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Robustness of cyber-physical power systems in cascading failure: Survival of interdependent clusters

机译:网络物理电源系统在级联故障中的鲁棒性:相互依赖的集群的生存

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摘要

In cyber-physical power systems, tiny failure generating in unilateral network may cause cascading failure iterative between physical power grid and communication network, and finally makes systems break into considerable clusters. In this paper, we find that considerable clusters respectively in physical power grid and communication network are mutually interdependent to survive in cascading failure. Taking account of survival clusters, we study robustness of cyber-physical power systems in various attack scenes. We employ IEEE Standard Bus test case and random network to model cyber-physical power systems. The numerical simulation illustrates that targeted attack disintegrates systems into more clusters than random attack, but with less nodes remained than random attack, which validates the positive correlation between average size of clusters and robustness of systems. Further, the simulation has proved the negative correlation between number of clusters and defined threshold of cluster size. Moreover, the simulation analysis on coupling interdependency and correspondence relation can guide rational allocation of inter-links in systems.
机译:在网络物理电力系统中,单边网络中产生的微小故障可能会导致物理电力网与通信网络之间的级联故障迭代,最终使系统陷入可观的集群中。在本文中,我们发现物理电网和通信网络中的大量集群相互依赖,可以在级联故障中生存。考虑到生存集群,我们研究了各种攻击场景下网络物理电源系统的鲁棒性。我们采用IEEE标准总线测试用例和随机网络对网络物理电力系统进行建模。数值模拟表明,与随机攻击相比,针对性攻击将系统分解为更多的群集,但与随机攻击相比,剩余的节点更少,这验证了群集的平均大小与系统健壮性之间的正相关性。此外,仿真证明了簇数与定义的簇大小阈值之间呈负相关。此外,对耦合相互依存关系和对应关系的仿真分析可以指导系统内部链接的合理分配。

著录项

  • 来源
    《International journal of electrical power and energy systems》 |2020年第1期|105374.1-105374.12|共12页
  • 作者单位

    Nanjing Univ Posts & Telecommun Coll Automat Nanjing 210023 Jiangsu Peoples R China|Nanjing Univ Posts & Telecommun Coll Artificial Intelligence Nanjing 210023 Jiangsu Peoples R China|Nanjing Univ Posts & Telecommun Inst Adv Technol Nanjing 210023 Jiangsu Peoples R China|Jiangsu Engn Lab Big Data Anal & Control Act Dist Nanjing Jiangsu Peoples R China;

    Nanjing Univ Posts & Telecommun Inst Adv Technol Nanjing 210023 Jiangsu Peoples R China|Jiangsu Engn Lab Big Data Anal & Control Act Dist Nanjing Jiangsu Peoples R China|Nanjing Univ Posts & Telecommun Sch Comp Sci Nanjing 210023 Jiangsu Peoples R China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Cyber-physical power systems; Cascading failure; Survival clusters; Robustness; Attack scenes;

    机译:网络物理电源系统;级联失败;生存集群;坚固性攻击场面;

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