检测到的对原时间表的扰动,及时准确地重新确定路线和时间表。迄今为止,解决这一问题的大多数(自动化)方案都需要一个中央机构为特定控制区域内的所有列车做出决策。一个有吸引力的替代方案是将列车视为能够自我组织并确定最佳交通管理策略的智能代理。这将带来更具可扩展性和弹性的方法,同时还能考虑到实时流动性需求。在本文中,我们正式提出了铁路交通自组织的概念,并介绍了一种可在现实世界中部署的原创设计。我们详细阐述了列车以分散方式带来的子过程的基本原理,解释了它们的顺序和互动。此外,我们还提出了一个初步的概念验证方案,该方案基于法国控制区交通的现实环境。根据这些结果,我们可以推测自组织铁路交通管理可能是一个可行的选择,并促进这方面的进一步研究。
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引用次数: 0
Long-term fleet management for freight trains: Assessing the impact of wagon maintenance through simulation of shunting policies 货运列车的长期车队管理:通过模拟调车政策评估车皮维护的影响
IF 3.7 Q3 TRANSPORTATION Pub Date : 2023-12-21 DOI: 10.1016/j.jrtpm.2023.100430
Federico Bigi , Tommaso Bosi , Juan Pineda-Jaramillo , Francesco Viti , Andrea D'Ariano

The optimization of shunting operations has been recognized as a cost-effective measure for rail companies, but its impact on rolling stock management has not been fully explored. Previous research on shunting operations has often focused on operational decisions, neglecting the effect of maintenance scheduling activities in an integrated approach. Our study aims to examine the long-term effects of mileage-based maintenance on freight train management and its impact on shunting operations and fleet management. We propose 4 Shunt-In policies based on practitioners' criteria that describe the wagon allocation to outbound trains based on both mileage and trajectories-based shunting criteria. To evaluate the methodology, we conduct simulations using a projected timetable from 2020 to 2040 of the freight services at the Bettembourg Multimodal Terminal in Luxembourg. The results are compared against a theoretical No-Maintenance scenario to assess the underestimation's magnitude. Our findings show that mileage-based maintenance has a significant impact on various aspects of freight management and that the choice of wagons in an outbound train can result in up to 11% increase in the number of shunting operations, as well as high underestimation in terms of expected fleet size and average mileage to be performed by the rolling stocks.

对铁路公司而言,优化调车作业已被视为一项具有成本效益的措施,但其对机车车辆管理的影响尚未得到充分探讨。以往关于调车作业的研究往往侧重于运营决策,忽视了综合方法中维护调度活动的影响。我们的研究旨在探讨基于里程的维护对货运列车管理的长期影响,及其对调车作业和车队管理的影响。我们提出了 4 种基于从业人员标准的调入(Shunt-In)政策,根据里程和轨迹调车标准来描述出站列车的车皮分配。为评估该方法,我们使用卢森堡贝敦堡多式联运终点站 2020 年至 2040 年货运服务的预测时间表进行了模拟。模拟结果与理论上的 "无维护 "情景进行了比较,以评估低估的程度。我们的研究结果表明,基于里程的维护对货运管理的各个方面都有重大影响,出站列车中的车厢选择会导致调车操作次数增加多达11%,并导致对预期车队规模和机车车辆平均行驶里程的高度低估。
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引用次数: 0
Regulation, governance and organisational issues in European Railway Regulation Authorities 欧洲铁路监管机构的监管、治理和组织问题
IF 3.7 Q3 TRANSPORTATION Pub Date : 2023-12-11 DOI: 10.1016/j.jrtpm.2023.100428
Andrea Tomo , Mario Pezzillo Iacono , Lorenzo Mercurio , Gianluigi Mangia , Lucio Todisco

Regulation, governance and organisational issues are sensitive aspects in the market of public utilities especially when these markets require and aim at initiating homogenisation processes.

The paper aims at understanding how European countries responded to supranational legislation, in terms of governance, management and organisational aspects, on the establishment of Railway Regulatory Bodies and if the steps taken by the European Union were sufficient to fulfil the aim of creating an integrated railway area.

We use a neo-institutional lens to interpret documentary sources, such as regulatory sources (Regulations, circulars and directives of the EU) and the responses given to a semi-structured questionnaire submitted to the 28 European Railway Regulatory Authorities.

The paper shows that this regulatory field faced differentiated isomorphism and that there is a growing trend towards an organisational model we characterised as ‘Generalist Agency’.

We contribute to the literature on the regulation of public utilities, showing that differentiated isomorphism may occur when coercive isomorphism by supranational legislation is mitigated by national differences, and provide policy implications on governance and regulation of the transport industry.

本文旨在了解欧洲各国在治理、管理和组织方面如何应对关于建立铁路监管机构的超国家立法,以及欧盟采取的措施是否足以实现建立一体化铁路区域的目标。我们使用新制度视角来解读文献资料,如监管资料(欧盟的法规、通知和指令)以及对 28 个欧洲铁路监管机构提交的半结构化问卷的答复。论文表明,这一监管领域面临着差异化的同构现象,而且我们将其描述为 "综合机构 "的组织模式的趋势日益明显。我们为公共事业监管方面的文献做出了贡献,表明当超国家立法的强制同构性因国家差异而减弱时,可能会出现差异化同构现象,并为运输行业的治理和监管提供了政策启示。
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引用次数: 0
Railroad accident analysis by machine learning and natural language processing 通过机器学习和自然语言处理分析铁路事故
IF 3.7 Q3 TRANSPORTATION Pub Date : 2023-12-09 DOI: 10.1016/j.jrtpm.2023.100429
Raj Bridgelall , Denver D. Tolliver

The evolving complexities of railroad systems also increase their vulnerability to failure from human error. This study compared the outcomes of two workflows that incorporated 11 different machine learning techniques to identify characteristics of railroad operations that are generally associated with human-caused accidents. The first workflow engineered features from the fixed attribute fields of a large railroad accident database and the second applied natural language processing to extract features from the unstructured accident narratives. Both workflows applied a Shapely game-theoretic model to rank the importance of features based on their marginal contribution towards predicting accident cause. Among several interesting findings, some of the most unexpected were that human-caused accidents are generally not associated with high train speeds nor derailment type accidents, and that shoving cars is riskier than pulling cars. Those, and other findings, from this study can inform management decisions, planning, and policies to minimize the risk of human-caused accidents.

铁路系统不断发展的复杂性也增加了人为失误导致故障的可能性。本研究比较了两个工作流程的结果,这两个流程采用了 11 种不同的机器学习技术,以识别通常与人为事故相关的铁路运营特征。第一个工作流程从大型铁路事故数据库的固定属性字段中提取特征,第二个工作流程应用自然语言处理技术从非结构化事故叙述中提取特征。两个工作流程都应用了 Shapely 博弈论模型,根据特征对预测事故原因的边际贡献来排列特征的重要性。在几个有趣的发现中,最出人意料的是人为事故通常与列车高速行驶或脱轨类型的事故无关,而且推车比拉车更危险。这项研究的这些发现和其他发现可以为管理决策、规划和政策提供参考,从而最大限度地降低人为事故的风险。
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引用次数: 0
期刊
Journal of Rail Transport Planning & Management
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