挖掘PMU数据,实时洞察电网潮流特性

C. DeMarco
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引用次数: 0

摘要

只提供摘要形式。稳定运行的同步电网是一个潮流解决引擎:它的输入是负载和发电母线上的需求和注入功率,它的输出是网络中所有母线电压的正弦(准)稳态行为。随着相量测量装置的广泛部署,电网运营商能够监测这些电压在50或60 Hz基频下随时间变化的加窗傅立叶分量。在传统的潮流研究中,这些电压相量将通过求解潮流方程来估计,给定功率需求和注入。这项工作的前提是相量测量将允许实时,“无模型”监测功率流的特性。在一个快速的时间尺度上,负载变化包括一个宽带宽的随机分量,它在大范围的输入方向上激励系统。在这个框架中,输出矢量的寡妇阵列(即相量测量)携带有关功率流调节的信息。本文开发了PMU测量阵列的最大奇异值的“无模型”计算,并表明它与功率流雅可比矩阵逆的最大奇异值密切相关,可以使用完整的系统模型信息进行计算。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mining PMU data for real-time insights into grid power flow properties
Summary form only given. A synchronous power grid in steady state operation is a power flow solution engine: its inputs are the demanded and injected powers at load and generation buses, its outputs the sinusoidal (quasi-) steady state behavior of voltages at all buses in the network. With wide-spread deployment of phasor measurement units, grid operators are able to monitor the time varying, windowed Fourier component of these voltages about the 50 or 60 Hz fundamental. In traditional power flow studies, these voltage phasors would be estimated by solving the power flow equations, given power demands and injections. The premise of this work is that phasor measurements will allow real-time, “model free” monitoring of the properties of the power flow. On an fast time scale, load variation includes a broad-bandwidth stochastic component that excites the system over a wide range of input directions. In this framework, a widowed array of output vectors (i.e., the phasor measurements) carries information regarding the conditioning of the powerflow. The work here develops a “model free” computation of the largest singular value of a PMU measurement array, and shows it closely tracks the largest singular value of the power flow Jacobian inverse, as computed with full system model information.
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