网络分裂对级联故障过程的影响

Q1 Mathematics
F. Sloothaak, S. Borst, B. Zwart
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引用次数: 1

摘要

级联故障模型通常用于捕捉故障可能连续引发进一步故障,从而导致连锁效应的现象。在许多网络中,这最终导致瓦解的网络,在该网络中,故障在各个组件之间独立地继续传播。为了深入了解网络分裂对级联故障过程的影响,我们扩展了一个完善的级联故障模型,该模型的故障数量服从幂律分布。我们假设单线故障会立即将网络一分为二,并考察其对幂律指数的影响。这些结果提供了有价值的定性见解,是理解更复杂的网络分裂场景的关键第一步。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Impact of a Network Split on Cascading Failure Processes
Cascading failure models are typically used to capture the phenomenon where failures possibly trigger further failures in succession, causing knock-on effects. In many networks this ultimately leads to a disintegrated network where the failure propagation continues independently across the various components. In order to gain insight in the impact of network splitting on cascading failure processes, we extend a well-established cascading failure model for which the number of failures obeys a power-law distribution. We assume that a single line failure immediately splits the network in two components, and examine its effect on the power-law exponent. The results provide valuable qualitative insights that are crucial first steps towards understanding more complex network splitting scenarios.
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来源期刊
Stochastic Systems
Stochastic Systems Decision Sciences-Statistics, Probability and Uncertainty
CiteScore
3.70
自引率
0.00%
发文量
18
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