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A data-driven analysis of lightning-initiated contingencies at a distribution grid with a PV farm using Micro-PMU data

机译:使用Micro-PMU数据对光伏农场的配电网中闪电引发的突发事件进行数据驱动的分析

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In this paper, we conduct a data-driven experimental analysis of lightening-induced contingencies at a distribution grid in Riverside, CA, using data from three distribution level phasor measurement units, a.k.a, Micro-PMUs. The data was collected during four hours of a rainy day with several lightening strikes on October 24, 2016. Of particular interest was to analyze the impact and the response of a 7.5 MW PV farm. Due to the use of three Micro-PMUs, including one in an outlying area, we are able to distinguish system-wide events across the sub-transmission network against local events at the PV farm and its associated substation. Multiple interesting observations are made and the related causes are discussed. For example, based on the analysis of phase angle difference data, we observe that during at least one of the lightening events, there was a reverse power flow from the PV site to the substation due to a transient short-circuit caused by the surge arresters. This paper takes a first step in using Micro-PMU data to conduct a detailed analysis of how distributed energy resources (DERs) could be affected and and/or respond to the lightening-induced contingencies in distribution systems.
机译:在本文中,我们使用来自三个分布级相量测量单位(也称为Micro-PMU)的数据,在加利福尼亚州里弗赛德的配电网格上进行了闪电驱动的意外事件的数据驱动实验分析。数据是在一个雨天的四个小时内收集的,2016年10月24日有几次雷击。特别有趣的是分析7.5 MW光伏电站的影响和响应。由于使用了三个Micro-PMU,其中一个在外围区域,因此我们能够将整个子传输网络中的系统范围事件与PV场及其关联的变电站中的本地事件区分开。进行了许多有趣的观察,并讨论了相关原因。例如,基于对相角差数据的分析,我们观察到在至少一次闪电事件中,由于电涌放电器引起的瞬态短路,导致了从光伏站点到变电站的反向功率流。 。本文迈出了第一步,利用Micro-PMU数据对分布式能源(DER)如何受到影响和/或应对配电系统中由闪电引起的突发事件进行了详细分析。

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