• DocumentCode
    1636297
  • Title

    A modified stepwise linear regression method for estimating modal sensitivity

  • Author

    Zhou, Ning ; Huang, Zhenyu ; Tuffner, Francis ; Trudnowski, Daniel ; Mittelstadt, William

  • Author_Institution
    Pacific Northwest Nat. Lab., Richland, WA, USA
  • fYear
    2011
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    Small signal stability problems are one of the major threats to grid stability and reliability. Low damping of inter area modes is usually considered to be a result of heavy power transfer over long distances. This paper proposes a modified stepwise regression method to estimate the modal sensitivity with respect to power flow on the transmission lines based on measurement. This sensitivity is used to identify dominant transmission lines, whose power flow has significant influence on the inter-area modal damping. It is shown through simulation study that the proposed method can effectively estimate the modal sensitivity with respect to line power flow. This, in turn, provides insight on how to improve damping through adjusting tie line flow.
  • Keywords
    damping; load flow; modal analysis; power system reliability; power system stability; power transmission lines; regression analysis; sensitivity analysis; grid reliability; grid stability; interarea modal damping; modal sensitivity estimation; modified stepwise linear regression method; power flow; small-signal stability problems; transmission lines; Damping; Generators; Load flow; Oscillators; Power transmission lines; Sensitivity; Transmission line matrix methods; Low frequency oscillation; modal sensitivity study; phasor measurement; power system operation; power system parameter estimation; small signal stability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power and Energy Society General Meeting, 2011 IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1944-9925
  • Print_ISBN
    978-1-4577-1000-1
  • Electronic_ISBN
    1944-9925
  • Type

    conf

  • DOI
    10.1109/PES.2011.6039795
  • Filename
    6039795