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Cascading failure model in power grids using the complex network theory

机译:复杂网络理论的电网连锁故障模型

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摘要

The massive power flow transferring triggers the node overload cascade, which further activates the protection system hidden failures. In this study, we propose a cascading failure model based on complex network theory by combining the node overload failures and hidden failures of transmission lines in blackouts together. The model concerns the electrical characteristics, which has not been involved in the existed cascading failure model when modelling node loads. The cascading failure simulations on the 500 kV Center China power grid and the IEEE-300-bus test system demonstrate that the proposed cascading failure model with node load built on electrical characteristics can bring better network invulnerability than the model with that constructed on pure structure topology. Meanwhile, the proposed model can better exhibit the negative aspects of hidden failures in the blackouts. The deliberate attacks based on high-risk nodes can decrease the invulnerability of power grids more seriously compared with those based on high-degree and high-load nodes. The results provide a new way to analyse the power grid cascading failure mechanism based on the complex network theory.
机译:巨大的潮流传递触发了节点过载级联,进一步激活了保护系统隐藏的故障。在这项研究中,我们将停电中的节点过载故障和传输线的隐藏故障组合在一起,提出了一个基于复杂网络理论的级联故障模型。该模型涉及电气特性,在对节点载荷进行建模时,该电气特性并未包含在现有的级联故障模型中。在500 kV华中电网和IEEE-300总线测试系统上的级联故障仿真表明,所提出的具有基于电气特性的节点负载的级联故障模型比基于纯结构拓扑结构的模型具有更好的网络无损性。同时,提出的模型可以更好地表现出停电中隐藏故障的负面影响。与基于高度和高负载节点的攻击相比,基于高风险节点的故意攻击可以更严重地降低电网的无害性。研究结果为基于复杂网络理论的电网连锁故障机理分析提供了新途径。

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