Study of Cascading Failure Duration in Power Grid using Historical Outage Data and Simulation Model

Saikat Das, Zhifang Wang
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Abstract

Cascading failures in an interconnected system like a power grid can result in a large number of line outages and even blackouts. In this paper, we have studied the duration of cascading failures using historical utility outage data and simulated data. We have estimated the distribution function of cascading failure duration and determined the average duration of a cascading failure process. We have incorporated a cascading failure simulation model with ac power flow to compare our empirical results with the simulated result using two 500 bus synthetic grid test cases, one of which has been generated using AutoSynGrid - a Matlab-based toolkit with a similar connection topology of the utility system. We have also analyzed the effect of different loading levels on cascading failure duration. The results were in good agreement for both cases which validate the distribution of cascading failure duration and also the simulation model.
基于历史停电数据和仿真模型的电网级联故障持续时间研究
在像电网这样的互联系统中,级联故障可能导致大量线路中断甚至停电。在本文中,我们使用历史公用事业中断数据和模拟数据研究了级联故障的持续时间。估计了级联故障持续时间的分布函数,确定了级联故障过程的平均持续时间。我们将交流潮流的级联故障模拟模型与两个500总线综合电网测试用例的模拟结果进行了比较,其中一个是使用AutoSynGrid生成的,AutoSynGrid是一个基于matlab的工具包,具有类似的公用事业系统连接拓扑。我们还分析了不同加载水平对级联故障持续时间的影响。两种情况下的计算结果吻合较好,验证了级联故障持续时间的分布规律和仿真模型的正确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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