4.7 Article

An Optimized Subspace-Based Approach to Synchrophasor Estimation

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TIM.2020.3017059

关键词

ESPRIT; GTWLS; IEC/IEEE 60255-118-1; phasor measurement unit (PMU); synchrophasor estimation

资金

  1. CCDC Army Research Laboratory (Cooperative Agreement) [W911NF-15-2-0086]

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This study introduces two improvements to the subspace-based PMU algorithms based on ESPRIT frequency estimation, including a dynamic real-time thresholding method and reducing the computational burden of ESPRIT. The proposed algorithm shows near flat estimation error over changes in nominal system frequency, harmonic distortion, and out-of-band interference, while also running in real time on resource-constrained platforms.
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.

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