• 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