• DocumentCode
    107862
  • Title

    Generator dynamic model validation and parameter calibration using phasor measurements at the point of connection

  • Author

    Zhenyu Huang ; Pengwei Du ; Kosterev, Dmitry ; Yang, Songping

  • Author_Institution
    Battelle-Pacific Northwest Nat. Lab., Richland, WA, USA
  • Volume
    28
  • Issue
    2
  • fYear
    2013
  • fDate
    May-13
  • Firstpage
    1939
  • Lastpage
    1949
  • Abstract
    Power system model quality is key to safe and reliable electricity delivery. A novel method using disturbance data recorded by phasor measurement units (PMUs) is proposed to improve the integrity of dynamic models, which consists of both model validation and model parameter identification. In the model validation step, event playback is applied to simulate the model´s response for a rigorous comparison with measured response captured by PMUs. A large mismatch indicates model deficiency. In the parameter identification step, an automatic calibration method using the extended Kalman filter (EKF) techniques and trajectory sensitivity analysis is formulated to save significant effort and time from manual tuning. Case studies are presented to demonstrate that the proposed method has adequate performance for model validation and parameter calibration in terms of accuracy, good convergence speed and robustness with respect to measurement noises. The proposed method is cost-effective and complements traditional equipment testing for improving dynamic model quality.
  • Keywords
    AC generators; Kalman filters; electrical safety; nonlinear filters; phasor measurement; power generation reliability; EKF technique; PMU; automatic calibration method; disturbance data; dynamic model integrity; dynamic model quality; electricity delivery reliability; electricity delivery safety; equipment testing; event playback; extended Kalman filter technique; generator dynamic model validation; measured response; measurement noise; model parameter identification; model response; model validation; parameter calibration; phasor measurement units; point-of-connection; power system model quality; trajectory sensitivity analysis; Calibration; Kalman filters; Phasor measurement units; Power system simulation; Extended Kalman filter (EKF); model validation; parameter calibration; phasor measurement units;
  • fLanguage
    English
  • Journal_Title
    Power Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8950
  • Type

    jour

  • DOI
    10.1109/TPWRS.2013.2251482
  • Filename
    6487426