Title :
Modal Analysis of Ambient PMU Measurements Using Orthogonal Wavelet Bases
Author :
Khalilinia, Hamed ; Venkatasubramanian, Vaithianathan Mani
Author_Institution :
Sch. of Electr. Eng. & Comput. Sci., Washington State Univ., Pullman, WA, USA
Abstract :
This paper proposes a new method, called wavelet scale decomposition, for modal analysis of ambient synchrophasor data using orthogonal wavelet bases. Wavelet formulation of the problem enables reliable estimation results even with short data analysis windows that are a few minutes long. Also, in addition to finding the mode frequency and damping ratio of oscillatory modes, the proposed method is able to estimate their mode shapes as well. The method is tested on some archived real phasor measurement unit data sets and on simulations from Kundur two area system. The results show that the proposed method is able to track damping ratio variations in power systems effectively with short analysis windows.
Keywords :
modal analysis; phasor measurement; power system stability; wavelet transforms; ambient PMU measurements; ambient synchrophasor data; damping ratio variations; modal analysis; orthogonal wavelet bases; phasor measurement unit data; reliable estimation results; short data analysis windows; wavelet scale decomposition; Damping; Modal analysis; Phasor measurement units; Power system stability; Wavelet transforms; Electromechanical mode identification; oscillation monitoring; power system stability; small signal stability; wavelet transforms (WTs);
Journal_Title :
Smart Grid, IEEE Transactions on
DOI :
10.1109/TSG.2015.2410138