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Statistical Considerations in the Creation of Realistic Synthetic Power Grids for Geomagnetic Disturbance Studies

机译:为地磁干扰研究创建现实的综合电网时的统计考虑

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摘要

Studies to evaluate the power system impacts of geomagnetic disturbances (GMDs) can benefit from geographically realistic public test cases to validate methodologies and analysis tools. Presently very few GMD test cases exist that are not restricted by data confidentiality. In this paper, we outline a method to generate completely synthetic transmission system networks suitable for GMD studies. Public energy and census data form the basis for generation, load, and geographic substation placement. The transmission line topology of the synthetic network is designed to match statistical characteristics observed on the Eastern Interconnect in North America: average nodal degree, average shortest path length, and average clustering coefficient. We apply the Delaunay triangulation to transmission network synthesis, showing it provides an excellent starting place for generating realistic topologies. A 150-bus case is developed and released with benchmark GMD results, for using in testing GMD models and methods.
机译:评估地磁干扰(GMD)对电力系统的影响的研究可以受益于地理上现实的公共测试案例,以验证方法论和分析工具。目前,很少有不受数据保密性限制的GMD测试案例。在本文中,我们概述了一种生成适合GMD研究的完全综合的传输系统网络的方法。公共能源和人口普查数据构成了发电,负荷和地理变电站布置的基础。合成网络的传输线拓扑设计为匹配在北美东部互连线上观察到的统计特性:平均节点度,平均最短路径长度和平均聚类系数。我们将Delaunay三角剖分应用于传输网络综合,表明它为生成实际拓扑提供了极好的起点。开发了一个150总线的机箱,并发布了基准GMD结果,用于测试GMD模型和方法。

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  • 来源
    《Power Systems, IEEE Transactions on》 |2017年第2期|1502-1510|共9页
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  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
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