同步相量测量中环境噪声的初步研究

Md. Arif Khan, J. Pierre, D. Trudnowski, S. Wulff
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引用次数: 8

摘要

研究了不同随机负载模型下同步相量测量中的环境噪声特性。从理论上讨论了同步量测量中随机负荷变化的功率谱密度(PSD)和概率密度函数(PDF)与观测到的环境噪声的关系。研究了西部电力协调委员会(WECC)系统实际同步量测量的环境噪声的PSD和PDF。使用代表WECC系统的线性化仿真平台模拟环境噪声。理论和仿真结果都表明,无论负载随机变化的底层分布如何,只要满足广义平稳条件,环境噪声都近似为高斯噪声。此外,研究结果表明,在很大范围内统计上不同的白色、滤波后的白色和粉红色随机负载模型中,系统模式在噪声谱中的可见性不受影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An initial study of ambient noise in synchrophasor measurements
The characteristics of ambient noise in synchrophasor measurements are investigated for different random load models. A theoretical discussion is provided relating the power spectral density (PSD) and probability density function (PDF) of the random load variations with the observed ambient noise in the synchrophasor measurements. The PSD and the PDF of ambient noise from actual synchrophasor measurements from the Western Electricity Coordinating Council (WECC) system were studied. Ambient noise was also simulated using a linearized simulation platform representing the WECC system. Both the theoretical and simulated results show that the ambient noise is approximately Gaussian when only wide-sense-stationary condition is met irrespective of the underlying distributions of the random load variations. In addition, the results show that the visibility of system modes in the noise spectrum remains unaffected for a wide-range of statistically different white, filtered white, and pink random load models.
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