Complex Network Based Virtual Power Plant CPS Reliability Analysis

Zhenglong Leng, Zhaozheng Zhou, Yuanchun Tang, Cui Li, Zhanghuang Zhang, Yincheng Qi
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Abstract

In view of the problem that the scale of cascading failures may expand due to the failure of key nodes in cyber network of virtual power plant (VPP) cyber-physical system (CPS), this paper establishes a VPP CPS architecture network model. Small world network and scale-free network are used to simulate the cyber network as well as power network in CPS respectively. In view of the fact that VPP CPS can't resist deliberate attacks well, a protection strategy for key nodes of VPP cyber network is proposed to enhance the protection of key nodes and reduce the impact of cascading failures. The number of surviving nodes and clusters are adopted as indicators to evaluate the reliability of VPP-CPS network. Through the analysis of the complex network characteristic parameters and cascading failure process in VPP CPS network, protecting key nodes can improve the reliability of VPP network effectively.
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基于复杂网络的虚拟电厂CPS可靠性分析
针对虚拟电厂(VPP)网络物理系统(CPS)网络中关键节点故障可能导致级联故障规模扩大的问题,建立了VPP CPS体系结构网络模型。采用小世界网络和无标度网络分别模拟了CPS中的网络和电力网络。针对VPP CPS不能很好地抵御蓄意攻击的问题,提出了VPP网络关键节点保护策略,以增强对关键节点的保护,减少级联故障的影响。以幸存节点数和集群数作为评价VPP-CPS网络可靠性的指标。通过对VPP CPS网络复杂网络特征参数和级联故障过程的分析,对关键节点进行保护可以有效提高VPP网络的可靠性。
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