• DocumentCode
    586838
  • Title

    Frequency adaptive linear Kalman filter for fast and accurate estimation of grid voltage parameters

  • Author

    Reza, Md. Shamim ; Ciobotaru, Mihai ; Agelidis, Vassilios Georgios

  • Author_Institution
    Australian Energy Res. Inst. (AERI), Univ. of New South Wales (UNSW), Sydney, NSW, Australia
  • fYear
    2012
  • fDate
    Oct. 30 2012-Nov. 2 2012
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper presents a comparative analysis of three different quadrature signal generators such as the frequency locked loop (FLL) based linear Kalman filter (LKF) (LKF-FLL), the second order generalized integrator (SOGI) and FLL based quadrature signal generator (QSG) (SOGI-FLL) and the extended Kalman filter (EKF). In the LKF-FLL technique, the FLL is integrated with the LKF, where the LKF tracks the orthogonal waveforms of the gird voltage fundamental component based on the fundamental frequency estimated by the FLL. The LKF-FLL technique provides better steady state results and also takes smaller convergence time during the transients as compared to the SOGI-FLL and the EKF techniques. Moreover, the LKF-FLL technique is less complex than the EKF. Synthetically generated grid voltage waveforms are used in MATLAB/Simulink to depict the superior performance of the LKF-FLL technique.
  • Keywords
    adaptive Kalman filters; adaptive estimation; electric power generation; frequency estimation; frequency locked loops; parameter estimation; power grids; power harmonic filters; signal generators; waveform generators; EKF; FLL; LKF; MATLAB-Simulink technique; QSG; SOGI; comparative analysis; extended Kalman filter; frequency adaptive linear Kalman filter; frequency locked loop; fundamental frequency estimation; gird voltage fundamental component; grid voltage parameter estimation; harmonics corrupted grid voltage waveform; orthogonal waveform tracking; quadrature signal generator; second order generalized integrator; synthetically generated grid voltage waveform; Frequency locked loops; MATLAB; Matrix converters; Extended Kalman filter (EKF); frequency locked loop (FLL); linear Kalman filter (LKF); second order generalized integrator (SOGI);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power System Technology (POWERCON), 2012 IEEE International Conference on
  • Conference_Location
    Auckland
  • Print_ISBN
    978-1-4673-2868-5
  • Type

    conf

  • DOI
    10.1109/PowerCon.2012.6401446
  • Filename
    6401446