• DocumentCode
    1279760
  • Title

    Cluster Computing-Based Trajectory Sensitivity Analysis Application to the WECC System

  • Author

    Hou, Guanji ; Vittal, Vijay

  • Author_Institution
    Dept. of Electr., Comput., & Energy Eng., Arizona State Univ., Tempe, AZ, USA
  • Volume
    27
  • Issue
    1
  • fYear
    2012
  • Firstpage
    502
  • Lastpage
    509
  • Abstract
    This paper presents an application of the trajectory sensitivity method to a large realistic power system. A cluster computing platform is utilized to solve the trajectory sensitivity equations in parallel when multiple sensitivity element calculations are performed. The results show great efficiency improvement with this platform. Another important issue addressed is the error associated with the perturbation size for linear trajectory approximations. When the perturbation size varies, it is critical to ascertain the accuracy of the trajectory approximation. A technique to characterize the error and quantify it is developed. A transient stability constrained preventive control application of generation rescheduling involving trajectory sensitivity analysis, parallel computing, and accuracy evaluation is presented for a large WECC test system. This demonstration highlights the efficacy of the parallel computing capability and accuracy of the calculated preventive control.
  • Keywords
    approximation theory; control engineering computing; parallel processing; power engineering computing; power system transient stability; WECC test system; cluster computing-based trajectory sensitivity analysis; generation rescheduling; linear trajectory approximations; multiple sensitivity element calculations; parallel computing capability; realistic power system; transient stability constrained preventive control application; Accuracy; Equations; Linear approximation; Parallel processing; Sensitivity; Trajectory; Generation rescheduling; parallel computing; preventive control; trajectory sensitivity;
  • fLanguage
    English
  • Journal_Title
    Power Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8950
  • Type

    jour

  • DOI
    10.1109/TPWRS.2011.2160373
  • Filename
    5960007