DocumentCode :
2130794
Title :
A novel procedure for real-time detection of inter-area oscillations
Author :
Di Noia, L.P. ; Lauria, Davide ; Pisani, Cosimo ; Villacci, D.
fYear :
2012
fDate :
9-12 Sept. 2012
Firstpage :
433
Lastpage :
438
Abstract :
The paper presents a novel procedure for real-time detection of inter-area mode using distributed signals obtained by phasor measurement units (PMUs). Wide Area Control System signals could be intrinsically corrupted by noise and moreover characterized by data packets dropout due to transmission errors, buffer overflows and so on. In order to deal with the aforementioned troubles, an architecture which firstly performs a proper reconstruction technique, based upon a linear regression, and a digital filtering is proposed. The signals previously elaborated are fed through several windows of samples to the proposed measurement-based algorithm able to detect in real time electromechanical oscillations. It consists of a preliminary estimation of the electromechanical mode number by using Hankel Singular Value Decomposition (HSVD) and a successive application of the Variable Projection Algorithm (VarPro) to determine the damping and frequencies´ mode. Consequently, some control actions have to be implemented if any unstable mode is detected, in order to avoid the power system collapse. A numerical application based on Kundur´s 2-area test system confirms the potentiality of the proposed algorithm, comparing moreover its performances with those of other algorithms suitable for this kind of application.
Keywords :
digital filters; oscillations; phasor measurement; real-time systems; regression analysis; singular value decomposition; smart power grids; HSVD; Hankel singular value decomposition; Kundur 2-area test system; PMU; VarPro; damping mode; data packets dropout; digital filtering; distributed signals; electromechanical mode number; frequencies mode; interarea oscillations; linear regression; measurement-based algorithm; phasor measurement units; real time electromechanical oscillations; real-time detection; transmission errors; unstable mode detection; variable projection algorithm; wide area control system signals; Damping; Frequency estimation; Noise; Oscillators; Phasor measurement units; Power system stability; Real-time systems; Detection; HSVD; Inter-area oscillations; Smart Power Grids; WACS; WAMS;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Energy Conference and Exhibition (ENERGYCON), 2012 IEEE International
Conference_Location :
Florence
Print_ISBN :
978-1-4673-1453-4
Type :
conf
DOI :
10.1109/EnergyCon.2012.6348192
Filename :
6348192
Link To Document :
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