DocumentCode :
737928
Title :
Real-Time Power System Phasors and Harmonics Estimation Using a New Decoupled Recursive-Least-Squares Technique for DSP Implementation
Author :
Sadinezhad, Iman ; Agelidis, Vassilios Georgios
Author_Institution :
Sch. of Electr. Eng. & Telecommun., Univ. of New South Wales, Sydney, NSW, Australia
Volume :
60
Issue :
6
fYear :
2013
fDate :
6/1/2013 12:00:00 AM
Firstpage :
2295
Lastpage :
2308
Abstract :
This paper presents the mathematical basis to restructure the recursive-least-squares (RLS) technique for real-time implementations on digital signal processors (DSPs). The proposed decoupled RLS (DRLS) technique is adapted for real-time estimation of phasors and harmonics. The comparison between the proposed technique and the conventional RLS one shows considerable improvement in terms of reducing the turnaround time on two different off-the-shelf research and development DSP platforms. The DRLS technique also shows better computational efficiency than the adaptive linear combiner (ADALINE) and recursive discrete Fourier transform (RDFT) techniques in direct estimation of amplitude and phase angle when implemented on DSPs. The DRLS technique performance is also superior to that of the ADALINE and RDFT techniques under the presence of noise, subharmonics, and frequency variations. The performance of the proposed technique has been evaluated by simulations using MATLAB-Simulink and through real-time experiments. Selected results presented in this paper confirm the DSP turnaround time improvementand satisfactory performance of the proposed technique.
Keywords :
digital signal processing chips; discrete Fourier transforms; least squares approximations; phase estimation; phasor measurement; power system harmonics; recursive estimation; ADALINE; DRLS technique; DSP platforms; Matlab-Simulink; RDFT technique; adaptive linear combiner; amplitude direct estimation; decoupled RLS technique; decoupled recursive-least-squares technique; digital signal processors; frequency variations; harmonics estimation; phase angle estimation; phasor real-time estimation; real-time power system phasor measurement; recursive discrete Fourier transform; Digital signal processing; Estimation; Harmonic analysis; Mathematical model; Power system harmonics; Real time systems; Vectors; Digital signal processors (DSPs); phasors estimation; power system harmonics; recursive-least-squares (RLS) technique;
fLanguage :
English
Journal_Title :
Industrial Electronics, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0046
Type :
jour
DOI :
10.1109/TIE.2012.2192895
Filename :
6177246
Link To Document :
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