An Optimized Subspace-Based Approach to Synchrophasor Estimation

被引:16
|
作者
Drummond, Zachary D. [1 ]
Claytor, Kevin E. [2 ,3 ]
Allee, David R. [1 ]
Hull, David M. [2 ]
机构
[1] Arizona State Univ, Dept Elect Comp & Energy Engn, Tempe, AZ 85287 USA
[2] CCDC Army Res Lab, Adelphi, MD 20783 USA
[3] Johns Hopkins Univ, Appl Phys Lab, Laurel, MD 20723 USA
关键词
ESPRIT; GTWLS; IEC/IEEE; 60255-118-1; phasor measurement unit (PMU); synchrophasor estimation; INTERPOLATED-DFT; PHASOR ESTIMATOR; PARAMETERS; ALGORITHM; ESPRIT; SYSTEM;
D O I
10.1109/TIM.2020.3017059
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We present two improvements to the subspace-based phasor measurement unit (PMU) algorithms based on ESPRIT frequency estimation. The first is a dynamic, real-time thresholding method to determine the size of the signal subspace. This allows for accurate ESPRIT-based frequency estimates of the nominal system frequency and the frequencies of any out-of-band interference or harmonic frequencies. Since other frequencies are included in the least squares (LS) estimate, the interference from frequencies other than nominal can be excluded. This results in a near flat estimation error over changes in: 1) nominal system frequency; 2) harmonic distortion; and 3) out-of-band interference. We also reduce the computational burden of ESPRIT and demonstrate the proposed algorithm running in real time on resource-constrained platforms. The accuracy of this algorithm is evaluated using the IEEE standard for synchrophasor estimation, IEC/IEEE 60255-118-1, and compared with another state-of-the-art PMU algorithm.
引用
收藏
页数:13
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