以亚奈奎斯特速率报道的同步相量在更高采样率下的相量动力学重建

Sarasij Das, T. Sidhu
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引用次数: 4

摘要

IEEE标准C37.118.1-2011规定了同步量测量的性能要求。在本标准中,相域振荡的最大调制频率为5hz。同步相量报告速率低于10帧/秒的不受标准动态要求的限制。由于违反奈奎斯特理论(考虑最大5赫兹振荡频率),低于10帧/秒的同步相量不能用于动态监测应用。最近,压缩采样(CS)理论在信号处理界引起了极大的兴趣,因为它有可能从比奈奎斯特率建议的更少的样本中重建信号。在本文中,CS理论已被用于重建信号动力学在更高的速率使用同步相量报道在亚奈奎斯特速率。由于混叠,这在传统的插值理论中是无法实现的。作为一个例子,本文报道了在8帧/秒的速度下幅频调制(5hz)波形的同步相量;从而引起混叠。这些混叠数据用于相量数据集中器(PDCs)中,利用CS理论以24帧/秒的速率精确地(低TVE)重建同步相量。结果表明,CS理论也可用于降低通信带宽要求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reconstruction of phasor dynamics at higher sampling rates using synchrophasors reported at sub-Nyquist rate
The IEEE standard C37.118.1-2011 specifies performance requirements for the synchrophasor measurements. In this standard, the maximum modulation frequency for the phasor domain oscillations is 5 Hz. The synchrophasor reporting rates below 10 frames/s are exempted from the dynamic requirements of the standard. Synchrophasors reported below 10 frames/s cannot be used in the dynamics monitoring applications due to violation of the Nyquist theory (considering maximum 5 Hz oscillation frequency). Recently, compressive sampling (CS) theory has generated significant interest in the signal processing community because of its potential to enable signal reconstruction from fewer samples than suggested by the Nyquist rate. In this paper, the CS theory has been used to reconstruct the signal dynamics at higher rates using synchrophasors reported at the sub-Nyquist rate. This cannot be achieved in the conventional interpolation theory due to aliasing. As an example, in this paper, synchrophasors of an amplitude and frequency modulated (5 Hz) waveform are reported at 8 frames/s; thus causing aliasing. This aliased data is used in the phasor data concentrators (PDCs) to accurately (low TVE) reconstruct the synchrophasors at 24 frames/s rate using CS theory. The results indicate that the CS theory may also be useful in reducing the communication bandwidth requirements.
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