• DocumentCode
    1718917
  • Title

    Optimal PMU placement for voltage security assessment using decision tree

  • Author

    Mahmoodianfard, F. ; Mohammadi, M. ; Gharehpetian, G.B. ; Abyaneh, H. Askarian

  • Author_Institution
    Amirkabir Univ. of Technol., Tehran, Iran
  • fYear
    2009
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    In this paper a decision tree method has been proposed for optimal PMU placement for voltage security assessment. In the proposed method the voltage security index for every operating point is calculated off-line. As a result, the system security status is determined for every operating point. Then the decision tree is trained using the database obtained from the previous stage. Simulation results show the efficiency of the proposed method comparing to other available methods such as artificial neural networks.
  • Keywords
    decision trees; phase measurement; power engineering computing; power system measurement; power system security; decision tree method; optimal PMU placement; phase measurement unit; voltage security index assessment; Classification tree analysis; Content addressable storage; Data security; Decision trees; Monitoring; Phasor measurement units; Power system dynamics; Power system security; Regression tree analysis; Voltage; Decision Tree; Machine Learning; Phase Measurement Unit; Security Assessment; Voltage Security;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    PowerTech, 2009 IEEE Bucharest
  • Conference_Location
    Bucharest
  • Print_ISBN
    978-1-4244-2234-0
  • Electronic_ISBN
    978-1-4244-2235-7
  • Type

    conf

  • DOI
    10.1109/PTC.2009.5281960
  • Filename
    5281960