基于复杂网络理论的城市铁路运输网络脆弱性的评估和解决方案:重庆的一个案例研究
Jinghua Song1,2, Jianfeng Ding1, Xuechen Gui1,2
1School of Urban Design, Wuhan University, Wuhan, China.
Heliyon
|March 8, 2024
概括
本研究使用复杂网络理论评估铁路运输网络 (RTN) 的脆弱性. 它确定了节点集群,并提出了改善规划和安全的有针对性的策略.
科学领域:
- 复杂网络理论应用于运输系统.
- 城市和交通地理.
- 网络分析和基础设施弹性.
背景情况:
- 铁路运输网络 (RTNs) 是复杂的系统,在苛刻的环境中运行.
- 评估RTN的弱点和脆弱性对于运营连续性至关重要.
- 重庆铁路交通 (CRT) 作为网络分析的案例研究.
研究的目的:
- 准确评估铁路运输网络的弱点和脆弱性.
- 分析网络结构,节点重要性和空间分布.
- 为RTN节点制定有针对性的管理策略.
主要方法:
- 使用空间L方法开发了一个网络拓模型.
- 应用复杂网络理论来分析网络结构和节点的重要性.
- 根据程度,中间中心性,网络效率和乘客流量 (PFV) 进行分类的节点.
- 分析了地理和城市空间分布特征.
主要成果:
- 在RTN中确定了六个不同的节点集群.
- 根据影响,聚合和传输能力,揭示了节点漏洞的变化.
- 证明了拓指标和空间因素如何与节点重要性有关.
结论:
- 节点分类为RTN漏洞提供了洞察力.
- 有针对性的管理策略可以提高RTN的规划,安全和可持续性.
- 该研究为评估和管理复杂的城市交通网络提供了一个框架.
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