DocumentCode
149625
Title
Recursive total least-squares estimation of frequency in three-phase power systems
Author
Arablouei, Reza ; Dogancay, Kutluyil ; Werner, Stefan
Author_Institution
Inst. for Telecommun. Res., Univ. of South Australia, Mawson Lakes, SA, Australia
fYear
2014
fDate
1-5 Sept. 2014
Firstpage
2330
Lastpage
2334
Abstract
We propose an adaptive algorithm for estimating the frequency of a three-phase power system from its noisy voltage readings. We consider a second-order autoregressive linear predictive model for the noiseless complex-valued αβ signal of the system to relate the system frequency to the phase voltages. We use this model and the noisy voltage data to calculate a total least-square (TLS) estimate of the system frequency by employing the inverse power method in a recursive manner. Simulation results show that the proposed algorithm, called recursive TLS (RTLS), outperforms the recursive least-squares (RLS) and the bias-compensated RLS (BCRLS) algorithms in estimating the frequency of both balanced and unbalanced three-phase power systems. Unlike BCRLS, RTLS does not require the prior knowledge of the noise variance.
Keywords
adaptive signal processing; autoregressive processes; frequency estimation; inverse problems; power grids; regression analysis; adaptive algorithm; adaptive signal processing; balanced three-phase power systems; electric power grids; inverse power method; noiseless complex-valued αβ signal; noisy voltage readings; phase voltages; recursive TLS; recursive total least-squares frequency estimation; second-order autoregressive linear predictive model; unbalanced three-phase power systems; Estimation; Frequency estimation; Noise measurement; Power systems; Signal to noise ratio; Steady-state; Adaptive signal processing; frequency estimation; inverse power method; linear predictive modeling; total least-squares;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European
Conference_Location
Lisbon
Type
conf
Filename
6952846
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