电力系统应急响应中的级联大小分布

M. Goodridge, J. Moriarty, A. Pizzoferrato
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引用次数: 3

摘要

电力系统受到干扰后,会触发紧急响应,如保护或负荷/发电脱落,有几个因素会影响这些响应在网络中的级联方式。除了网络拓扑等确定性因素外,本文的目标是量化功率干扰中相关性的影响。例如,常见的天气模式会导致可再生能源发电的相关预报错误。我们的研究结果表明,对于高度连接的网络,级联大小分布是双峰的,正相关的扰动有利于减小级联大小。对于固定网络,当应急响应很少时,后者的关系更强,这与大偏差的数学理论是一致的。
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Distributions of cascade sizes in power system emergency response
Following disturbances to a power system triggering emergency responses such as protection or load/generation shedding, several factors affect the way in which these responses may cascade through the network. Beyond deterministic factors such as network topology, in this paper we aim to quantify the effect of correlations in power disturbances. These arise, for example, from common weather patterns causing correlated forecast errors in renewable generation. Our results suggest that for highly connected networks, the cascade size distribution is bimodal and positively correlated disturbances have the benefit of reducing cascade size. For a fixed network the latter relationship is observed to be stronger when emergency responses are rare, which is consistent with the mathematical theory of large deviations.
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