电力系统分布式传感器网络中的数据质量与聚合

G. Frigo, M. Agustoni, Federico Grasso Toro
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引用次数: 0

摘要

在现代电力系统中,测量基础设施是任何监测和控制应用的支柱。事实上,不断增加的可再生能源和分布式发电的渗透已经产生了一种易于不稳定和快速变化的操作情景。为了应对这些挑战,通常在每个敏感网络节点获取电流和电压相量测量,然后在本地或中央级别汇总,以便估计系统状态或采取控制动作,如断路器的打开。从规范的角度来看,现有的标准侧重于单个传感器的性能遵从性,但它们没有验证其实际的互操作性。在这方面,本文提出了一个小而有效的修改,即在测量结果的数字格式(以太网数据包)中包含一个在线计算的性能度量。数值模拟结果表明,所提出的度量方法可以提高数据的聚合性和状态估计的准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
DATA QUALITY AND AGGREGATION IN POWER SYSTEM DISTRIBUTED SENSOR NETWORKS
 In modern power systems, the measurement infrastructure represents the backbone of any monitoring and control application. Indeed, the ever-increasing penetration of renewable energy sources and distributed generation has produced an operating scenario prone to instability and rapid variations. In order to address these challenges, current and voltage phasor measurements are typically acquired at each sensitive network node and then aggregated at local or central level in order to estimate the system state or to take control actions as the opening of a circuit breaker. From a normative point of view, the existing standards focus on the performance compliance of a single sensor, but they do not verify their actual interoperability. In this regard, this paper proposes a minor yet effective amendment to include in the digital format (Ethernet packet) of the measurement result a performance metric to be computed on-line. As proven by the numerical simulations, the proposed metric allows for an improved data aggregation and a more accurate state estimation.
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