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What fosters shippers’ rail dispreference? Insights from Indian steel-makers with disparate output volumes 是什么助长了托运人对铁路的偏好?产量不同的印度钢铁制造商的启示
IF 3.7 Q3 TRANSPORTATION Pub Date : 2024-05-02 DOI: 10.1016/j.jrtpm.2024.100447
J Ajith Kumar , Sayan Mukherjee , Alok Baveja , K. Narayan , Rajiv Misra

Over time, rail's share of the freight market has steadily decreased and, currently, is significantly lower than that of the road. This study explores what fosters shippers' rail dispreference. The study is conducted in the domain of outbound logistics in the steel-making industry in India. Twenty-one industry experts are interviewed in-depth to capture their perceptions, and their responses are analysed. Of these, seven are industry experts, and the remaining fourteen are logistics managers working across two steel plants, among which the annual output of one is about ten times that of the other. We find that a capacity shortage in the rail sector and the monopoly position of the rail transport provider together foster multiple factors that drive shippers' rail dispreference. Further, shipper firm size moderates the influence of some of these factors, influencing shippers' rail dispreference to a lesser extent in the larger firms than in the smaller ones. The study highlights the realization that while increasing rail capacity is necessary, it is not enough by itself, but must be complemented by targeted policy changes. The study brings to the forefront the roles played by rail capacity shortage, rail monopoly position, and shipper firm size in shippers' rail dispreference.

随着时间的推移,铁路在货运市场中的份额稳步下降,目前已明显低于公路。本研究探讨了促使托运人放弃铁路运输的原因。研究针对印度钢铁行业的出境物流领域。对 21 位行业专家进行了深入访谈,以了解他们的看法,并对他们的回答进行了分析。其中七位是行业专家,其余十四位是在两家钢铁厂工作的物流经理,其中一家钢铁厂的年产量约为另一家的十倍。我们发现,铁路部门的运力短缺和铁路运输提供商的垄断地位共同促成了多种因素驱动托运人的铁路运输偏好。此外,托运人公司规模对其中一些因素的影响具有调节作用,对托运人铁路偏好的影响程度在大型公司中低于小型公司。这项研究强调,虽然提高铁路运力是必要的,但仅靠提高运力是不够的,还必须辅之以有针对性的政策变革。本研究凸显了铁路运力短缺、铁路垄断地位和托运人公司规模在托运人铁路偏好中的作用。
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引用次数: 0
Forecasting train arrival delays on the Ankara – Eskişehir high-speed line in Turkey 预测土耳其安卡拉-埃斯基谢希尔高速铁路列车到达延误情况
IF 3.7 Q3 TRANSPORTATION Pub Date : 2024-04-20 DOI: 10.1016/j.jrtpm.2024.100448
Özgül Ardıç

Railway operations may experience delays due to technical issues or weather conditions. Accurate prediction of such delays can enhance the quality of rail transport services and the effectiveness of railway operations. The study has developed the arrival delay prediction model using random forest regression based on the train operation data from the Ankara - Eskişehir high-speed train line in Turkey. The model can simultaneously predict arrival delays at all downstream stations on this line and continuously update these predictions as new information about train movements becomes available. The accuracy rates of the model vary from 76% to 99% under a 1-min prediction error. The results show that incorporating variables related to weather conditions and technical problems related to train control systems into the model improves prediction performance. The contribution of these variables to the model performance increases as the prediction horizon widens. The model results suggest that the model predictions may assist network managers in making better decisions about train operations. In order to evaluate the model's performance from the passengers' point of view, the study has proposed two methods: the proportion of late predictions and the stability of forecasts. The findings indicate that most trains (between 96.7% and 99%) have stable arrival delay predictions at target stations. The proportion of 2-min (or greater) late predictions, which means that the predicted delay exceeds the actual delay by 2 min or more, fluctuates from 14% to 0.5%, depending on the prediction horizon. Although the ratio for the short horizons (one station ahead) becomes relatively low, it is necessary to be cautious when using the model predictions to inform passengers because a prediction of more than 1 min late for short horizons might have negative consequences (e.g., misleading passengers to leave stations).

由于技术问题或天气原因,铁路运营可能会出现延误。准确预测此类延误可提高铁路运输服务质量和铁路运营效率。本研究基于土耳其安卡拉-埃斯基谢希尔高速列车线路的列车运行数据,利用随机森林回归法开发了到达延误预测模型。该模型可同时预测该线路上所有下游车站的到达延迟情况,并在获得新的列车运行信息后不断更新这些预测结果。在 1 分钟的预测误差下,模型的准确率从 76% 到 99% 不等。结果表明,将与天气条件和列车控制系统技术问题相关的变量纳入模型可提高预测性能。这些变量对模型性能的贡献随着预测范围的扩大而增加。模型结果表明,模型预测可以帮助网络管理人员做出更好的列车运行决策。为了从乘客的角度评估模型的性能,研究提出了两种方法:延迟预测的比例和预测的稳定性。研究结果表明,大多数列车(96.7% 至 99%)在目标车站的到站延误预测都比较稳定。延迟 2 分钟(或更长时间)的预测比例,即预测延误时间超过实际延误时间 2 分钟或更多,在 14%到 0.5%之间波动,具体取决于预测期限。虽然短时间内(提前一站)的比例相对较低,但在使用模型预测结果通知乘客时仍需谨慎,因为短时间内迟到 1 分钟以上的预测结果可能会产生负面影响(如误导乘客离开车站)。
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引用次数: 0
Capacity evaluation of ERTMS/ETCS hybrid level 3 using simulation methods 使用模拟方法对 ERTMS/ETCS 混合第 3 级进行容量评估
IF 3.7 Q3 TRANSPORTATION Pub Date : 2024-04-09 DOI: 10.1016/j.jrtpm.2024.100444
Daniel Knutsen , Nils O.E. Olsson , Jiali Fu

This paper evaluates the capacity effect of ERTMS/ETCS Hybrid Level 3 (HL3, also known as Hybrid Train Detection, HTD) on a conceptual level by looking at a scenario with two trains and on a network level. Key performance indicators help evaluate the results of implementing HL3: headway for the conceptual model and capacity utilization and punctuality for the network level. The study uses the simulation tool RailSys for both levels. A case study on the interaction between two trains examines how various lengths of virtual blocks affect the performance indicator headway. The network scale simulations use a real-world infrastructure and a complete timetable. Two cases examine how the performance indicators capacity utilization and punctuality are affected by the share of Level 2 and Level 3 trains in a HL3 system. Results from the conceptual two-train interaction show that HL3 slightly improves the headway, but it is similar for varying virtual block lengths. The results from the network model indicate the share of Level 2 and Level 3 trains has minimal effect on punctuality and capacity utilization. However, we identified some factors influencing the HL3 capacity evaluation, like stations and switches on the line, that affect the potential capacity gains.

本文通过考察两列列车的情况,在概念层面和网络层面评估了 ERTMS/ETCS 混合 3 级(HL3,又称混合列车检测,HTD)的运力效果。关键性能指标有助于评估 HL3 的实施结果:概念模型中的正点率以及网络级别中的运力利用率和正点率。这项研究在两个层面上都使用了仿真工具 RailSys。关于两列列车之间互动的案例研究探讨了不同长度的虚拟区间对性能指标 "班次间隔 "的影响。网络规模的模拟使用了真实世界的基础设施和完整的时刻表。两个案例研究了在 HL3 系统中,二级和三级列车的比例如何影响性能指标容量利用率和准点率。概念性双列车互动的结果表明,HL3 略微改善了班次间距,但在虚拟区间长度不同的情况下,效果类似。网络模型的结果表明,二级和三级列车的比例对正点率和容量利用率的影响微乎其微。然而,我们发现了一些影响 HL3 容量评估的因素,如线路上的车站和开关,它们会影响潜在的容量增益。
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引用次数: 0
Exploring the intra-platoon planning problem for heterogeneous train traffic under virtual coupling in the railway network via simulation 通过仿真探索铁路网虚拟耦合下异构列车交通的队内规划问题
IF 3.7 Q3 TRANSPORTATION Pub Date : 2024-04-07 DOI: 10.1016/j.jrtpm.2024.100442
Jiamin Zhang

Study on the platoon planning of virtual coupling (VC) is indispensable for both passenger and freight railway operation in terms of capacity, scheduling, and timetabling. As an advanced technology in train operation and control systems, VC can significantly improve the performance of rail operations, with regards to capacity, flexibility and robustness. In this study, we mainly focus on the former one, i.e., to maximize the capacity gains, by employing the relative braking distance based spacing policy for heterogenous train traffic. To our knowledge, this article is the first to address the VC intra-platoon planning problem for a railway network. The main function/purpose of this study is to decide a leader train and allocate an order to the heterogeneous follower trains for the virtually coupled platoon in the off-line mode. The objective is transformed to minimize and compare the sum of minimum safe distance for platoons on the common shared route sections in the railway network from various perspectives, so as to seek the desirable orders of potential train consists within the platoons from the perspective of the whole railway network. Our contributions are mainly threefold. First, the conditions for train platooning under virtual coupling are synthesized. Second, the solution flow charts and algorithms for simulation are proposed, including general framework for simulation, classification of prioritizing the shared common route section, and flow charts and algorithms for decision of coupling order to train platoons. Finally, the proposed methodology was tested and discussed on the designed computational experiment (i.e., numerical simulations of a typical case study with two sets of test examples) via NetLogo platform. The numerical simulation results series revealed some key findings and validated the effectiveness of the proposed methodology. Results of this study can provide guidance to decision makers in timetabling and potential capacity bottleneck identification under VC. We believe that it is worth investigating and further advancing this research direction in the future.

虚拟耦合(VC)的排计划研究对于客运和货运铁路运营的运力、调度和时刻表编制都是不可或缺的。作为列车运行和控制系统中的一项先进技术,虚拟耦合可在运能、灵活性和稳健性方面显著提高铁路运行性能。在本研究中,我们主要关注前者,即通过采用基于相对制动距离的异质列车运行间隔策略,最大限度地提高运力收益。据我们所知,这篇文章是第一篇解决铁路网络中 VC 排内规划问题的文章。本研究的主要功能/目的是为离线模式下的虚拟耦合排决定领队列车并为异构跟车列车分配订单。研究的目标转变为从不同角度最小化和比较铁路网中共用线路段上各排列车的最小安全距离之和,从而从整个铁路网的角度寻求排内潜在列车编组的理想顺序。我们的贡献主要体现在三个方面。首先,归纳了虚拟耦合下列车编组的条件。其次,提出了仿真的解决方案流程图和算法,包括仿真的总体框架、共享共用线路段优先级的分类,以及决定列车编组耦合顺序的流程图和算法。最后,通过 NetLogo 平台对所设计的计算实验(即用两组测试实例对典型案例研究进行数值模拟)对所提出的方法进行了测试和讨论。数值模拟结果系列揭示了一些关键发现,验证了所提方法的有效性。本研究的结果可为决策者提供指导,帮助他们制定时间安排和识别 VC 下潜在的容量瓶颈。我们认为,这一研究方向值得在未来进一步研究和推进。
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引用次数: 0
Microscopic railway capacity assessment of heterogeneous traffic under real-life operational conditions 现实运营条件下异质交通的微观铁路运力评估
IF 3.7 Q3 TRANSPORTATION Pub Date : 2024-04-06 DOI: 10.1016/j.jrtpm.2024.100446
Jan Lordieck , Michael Nold , Francesco Corman

A key strategy for increasing railway capacity is utilizing infrastructure more efficiently. While much research has been completed on methods for assessing railway capacity, very little has focused on the details of capacity utilisation, such as assessing the various ways trains use capacity, the impacts of specific blocking time components, and how train dynamics (accelerating, cruising, braking, and dwelling) affect capacity.

This paper presents a methodology for comparing planned occupancy to actual occupancy under real operations and applies it in a case study. The methodology is based on identifying a critical path which represents an extension of bottleneck concept presented in UIC leaflet 406. The methodology was applied in a case study to determine the specific blocking times and train dynamics which cause a blocking time gap for a sequence of trains, both a-priori and a-posteriori, after considering the operational variations. The analysis of real operations with variations in train trajectories shows that capacity occupation is mostly influenced by train sequence heterogeneity in the original schedule. The varying effects of operations have a smaller but relevant impact. The methods developed in this paper can be used to help assess railway capacity under real operations.

提高铁路运输能力的一项关键战略是更有效地利用基础设施。虽然关于铁路运力评估方法的研究已经完成了很多,但很少有人关注运力利用的细节,例如评估列车利用运力的各种方式、特定阻塞时间的影响以及列车动态(加速、巡航、制动和停留)如何影响运力。该方法基于关键路径的识别,是 UIC 第 406 号传单中瓶颈概念的延伸。在案例研究中应用该方法,在考虑运营变化后,确定导致列车序列阻塞时间缺口的具体阻塞时间和列车动态,包括先验和后验。对列车运行轨迹变化的实际运营分析表明,运力占用主要受原始时刻表中列车序列异质性的影响。运营变化的影响较小,但也很重要。本文开发的方法可用于帮助评估实际运营情况下的铁路运力。
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引用次数: 0
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
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Journal of Rail Transport Planning & Management
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