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Optimal Mode Decomposition-Based Analysis of Electromechanical Oscillations of Power Systems Using Synchrophasors

Authors :
Deyou Yang
Jie Tian
Lixin Wang
Guowei Cai
Jin Ma
Bo Wang
Source :
IEEE Access, Vol 8, Pp 192408-192418 (2020)
Publication Year :
2020
Publisher :
IEEE, 2020.

Abstract

Synchrophasor-based electromechanical modes extraction offers essential information for monitoring the small-signal stability of power systems without models. This article proposes an optimal mode decomposition (OMD) method for extracting electromechanical modes from noise-contaminated measurement data. In the proposed method, an iterative optimal process based on the Grassman manifold is employed to enhance robustness to measurement noise, such that the fixed low-dimensional subspace using proper orthogonal decomposition (POD) is not required in the proposed method. The proposed method gives a reliable extraction of frequency and damping ratio as well as the mode shape using multichannel wide-area measurement data. The performance of the proposed method is tested using simulated data from the IEEE 4-machine 2-area test system, 16-generator 5-area test system and measured data from a real power system.

Details

Language :
English
ISSN :
21693536
Volume :
8
Database :
Directory of Open Access Journals
Journal :
IEEE Access
Publication Type :
Academic Journal
Accession number :
edsdoj.15ff0f77e8eb486e96f31b3c5ee9c0e4
Document Type :
article
Full Text :
https://doi.org/10.1109/ACCESS.2020.3032789