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Stated consideration and attribute thresholds in mode choice models: a hierarchical ICLV approach 模式选择模型中的陈述考虑和属性阈值:一种分层ICLV方法
IF 1.7 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2021-09-29 DOI: 10.18757/EJTIR.2021.21.3.3982
Mauro Capurso, S. Hess, T. Dekker
Consideration of alternatives, as many other aspects related to the decision-making process, is not observable and challenging to measure. Even when supplementary information is collected during stated choice experiments, its use as an additional explanatory variable is discouraged due to potential endogeneity issues, measurement error and limited suitability for forecasting. To overcome these limitations, we propose an Integrated Choice and Latent Variable model where consideration of an alternative is treated as a latent variable. The novelty of the presented model is that the latent variable for consideration of an alternative itself is a function of another set of latent variables that represent thresholds applied by the decision maker to individual attributes (such as travel time and cost). The proposed hierarchical relationship between latent thresholds and latent consideration enables us to explain a share of otherwise purely random heterogeneity, and identify the structural drivers of consideration. The latter is of interest to policymakers and private operators.
与决策过程中的许多其他方面一样,对备选方案的考虑是不可观察的,难以衡量。即使在陈述选择实验中收集补充信息,由于潜在的内生性问题、测量误差和预测的适用性有限,也不鼓励将其用作额外的解释变量。为了克服这些限制,我们提出了一个综合选择和潜在变量模型,其中对替代方案的考虑被视为潜在变量。所提出的模型的新颖性在于,用于考虑替代方案的潜在变量本身是另一组潜在变量的函数,这些潜在变量表示决策者对单个属性(如旅行时间和成本)应用的阈值。所提出的潜在阈值和潜在考虑之间的层次关系使我们能够解释一部分纯粹随机的异质性,并确定考虑的结构驱动因素。后者是政策制定者和私营运营商感兴趣的问题。
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引用次数: 0
Tracing the Effects of the Covid-19 Pandemic on Car Usage in Germany - an Analysis of the German Mobility Panel 追踪Covid-19大流行对德国汽车使用的影响——德国交通小组的分析
IF 1.7 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2021-08-19 DOI: 10.18757/ejtir.2021.21.3.5467
Lisa Ecke, Miriam Magdolen, Bastian Chlond, P. Vortisch
Being a vast external influence, the COVID-19 pandemic causes major changes in travel behavior on the individual level. This exceptional situation and the political measures such as the lockdown lead to decreased overall travel demand and shifts in mode choice. To understand these effects, the analysis of car usage in private households offers explanatory insights. To this aim, this study provides a differentiation of car usage before and during the COVID -19 pandemic in spring 2020. Furthermore, insights into structural changes of car usage in private households based on German Mobility Panel data are presented. The results show that during the COVID -19 pandemic car usage was affected, and overall mileage decreased. Especially newer cars with large cubic capacity show a large decrease in mileage by 39 % between 2019 and 2020. In addition, we see that the type of car usage (business/private) and the household characteristics are related to different magnitudes of change in car usage. Overall, it becomes evident that examining identical households and cars before and during the pandemic allows for a deeper understanding of the impacts of the COVID -19 pandemic.
COVID-19大流行是一个巨大的外部影响,导致个人层面的旅行行为发生重大变化。这种特殊情况和封锁等政治措施导致总体出行需求下降和模式选择的转变。为了理解这些影响,对私人家庭汽车使用情况的分析提供了解释性的见解。为此,本研究提供了2020年春季COVID -19大流行之前和期间汽车使用的差异。此外,本文还介绍了基于德国移动面板数据的私人家庭汽车使用结构变化的见解。结果表明,在新冠肺炎疫情期间,汽车使用率受到影响,总里程下降。特别是具有大容积的新款汽车,在2019年至2020年期间,行驶里程大幅下降了39%。此外,我们看到汽车使用类型(商业/私人)和家庭特征与汽车使用变化的不同幅度有关。总的来说,很明显,在大流行之前和期间检查相同的家庭和汽车可以更深入地了解COVID -19大流行的影响。
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引用次数: 2
Timelines of Transportation Infrastructure Delivery 2000 to 2018 in Toronto, Canada and London, UK 加拿大多伦多和英国伦敦2000年至2018年交通基础设施交付时间表
IF 1.7 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2021-08-19 DOI: 10.18757/EJTIR.2021.21.3.5515
Shoshanna Saxe, M. Dean, Shivani Raghav, Daniel Durrant, Matti Siemiatycki
This paper explores the timelines of large transportation infrastructure delivery, from first proposal to construction and opening in London, UK and Toronto, Canada. The goal of the paper is to identify both how long it takes projects to go from idea to delivery, the relative time of different stages in the delivery process, and if projects with long timelines see physical or technological changes in their design. This work contributes to two ongoing discussions around the speed of infrastructure delivery, one that argues infrastructure moves too slowly and major efforts are needed to speed delivery and another that argues that good infrastructure thinking requires time to breathe and care should be taken in rushing through the delivery process. Detailed delivery timelines from initial proposal to construction or operation are developed for 26 transportation projects (16 in Toronto and 10 in London) between the years 2000 and 2018. For each project the timelines of inception, approval, planning, procurement, environmental assessment, construction and operational phases are identified and compared. Long informal gestation periods are identified for many projects, particularly for linear projects. In many instances the informal gestation period dwarfs the time projects spent in formal planning. This research highlights the need to expand the conception of timeliness of infrastructure delivery to include the lengthy periods of informal debate and planning that can span years and build up community expectations about the imminence of a project, even before it has received formal assessment or approval. Detailed delivery timelines from initial proposal to construction or operation are developed for 26 transportation projects (16 in Toronto and 10 in London) between the years 2000 and 2018. For each project the timelines of inception, approval, planning, procurement, environmental assessment, construction and operational phases are identified and compared. Long informal gestational periods are identified for many projects, particularly for linear projects. In many instances the informal gestation period dwarfs the time projects spent in formal planning. This research highlights the need to expand the conception of timeliness of infrastructure delivery to include the lengthy periods of informal debate and planning that can span years and build up community expectations about the imminence of a project, even before it has received formal assessment or approval. 
本文探讨了英国伦敦和加拿大多伦多的大型交通基础设施交付的时间表,从最初的提案到建设和开放。本文的目标是确定项目从想法到交付所需的时间,交付过程中不同阶段的相对时间,以及具有较长时间线的项目是否在其设计中看到物理或技术变化。这项工作促成了围绕基础设施交付速度的两种正在进行的讨论,一种认为基础设施进展太慢,需要付出重大努力来加快交付,另一种认为,良好的基础设施思维需要时间喘息,在匆忙完成交付过程时应谨慎行事。从2000年到2018年,为26个交通项目(多伦多16个,伦敦10个)制定了从最初提案到建设或运营的详细交付时间表。对每个项目的启动、审批、规划、采购、环境评估、建设和运营阶段的时间表进行了确定和比较。对于许多项目,特别是线性项目,确定了长时间的非正式酝酿造期。在许多情况下,非正式的酝酿期使项目花费在正式规划上的时间相形见绌。这项研究强调,有必要扩大基础设施交付及时性的概念,使其包括可能长达数年的长期非正式辩论和规划,甚至在项目获得正式评估或批准之前就建立起社区对项目迫近性的期望。从2000年到2018年,为26个交通项目(多伦多16个,伦敦10个)制定了从最初提案到建设或运营的详细交付时间表。对每个项目的启动、审批、规划、采购、环境评估、建设和运营阶段的时间表进行了确定和比较。对于许多项目,特别是线性项目,确定了较长的非正式酝酿造期。在许多情况下,非正式的酝酿期使项目花费在正式规划上的时间相形见绌。这项研究强调,有必要扩大基础设施交付及时性的概念,使其包括可能长达数年的长期非正式辩论和规划,甚至在项目获得正式评估或批准之前就建立起社区对项目迫近性的期望。
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引用次数: 1
What is really uncovered by mixing different model structures: contrasts between latent class and model averaging 混合不同的模型结构真正揭示了什么:潜在类和模型平均之间的对比
IF 1.7 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2021-08-19 DOI: 10.18757/EJTIR.2021.21.3.3949
Thomas O. Hancock, S. Hess
Latent class models have long been a tool for capturing heterogeneity across decisionmakers in the sensitivities to individual attributes. More recently, there has been increased interest in using these models to capture heterogeneity in actual behavioural processes, such as information/attribute processing and decision rules. This often leads to substantial improvement in model fit and the apparent finding of large clusters of individuals making choices in ways that are substantially different from those used by others. Such findings have however not been without criticism given the potential risk of confounding with other more modelspecific heterogeneity. In this paper, we consider an alternative approach for exploring the issue by contrasting the findings obtained with model averaging, which combines the results from a number of separately (rather than simultaneously) estimated models. We demonstrate that model averaging can accurately recover the different data generation processes used to create a number of simulated datasets and thus beused to infer likely sources of heterogeneity. We then use this new diagnostic tool on two stated choice case studies. For the first, we find that the use of model averaging leads to significant reductions in the amount of heterogeneity of the type analysts have sought to uncover with latent class structures of late. For the second, results from model averaging show clear evidence of the existence of both taste and decision rule heterogeneity. Overall, however, our results suggest that heterogeneity in the sensitivities to individual attributes rather than the behavioural process per se could be the key factor behind the improvements gained through the adoption of latent class models for heterogeneity in behavioural processes.
长期以来,潜在类模型一直是捕获决策者对个体属性敏感性的异质性的工具。最近,人们对使用这些模型来捕捉实际行为过程中的异质性越来越感兴趣,例如信息/属性处理和决策规则。这通常会导致模型拟合的大幅改善,并明显发现大量个体以与其他人截然不同的方式做出选择。然而,考虑到与其他更特定模型的异质性混淆的潜在风险,这些发现并非没有批评。在本文中,我们考虑了另一种方法,通过对比模型平均获得的结果来探索这个问题,模型平均结合了许多单独(而不是同时)估计模型的结果。我们证明,模型平均可以准确地恢复用于创建许多模拟数据集的不同数据生成过程,从而用于推断可能的异质性来源。然后,我们将这种新的诊断工具用于两个陈述选择案例研究。首先,我们发现,使用模型平均导致显著减少的异质性的数量类型分析师已经试图揭示与潜在的阶级结构。其次,模型平均的结果清楚地证明了味觉和决策规则异质性的存在。然而,总的来说,我们的结果表明,对个体属性的敏感性的异质性,而不是行为过程本身的异质性,可能是通过采用行为过程异质性的潜在类别模型获得改进的关键因素。
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引用次数: 5
The safety of physically separated cycle tracks compared to marked cycle lanes and mixed traffic conditions in Amsterdam 与阿姆斯特丹有标记的自行车道和混合交通条件相比,物理分离的自行车道的安全性
IF 1.7 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2021-07-08 DOI: 10.18757/EJTIR.2021.21.3.5283
Jan Hendrik Van Petegem, P. Schepers, G. Wijlhuizen
Bicycle infrastructure is utilised to improve cycling safety and encourage bicycle use as a sustainable and healthy transport mode. This study sets out to assess whether providing physically separated cycle tracks along distributor roads, as prescribed in Dutch design guidelines and the Sustainable Safety vision, yields the expected safety benefits for cyclists. Therefore the safety of physically separated cycle tracks is compared to marked or painted cycle lanes and to mixed traffic conditions at distributor roads with a speed limit of 50 km/h in Amsterdam in the Netherlands. The study also includes the presence of the risk factors curbside parking and trams. Since police records are known to underreport single bicycle crashes and other crashes without a motor vehicle involved, ambulance records are used in this study instead. Also, both motor vehicle volumes as well as cyclists counts are taken into account in the crash analysis. By doing so, this study aims to address two weaknesses of previous research, i.e. the lack of control for exposure of cyclists and the use of police recorded crashes which miss the majority of bicycle crashes without motor vehicles.  Results show that, controlled for kilometres travelled by bicycle and by motor vehicle, 50-60% less bicycle crashes occur on distributor roads with cycle tracks compared to those with cycle lanes. Curbside parking and trams are related to an increased likelihood of bicycle crashes, a difference of a factor 2 and 1.7-2 respectively. The authors therefore recommend to favour physically separated cycle tracks over cycle lanes and to take out curbside parking from the cross section as this presents the possibility to introduce cycle tracks in existing cross sections and mitigate an important risk factor concurrently.
自行车基础设施用于提高自行车安全性,并鼓励将自行车作为一种可持续和健康的交通方式使用。本研究旨在评估按照荷兰设计指南和可持续安全愿景的规定,沿支路提供物理分离的自行车道是否能为骑自行车的人带来预期的安全效益。因此,将物理分离的自行车道的安全性与荷兰阿姆斯特丹有标记或喷漆的自行车道以及限速50公里/小时的分配道路的混合交通条件进行了比较。该研究还包括路边停车和有轨电车风险因素的存在。由于已知警方记录少报了单车碰撞和其他没有机动车参与的碰撞,因此在本研究中使用了救护车记录。此外,在碰撞分析中还考虑了机动车辆的数量和骑自行车的人数。通过这样做,这项研究旨在解决先前研究的两个弱点,即缺乏对骑自行车者暴露的控制,以及使用警方记录的撞车事故,这些撞车事故错过了大多数没有机动车的自行车撞车事故。结果表明,在控制自行车和机动车行驶公里数的情况下,与有自行车道的道路相比,有自行车道道路上发生的自行车碰撞减少了50-60%。路边停车和有轨电车与自行车碰撞可能性增加有关,差异分别为系数2和1.7-2。因此,作者建议在自行车道上采用物理分离的自行车道,并在横截面上取消路边停车,因为这有可能在现有横截面中引入自行车道,同时减轻一个重要的风险因素。
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引用次数: 11
On the cost elasticity of inter-regional distribution structures: a case study for the Netherlands 区域间分配结构的成本弹性研究——以荷兰为例
IF 1.7 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2021-07-07 DOI: 10.18757/EJTIR.2021.21.3.4165
Igor Y. Davydenko, L. Tavasszy, H. J. (Hans) Quak
Several studies show that logistics facilities have spread spatially from relatively concentrated clusters in the 1970s to geographically more decentralized patterns away from urban areas. The literature indicates that logistics costs are one of the major influences on changes in distribution structures, or locations and usage of logistics facilities. Quantitative modelling studies that aim to describe or predict these phenomena in relation to logistics costs are lacking, however. This is relevant to design more effective policies concerning spatial development, transport and infrastructure investments as well as for understanding environmental consequences of freight transport. The objective of this paper is to gain an understanding of the responsiveness of spatial logistics patterns to changes in these costs, using a quantitative model that links production and consumption points via distribution centers. The model is estimated to reproduce observed use of logistics facilities as well as related transport flows, for the case of the Netherlands. We apply the model to estimate the impacts of a number of scenarios on the spatial spreading of regional distribution activity, interregional vehicle movements and commodity flows. We estimate new cost elasticities, of the demand for trade and transport together, as well as specifically for the demand for the distribution facility services. The relatively low cost elasticity of transport services and high cost elasticity for the distribution services provide new insights for policy makers, relevant to understand the possible impacts of their policies on land use and freight flows.
几项研究表明,物流设施在空间上已从1970年代相对集中的集群扩展到远离城市地区的地理上更分散的模式。文献表明,物流成本是影响配送结构或物流设施位置和使用变化的主要因素之一。然而,缺乏旨在描述或预测这些与物流成本有关的现象的定量建模研究。这与设计有关空间发展、运输和基础设施投资的更有效政策以及了解货运的环境后果有关。本文的目的是了解空间物流模式对这些成本变化的响应能力,使用一个定量模型,通过配送中心将生产和消费点联系起来。据估计,以荷兰为例,该模型将再现所观察到的物流设施的使用情况以及相关的运输流量。我们应用该模型来估计一些情景对区域分布活动的空间扩展、区域间车辆运动和商品流动的影响。我们估计了新的成本弹性,对贸易和运输的需求,特别是对配送设施服务的需求。运输服务的成本弹性相对较低,而配送服务的成本弹性较高,这为政策制定者提供了新的见解,有助于了解其政策对土地使用和货运流的可能影响。
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引用次数: 1
Analysis of convergence in transport infrastructure: a global evidence 运输基础设施趋同分析:全球证据
IF 1.7 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2021-06-17 DOI: 10.18757/EJTIR.2021.21.2.5368
C. Saba, N. Ngepah, N. Odhiambo
This study investigates the convergence in transport infrastructure for 102 countries spanning 1990-2018 using Phillips and Sul econometric methodology. We constructed a transportation infrastructure by a composite index of transportation computed via principal component analysis (PCA). Our findings suggest the presence of panel convergence at the global level, while the income groups exhibited panel divergence. The results obtained from the iterative testing procedure suggest that the sub-groups exhibited convergence and divergence features. Overall, this study finds that the process of convergence in transportation reflects the desirable emanations of transportation policies sharing possible similar characteristics, at least to some extent, across the globe.
本研究使用Phillips和Sul计量经济学方法调查了1990-2018年间102个国家交通基础设施的趋同情况。我们通过主成分分析(PCA)计算的交通综合指数构建了交通基础设施。我们的研究结果表明,在全球层面上存在面板趋同,而收入群体则表现出面板差异。迭代测试程序的结果表明,子群表现出收敛和发散的特征。总的来说,这项研究发现,交通运输的趋同过程反映了交通运输政策的可取释放,至少在某种程度上,在全球范围内具有可能的相似特征。
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引用次数: 8
Curbing cost overruns in infrastructure investment 遏制基础设施投资成本超支
IF 1.7 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2021-06-04 DOI: 10.18757/EJTIR.2021.21.2.5504
J. Park
Infrastructure projects around the world have long been notorious for exceeding their budgets.  To address persistent cost overruns, the American Planning Association urged planners to adopt reference class forecasting alongside traditional methods but the practice has not caught on in the U.S.  Conversely, the U.K. adopted Kahneman’s Nobel Prize-winning theory to challenge biases in human judgment and mandated reference class forecasting for major projects in 2003.  Has reference class forecasting, originally developed to rectify honest mistakes, brought the promised success in the public sector wherein political pressure is significant?  Through before-and-after and with-and-without comparisons of 107 major projects, this empirical study examines the practical relevance of reference class forecasting for infrastructure investments.  A before-and-after comparison reveals that the average cost overrun declined from 38% to 5% following the introduction of reference class forecasting.  A with-and-without comparison also demonstrates that the U.K. surpassed its targeted probability of completing projects within budget by 12% using reference class forecasting, whereas the U.S. underperformed by 17%.  Thus, reference class forecasting has engendered notable improvements in estimation in the U.K.  This empirical study demonstrates the benefits of supplementing or replacing the current forecasting method.  The findings can be used to reduce substantial financial risks for the government as well as social and economic welfare losses for society.
长期以来,世界各地的基础设施项目都因超出预算而臭名昭著。为了解决持续的成本超支问题,美国规划协会(American Planning Association)敦促规划者在采用传统方法的同时,采用参考类别预测,但这种做法在美国并没有流行起来。相反,英国在2003年采用了卡尼曼的诺贝尔奖获奖理论,以挑战人类判断中的偏见,并要求对重大项目进行参考类别预测。最初是为了纠正诚实的错误而开发的参考阶级预测,是否在政治压力巨大的公共部门带来了预期的成功?本实证研究通过对107个重大项目前后和前后的比较,检验了参考阶级预测对基础设施投资的实际相关性。前后对比显示,在引入参考等级预测后,平均成本超支从38%下降到5%。有与无的对比也表明,使用参考等级预测,英国在预算范围内完成项目的目标概率超出了12%,而美国则低于17%。因此,参考类预测在英国的估计方面产生了显著的改进。这一实证研究证明了补充或取代当前预测方法的好处。研究结果可用于减少政府的重大金融风险以及社会的社会和经济福利损失。
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引用次数: 9
How to ensure control of cooperative vehicle and truck platoons using Meaningful Human Control 如何使用有意义的人力控制确保对协作车辆和卡车排的控制
IF 1.7 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2021-05-26 DOI: 10.18757/EJTIR.2021.21.2.5354
S. Calvert, G. Mecacci, D. Heikoop, R. Janssen
Vehicle cooperation, not vehicle automation, will yield the greatest benefits on road traffic. However, satisfactory human control over platoons of cooperative vehicles still has a large number of uncertainties and issues to be addressed. This paper aims to address these broader issues of control over a cooperative vehicle platoon by focussing on a truck platooning system as a case example, and taking the perspective of Meaningful Human Control (MHC) as control concept. MHC goes further than mere operational control as it addresses issues that exist in current system designs, and proposes improvements based on a novel and more encompassing set of conditions for control. These issues are addressed in regard to the vehicles and their Operational Design Domains (ODD), the role and ability of the drivers (both leading and following) and how these exist in regard to their road environment. We conclude that current advances are making progress, but that from a MHC perspective, issues still remain for the operational and tactical implementation of truck platoons and cooperative driving that need to be addressed in regard to ODDs and drivers. Furthermore, consideration of responsibility and liability aspects is required that stretches beyond nominal appointment thereof, as this does not satisfy important ethical and societal standards. This is demonstrated in the paper through two hypothetical cases focussing on issues on a system level and one further analysis which is focussed on the role of the driver in the platooning system.
车辆合作,而不是车辆自动化,将为道路交通带来最大的好处。然而,令人满意的人类对协作车辆排的控制仍然存在大量的不确定性和需要解决的问题。本文以卡车车队系统为例,以有意义的人的控制(MHC)为控制概念,旨在解决协作车队控制的这些更广泛的问题。MHC不仅仅是操作控制,它解决了当前系统设计中存在的问题,并提出了基于一组新颖且更全面的控制条件的改进。这些问题涉及车辆及其操作设计领域(ODD)、驾驶员的角色和能力(包括引导和跟随)以及这些问题在其道路环境中的存在方式。我们得出的结论是,目前的进展正在取得进展,但从MHC的角度来看,卡车排和合作驾驶的作战和战术实施仍然存在问题,需要解决ODD和驾驶员方面的问题。此外,需要考虑超出名义任命范围的责任和责任方面,因为这不符合重要的道德和社会标准。这在论文中通过两个集中在系统层面问题的假设案例和一个集中在车队系统中驾驶员角色的进一步分析得到了证明。
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引用次数: 2
A Viability Study of Waterborne Platooning on the Lower Rhine 莱茵河下游水上排兵可行性研究
IF 1.7 4区 工程技术 Q3 TRANSPORTATION Pub Date : 2021-05-26 DOI: 10.18757/EJTIR.2021.21.2.5469
A. Colling, R. Hekkenberg, E. V. Hassel
To achieve a modal shift towards waterborne transport and to deal with the shortage of crewmembers, a platooning concept called the “Vessel Train” is explored for the inland navigation sector. A Vessel Train consists of a lead and various follower vessels. The lead vessel is fully manned and takes over the navigational and situational awareness responsibilities for the follower vessels. This leading action benefits the followers through increasing the vessels’ productivity and enabling crew cost savings.This article investigates the viability of the concept for the lower Rhine region, by presenting a cost model that compares the Vessel Train conditions to the current sailing conditions. This model is used to assess a case study where lead vessels operate on a liner service between Antwerp and Duisburg. Economically viable cases for the concepts’ early-stage application and fully matured implementation are identified, and boundary conditions are presented. The viable conditions vary depending on the vessel type and the operating regime of the reference vessel. A fully matured VT implementation requires a minimum of 26 participants, whereas an early-stage implementation requires 40 participants. The early-stage implementation additionally includes a minimum distance of 200 km to be spent sailing in the VT and the distance sailed in the VT has to amount to a minimum of 50% of the entire trip.
为了实现向水上运输的模式转变,并解决船员短缺的问题,为内陆航运部门探索了一种称为“船舶列车”的队列概念。船队由一艘领头船和各种跟随船组成。领头的舰艇配备了全部人员,并接管了后续舰艇的导航和态势感知责任。这种领先的行动通过提高船只的生产力和节省船员成本而使追随者受益。本文通过提出一个比较船舶列车条件和当前航行条件的成本模型,研究了莱茵河下游地区这一概念的可行性。该模型用于评估安特卫普和杜伊斯堡之间班轮服务的主要船只的案例研究。确定了概念早期应用和完全成熟实施的经济可行案例,并给出了边界条件。可行条件取决于船舶类型和参考船舶的操作制度。一个完全成熟的VT实现至少需要26个参与者,而早期阶段的实现需要40个参与者。早期的实施还包括在VT中航行至少200公里,并且在VT中航行的距离必须至少占整个行程的50%。
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引用次数: 4
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European Journal of Transport and Infrastructure Research
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