• DocumentCode
    1222703
  • Title

    Combining a stability and a performance-oriented control in power systems

  • Author

    Glavic, Mevludin ; Ernst, Damien ; Wehenkel, Louis

  • Author_Institution
    Electr. Eng. & Comput. Sci. Dept., Univ. of Liege, Belgium
  • Volume
    20
  • Issue
    1
  • fYear
    2005
  • Firstpage
    525
  • Lastpage
    526
  • Abstract
    This work suggests that the appropriate combination of a stability-oriented and a performance-oriented control technique is a promising way to implement advanced control schemes in power systems. The particular approach considered combines control Lyapunov functions (CLF) and reinforcement learning. The capabilities of the resulting controller are illustrated on a control problem involving a thyristor-controlled series capacitor (TCSC) device for damping oscillations in a four-machine power system.
  • Keywords
    Lyapunov methods; learning (artificial intelligence); power system control; power system stability; thyristor applications; control Lyapunov functions; four machine power system; power system performance-oriented control; reinforcement learning; stability oriented control technique; thyristor-controlled series capacitor; Control systems; Feedback control; Learning; Lyapunov method; Optimal control; Power capacitors; Power system control; Power system stability; Power systems; Thyristors;
  • fLanguage
    English
  • Journal_Title
    Power Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8950
  • Type

    jour

  • DOI
    10.1109/TPWRS.2004.841146
  • Filename
    1388557