• DocumentCode
    1137033
  • Title

    A Computational Approach to Optimal Damping Controller Design for a GCSC

  • Author

    Ray, Swakshar ; Venayagamoorthy, Ganesh Kumar ; Watanabe, Edson H.

  • Author_Institution
    Real-Time Power & Intell. Syst. Lab., Univ. of Missouri-Rolla, Rolla, MO
  • Volume
    23
  • Issue
    3
  • fYear
    2008
  • fDate
    7/1/2008 12:00:00 AM
  • Firstpage
    1673
  • Lastpage
    1681
  • Abstract
    This paper presents a computational approach for an offline measurement-based design of an optimal damping controller using adaptive critics for a new type of flexible ac transmission system device-the gate-controlled series capacitor (GCSC). Remote measurements are provided to the controller to damp out system modes. The optimal controller is developed based on the heuristic dynamic programming (HDP) approach. Three multilayer-perceptron neural networks are used in the design-the identifier/model network to identify the dynamics of the power system, the critic network to evaluate the performance of the damping controller, and the controller network to provide optimal damping. This measurement-based technique provides an alternative to the classical linear model-based optimal control design. The eigenvalue analysis of the closed-loop system is performed with time-domain responses using the Prony method. An analysis of the simulation results shows potential of the HDP-based optimal damping controller on a GCSC for enhancing the stability of the power system.
  • Keywords
    closed loop systems; control system synthesis; dynamic programming; eigenvalues and eigenfunctions; flexible AC transmission systems; multilayer perceptrons; neurocontrollers; optimal control; power capacitors; time-domain analysis; Prony method; computational approach; flexible ac transmission system device; gate-controlled series capacitor; heuristic dynamic programming; identifier-model network; linear model-based optimal control design; multilayer-perceptron neural networks; offline measurement-based design; optimal damping controller design; power system stability; remote measurements; time-domain responses; Flexible ac transmission systems (FACTS); Prony method; gate-controlled series capacitor (GCSC); heuristic dynamic programming; neurocontroller; remote measurement; wide-area control;
  • fLanguage
    English
  • Journal_Title
    Power Delivery, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8977
  • Type

    jour

  • DOI
    10.1109/TPWRD.2007.908761
  • Filename
    4493402