• DocumentCode
    730612
  • Title

    A quaternion frequency estimator for three-phase power systems

  • Author

    Talebi, Sayed Pouria ; Mandic, Danilo P.

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Imperial Coll. of London, London, UK
  • fYear
    2015
  • fDate
    19-24 April 2015
  • Firstpage
    3956
  • Lastpage
    3960
  • Abstract
    Motivated by the need for accurate frequency estimation in power systems, a novel algorithm for estimating the fundamental frequency of both balanced and unbalanced three-phase power systems, which is robust to noise and distortions, is developed. This is achieved through the use of quaternions in order to provide a unified framework for joint modeling of voltage measurements from all the phases of a three-phase system. Next, the recently introduced Hℝ-calculus is employed to derive a state space estimator based on the quaternion extended Kalman filter (QEKF). The proposed algorithm is validated over a variety of case studies using both synthetic and real-world data.
  • Keywords
    Kalman filters; frequency estimation; power systems; voltage measurement; Hℝ-calculus; QEKF; balanced three-phase power systems; joint voltage measurement modeling; quaternion extended Kalman filter; quaternion frequency estimator; state space estimator; unbalanced three-phase power systems; Quaternions; Three-phase power systems; frequency estimation; quaternion Kalman filtering; quaternion state space modeling; quaternion-valued signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
  • Conference_Location
    South Brisbane, QLD
  • Type

    conf

  • DOI
    10.1109/ICASSP.2015.7178713
  • Filename
    7178713