系统仿真学报 ›› 2026, Vol. 38 ›› Issue (7): 1801-1814.doi: 10.16182/j.issn1004731x.joss.25-0846

• 论文 • 上一篇    下一篇

基于级联失效的“一带一路”复合运输网络脆弱性仿真研究

钱名军1, 尹超1, 黄志文1, 王全能2   

  1. 1.兰州交通大学 交通运输学院,甘肃 兰州 730070
    2.中国铁路呼和浩特局集团有限公司 包头西车站,内蒙古 包头 014010
  • 收稿日期:2025-09-03 修回日期:2025-12-16 出版日期:2026-07-28 发布日期:2026-07-31
  • 通讯作者: 尹超
  • 第一作者简介:钱名军(1980-),男,副教授,博士,研究方向为复杂网络、交通运输规划与管理。
  • 基金资助:
    甘肃省教育厅双一流重大科研项目(GSSYLXM-04);甘肃省教育厅高等学校创新基金(2020A-038);兰州交通大学青年基金(2014029)

Simulation Study on the Vulnerability of Belt and Road Composite Transportation Network Based on Cascading Failure

Qian Mingjun1, Yin Chao1, Huang Zhiwen1, Wang Quanneng2   

  1. 1.School of Traffic and Transportation, Lanzhou Jiaotong University, Lanzhou 730070, China
    2.Baotou West Railway Station, China Railway Hohhot Bureau Group Co. , Ltd. , Baotou 014010, China
  • Received:2025-09-03 Revised:2025-12-16 Online:2026-07-28 Published:2026-07-31
  • Contact: Yin Chao

摘要:

为解决“一带一路”多式联运网络因结构复杂、节点异质性导致的级联失效传播机制不清及脆弱性演化规律难以量化的问题,提出了一种融合物理类比与改进级联失效模型的复合运输网络脆弱性评估方法。根据“一带一路”主要运输方式构建子网络,并对同一城市节点耦合,建立复合运输网络模型。构建信息熵-焦耳定律模型,识别复合网络及其子网关键节点。建立符合运输状态的负载-容量级联失效模型,并采用改进的全局网络加权效率和网络连通度测算网络脆弱性。进行脆弱性动态仿真,分析不同攻击策略、不同系数变化下的脆弱性演化情况。研究结果表明:复合运输网络能有效整合子网优势,降低系统脆弱性;基于重要度的蓄意攻击相较于其他攻击模式,会使网络迅速崩溃;随着容量系数及过载系数的增大,网络脆弱性下降后逐步趋于稳定。

关键词: 一带一路, 复合运输网络, 信息熵-焦耳定律模型, 级联失效, 脆弱性分析

Abstract:

To address the issues of unclear cascading failure propagation mechanisms and difficult-to-quantify vulnerability evolution laws caused by the structural complexity and node heterogeneity of the "Belt and Road" multimodal transport network, a vulnerability assessment method for composite transportation networks integrating physical analogy and improved cascading failure model was proposed. Sub-networks were constructed based on main transportation modes of the Belt and Road, and nodes in the same city were coupled to build a composite transportation network model. An information entropy-Joule's law model was constructed to identify key nodes of the composite network and its sub-networks. A load-capacity cascading failure model conforming to the transportation state was established, and network vulnerability was measured using improved global network weighted efficiency and network connectivity. Dynamic simulations of vulnerability were conducted to analyze the vulnerability evolution under different attack strategies and varied coefficients. The results indicate that the composite transportation network effectively integrates the advantages of sub-networks and reduces system vulnerability; compared with other attack modes, intentional attacks based on node importance cause the network to collapse more rapidly; as the capacity coefficient and overload coefficient increase, the network vulnerability decreases and then gradually stabilizes.

Key words: Belt and Road, composite transportation network, information entropy-Joule's law model, cascading failure, vulnerability analysis

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