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Cross-entropy based rare-event simulation for the identification of dangerous events in power systems

机译:基于交叉熵的稀有事件仿真,用于电力系统中危险事件的识别

摘要

We propose in this paper a novel approach for identifying rare events that may endanger power system integrity. This approach is inspired by the rare-event simulation literature and, in particular, by the cross-entropy (CE) method for rare event simulation. We propose a general framework for exploiting the CE method in the context of power system reliability evaluation, when a severity function defined on the set of possible events is available. The approach is illustrated on the IEEE 30 bus test system when instability mechanisms related to static voltage security are considered.
机译:我们在本文中提出了一种新颖的方法,用于识别可能危害电力系统完整性的罕见事件。这种方法的灵感来自于稀有事件仿真文献,尤其是受到稀有事件仿真的交叉熵(CE)方法的启发。当在一组可能的事件上定义的严重性函数可用时,我们提出了在电力系统可靠性评估的背景下利用CE方法的通用框架。当考虑与静态电压安全性相关的不稳定机制时,该方法在IEEE 30总线测试系统上进行了说明。

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