• DocumentCode
    2021192
  • Title

    An intelligent load shedding mechanism for maintaining frequency stability

  • Author

    Tofis, Yiannis ; Hadjidemetriou, Lenos ; Kyriakides, Elias

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Cyprus, Nicosia, Cyprus
  • fYear
    2013
  • fDate
    16-20 June 2013
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    This paper describes an intelligent Load Shedding (LS) mechanism that aspires to maintain the power system frequency within the regulated limits. First, the system´s parameters and time constants are identified through an online learning scheme using the actual measurement of the frequency. Then, the system is adaptively controlled based on these identified parameters, providing the amount of load that should be shed in a distributed and selective manner, in order to maintain the frequency stability of the system.
  • Keywords
    frequency stability; learning (artificial intelligence); load shedding; power system stability; LS mechanism; adaptive control; frequency measurement; intelligent load shedding mechanism; online learning scheme; power system frequency stability; Equations; Estimation error; Frequency control; Load modeling; Observers; Power system stability; Time-frequency analysis; Frequency rate of change; frequency response; load-frequency behavior; online identification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    PowerTech (POWERTECH), 2013 IEEE Grenoble
  • Conference_Location
    Grenoble
  • Type

    conf

  • DOI
    10.1109/PTC.2013.6652296
  • Filename
    6652296