DocumentCode :
1440080
Title :
Exact Model Order ESPRIT Technique for Harmonics and Interharmonics Estimation
Author :
Jain, Sachin K. ; Singh, S.N.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol. Kanpur, Kanpur, India
Volume :
61
Issue :
7
fYear :
2012
fDate :
7/1/2012 12:00:00 AM
Firstpage :
1915
Lastpage :
1923
Abstract :
Harmonic, which is becoming more and more important day by day in the emerging power system, is one of the most critical power quality parameters. In this paper, the estimation of signal parameters via rotational invariance technique (ESPRIT)-based method is proposed with an accurate model order (the number of frequency components) estimate for power system harmonic and interharmonics detection. It is demonstrated that, even for high noise signal, the proposed algorithm is able to accurately estimate the number of frequency components present in the signal. The proposed method is capable of estimating the accurate values of frequency, amplitude, and phase angle of the distorted current or voltage signals for a wide range of sampling frequency and measurement noise. The robustness of the proposed method has been tested on several simulated synthetic signals and measured experimental signals for different nonlinear loads.
Keywords :
harmonic distortion; power supply quality; power system harmonics; reduced order systems; ESPRIT technique; estimation of signal parameters via rotational invariance technique; exact model order; frequency components; interharmonics estimation; measurement noise; nonlinear loads; power system harmonics; sampling frequency; synthetic signals; Computational modeling; Eigenvalues and eigenfunctions; Estimation; Frequency estimation; Harmonic analysis; Noise; Power system harmonics; Model order estimation; nonlinear load; parametric method; power quality; reconstruction error (RE); total harmonics distortion (THD);
fLanguage :
English
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9456
Type :
jour
DOI :
10.1109/TIM.2012.2182709
Filename :
6145674
Link To Document :
بازگشت