• DocumentCode
    3384649
  • Title

    Event classification and identification based on characteristic ellipsoid of phasor measurement

  • Author

    Jian Ma ; Ruisheng Diao ; Makarov, Yuri V. ; Etingov, Pavel V. ; Dagle, J.E.

  • Author_Institution
    Pacific Northwest Nat. Lab., Richland, WA, USA
  • fYear
    2011
  • fDate
    4-6 Aug. 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this paper, a method to classify and identify power system events based on the characteristic ellipsoid of phasor measurement is presented. The decision tree technique is used to perform the event classification and identification. Event types, event locations and clearance times are identified by decision trees based on the indices of the characteristic ellipsoid. A sufficiently large number of transient events were simulated on the New England 10-machine 39-bus system based on different system configurations. Transient simulations taking into account different event types, clearance times and various locations are conducted to simulate phasor measurement. Bus voltage magnitudes and recorded reactive and active power flows are used to build the characteristic ellipsoid. The volume, eccentricity, center and projection of the longest axis in the parameter space coordinates of the characteristic ellipsoids are used to classify and identify events. Results demonstrate that the characteristic ellipsoid and the decision tree are capable to detect the event type, location, and clearance time with very high accuracy.
  • Keywords
    decision trees; power system measurement; power system parameter estimation; reactive power; New England 10-machine 39-bus system; active power flow; bus voltage magnitudes; decision tree technique; event location; parameter space coordinates; phasor measurement characteristic ellipsoid; power system classification; power system identification; reactive power flow; transient simulation; Accuracy; Decision trees; Fault location; Load modeling; Phasor measurement units; Transmission line measurements;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    North American Power Symposium (NAPS), 2011
  • Conference_Location
    Boston, MA
  • Print_ISBN
    978-1-4577-0417-8
  • Electronic_ISBN
    978-1-4577-0418-5
  • Type

    conf

  • DOI
    10.1109/NAPS.2011.6024872
  • Filename
    6024872