DocumentCode :
3603928
Title :
Compressive Sensing of a Taylor-Fourier Multifrequency Model for Synchrophasor Estimation
Author :
Bertocco, Matteo ; Frigo, Guglielmo ; Narduzzi, Claudio ; Muscas, Carlo ; Pegoraro, Paolo Attilio
Author_Institution :
Dept. of Inf. Eng., Univ. of Padua, Padua, Italy
Volume :
64
Issue :
12
fYear :
2015
Firstpage :
3274
Lastpage :
3283
Abstract :
Synchrophasor measurements, performed by phasor measurement units (PMUs), are becoming increasingly important for power system network monitoring. Synchrophasor standards define test signals for verification of PMU compliance, and set acceptance limits in each test condition for two performance classes (P and M ). Several PMU algorithms have been proposed to deal with steady-state and dynamic operating conditions identified by the standard. Research and discussion arising from design, implementation, testing and characterization of PMUs evidenced that some disturbances, such as interharmonic interfering signals, can seriously degrade synchrophasor measurement accuracy. In this paper, a new compressive sensing (CS) approach is introduced and applied to synchrophasor measurements using a CS Taylor-Fourier (TF) multifrequency (CSTFM) model. The aim is to exploit, in a joint method, the properties of CS and the TF transform to identify the most relevant components of the signal, even under dynamic conditions, and to model them in the estimation procedure, thus limiting the impact of harmonic and interhamonic interferences. The CSTFM approach is verified using composite tests derived from the test conditions of the synchrophasor standard and simulation results are presented to show its potentialities.
Keywords :
Fourier analysis; compressed sensing; phasor measurement; CS Taylor-Fourier multifrequency model; CSTFM model; PMU algorithms; compressive sensing approach; dynamic operating conditions; interhamonic interferences; interharmonic interfering signals; phasor measurement units; power system network monitoring; steady-state operating conditions; synchrophasor measurements; synchrophasor standards; Compressed sensing; Discrete Fourier transforms; Frequency estimation; Harmonic analysis; IEEE Standards; Matching pursuit algorithms; Phasor measurement units; Compressive sensing (CS); IEEE C37.118.1; Taylor-Fourier (TF) model.; Taylor???Fourier (TF) model; orthogonal matching pursuit (OMP); phasor measurement units (PMUs); synchrophasor;
fLanguage :
English
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9456
Type :
jour
DOI :
10.1109/TIM.2015.2450295
Filename :
7164295
Link To Document :
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