模拟复杂CPSS中的级联故障以提供弹性任务保证:智能运输系统案例研究
Theresa Sobb1, Benjamin Turnbull1
1School of Systems and Computing, University of New South Wales at the Australian Defence Force Academy, Campbell, ACT 2612, Australia.
Entropy (Basel, Switzerland)
|August 28, 2025
概括
智能运输系统 (ITS) 是复杂的网络物理社会系统,容易受到网络攻击. 这项研究模拟了ITS的级联失败,揭示了关键节点和社会因素对弹性的重要性.
科学领域:
- 网络物理社会系统
- 智能运输系统
- 系统的弹性
背景情况:
- 智能运输系统 (ITS) 是复杂的系统,涉及网络,物理和社会节点.
- 这些系统能提高效率, 但面临网络攻击和网络中断等威胁.
- 在复杂的网络物理社会系统 (C-CPSS) 中出现的行为可能会破坏关键服务.
研究的目的:
- 设计和实施一个模拟和分析C-CPSS级别故障的程序模型.
- 验证这种模拟在理解系统漏洞方面的价值.
- 在ITS中识别关键节点和故障透途径.
主要方法:
- 开发一个级联故障模拟的程序模型.
- 测试模型与C-CPSS智能运输系统的情况.
- 对模拟结果进行分析,以确定关键系统组件和故障传播.
主要成果:
- 该模型成功识别了模拟网络故障的关键节点和后果.
- 结果强调了包括社交节点在准确的模拟结果中的重要性.
- 了解网络,实体和社交节点之间的相互依赖对于恢复能力至关重要.
结论:
- 级联故障模拟对于提高智能运输系统的弹性是有价值的.
- 对C-CPSS的准确建模需要整合社会系统组件.
- 加强ITS对连续失败的防范对于任务保证和社会服务至关重要.
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