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首页> 外文期刊>International journal of electrical power and energy systems >Multichannel continuous wavelet transform approach to estimate electromechanical oscillation modes, mode shapes and coherent groups from synchrophasors in bulk power grids
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Multichannel continuous wavelet transform approach to estimate electromechanical oscillation modes, mode shapes and coherent groups from synchrophasors in bulk power grids

机译:多通道连续小波变换方法可从大电网中的同步相量估算机电振荡模式,模式形状和相干群

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摘要

Continuous Wavelet Transform (CWT) is a traditional single-channel method to estimate the dominant mode from measurements, but it is rarely applied to estimate mode shapes and coherent generators. On the other hand, estimation accuracy of traditional CWT is significantly affected by the observability of oscillations. This paper develops a multichannel CWT which is based on multichannel measurements and is less observability constrained so as to estimate not only dominant modes, but also mode shapes and coherent generators. First, wavelet power spectrum (VVPS) is applied to wavelet coefficient matrices (WCMs) of multichannel measurements obtained by CWT to detect the critical scale ranges associated with the dominate modes. Then, the WCMs with the same scales in the detected ranges extracted from the raw WCMs are used to estimate the dominant modes and mode shapes. Meanwhile, the measurements that only contains the information of dominant modes are reformed by inverse CWT to detect the coherent groups of generators using direction cosines. The proposed approach is applied and evaluated with the simulation data from the 16-generator 68-bus test system and field measurements from Phasor Measurement Units (PMUs) in China Southern Power Grid (CSG). Results show that the proposed approach is accurate and efficient in estimating dominant modes, mode shapes and coherent groups of generators from synchrophasor measurements.
机译:连续小波变换(CWT)是一种传统的单通道方法,用于根据测量结果估计主导模式,但很少用于估计模式形状和相干发生器。另一方面,传统CWT的估计精度受振荡可观察性的影响很大。本文开发了一种基于多通道测量并且受可观察性约束较少的多通道CWT,以便不仅估计主导模,而且估计模形状和相干发生器。首先,将小波功率谱(VVPS)应用于CWT获得的多通道测量的小波系数矩阵(WCM),以检测与主导模式相关的临界尺度范围。然后,在从原始WCM中提取的检测范围内具有相同比例的WCM用于估计主导模式和模式形状。同时,通过逆CWT对仅包含主导模信息的测量结果进行重构,以使用方向余弦检测发生器的相干群。所建议的方法已应用并通过16发电机68总线测试系统的仿真数据和南方电网(CSG)的相量测量单元(PMU)的现场测量进行了评估。结果表明,所提出的方法在根据同步相量测量来估计主导模式,模式形状和发生器的相干群方面是准确有效的。

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