基于耦合地图网格的国际铁路货运网络级联可靠性评估:中铁快运案例研究

IF 2 4区 工程技术 Q2 ENGINEERING, CIVIL Journal of Advanced Transportation Pub Date : 2024-10-11 DOI:10.1155/2024/1436605
Si Chen, Xinyi Chi, Qian Zhang, Yinying Tang, Zhen Liu, Wenkai Tan
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引用次数: 0

摘要

随着国际铁路货运列车运输量的增加,节点运输能力受到限制,国际铁路货运网络的级联可靠性问题日益突出。我们在本研究中讨论这一问题,从而关注国际铁路货运网络的故障过程。首先,我们基于复杂网络理论,考虑节点度、节点间度和边间度三个因素,并利用耦合图格法建立节点模型。接着,我们选择三个指标来评价网络的可靠性特征,并用最大有效图和网络效率来评价网络的鲁棒性。最后,我们将模型应用于中铁快运货运网络,并考虑了级联故障和非级联故障两种情况,分别对应于重新分配货物和解散货物两种策略。结果表明,中铁快运货运网络的级联可靠性并不高。在非级联失效情况下,各项指标下降不到 10%,而在级联失效情况下,各项指标下降超过 40%,因此在非级联失效情况下,网络的可靠性较高。我们的研究为检验国际铁路货运网络的级联可靠性提供了一种新的方法,并为提高可靠性提供了不同的策略。
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Cascading Reliability Assessment of International Railway Freight Network Based on Coupled Map Lattices: A Case Study of China Railway Express

The cascading reliability problem of international railway freight network is becoming noticeable due to the limitation of node transportation capacity with increases in the transport volume of the international railway freight trains. We discuss this problem in this study, thereby focusing on the failure process of the international railway freight network. As the first step, we consider three factors of node degree, node betweenness, and edge betweenness based on the complex network theory, and establish the node model using coupled map lattice method. Next, we select three indicators to evaluate the reliability characteristics of the network and evaluate the robustness of the network with the maximum effective graph and the network efficiency. Finally, we apply the model to the China Railway Express freight network and consider two situations: cascading failures and noncascading failures that are corresponding to two strategies: redistributing cargoes and disbanding cargoes. The results show that the cascading reliability of the China Railway Express freight network is not high. The indicators decrease less than 10% under noncascading failure, while more than 40% under cascading failure, so the network is more reliable under noncascading failure. Our research provides a new way to test the cascading reliability of the international railway freight network and provide different strategies for improving reliability.

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来源期刊
Journal of Advanced Transportation
Journal of Advanced Transportation 工程技术-工程:土木
CiteScore
5.00
自引率
8.70%
发文量
466
审稿时长
7.3 months
期刊介绍: The Journal of Advanced Transportation (JAT) is a fully peer reviewed international journal in transportation research areas related to public transit, road traffic, transport networks and air transport. It publishes theoretical and innovative papers on analysis, design, operations, optimization and planning of multi-modal transport networks, transit & traffic systems, transport technology and traffic safety. Urban rail and bus systems, Pedestrian studies, traffic flow theory and control, Intelligent Transport Systems (ITS) and automated and/or connected vehicles are some topics of interest. Highway engineering, railway engineering and logistics do not fall within the aims and scope of JAT.
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