• DocumentCode
    866149
  • Title

    Robust tuning of power system stabilisers using a Lyapunov method based genetic algorithm

  • Author

    Andreoiu, A. ; Bhattacharya, Kankar

  • Author_Institution
    Dept. of Electr. Power Eng., Chalmers Univ. of Technol., Gothenburg, Sweden
  • Volume
    149
  • Issue
    5
  • fYear
    2002
  • fDate
    9/1/2002 12:00:00 AM
  • Firstpage
    585
  • Lastpage
    592
  • Abstract
    A genetic algorithm based method is proposed to tune the parameters of a power system stabiliser (PSS). This method integrates the classical parameter optimisation approach, involving the solution of a Lyapunov equation, within a genetic search process. It also ensures that for any operating condition within a pre-defined domain, the system remains stable when subjected to small perturbations. The optimisation criterion employs a quadratic performance index that measures the quality of system dynamic response within the tuning process. The solution thus obtained is globally optimal and robust. The proposed method has been tested on two different PSS structures: the lead-lag PSS and the derivative PSS. System dynamic performances with PSS tuned using the proposed technique are highly satisfactory for different load conditions and system configurations.
  • Keywords
    Lyapunov methods; control system analysis; control system synthesis; dynamic response; genetic algorithms; optimal control; performance index; power system control; power system stability; robust control; Lyapunov method; PSS parameter tuning; control design; control simulation; dynamic response; genetic algorithm; genetic search process; load conditions; optimisation criterion; power system configurations; power system stabilisers; quadratic performance index; robust tuning; tuning process;
  • fLanguage
    English
  • Journal_Title
    Generation, Transmission and Distribution, IEE Proceedings-
  • Publisher
    iet
  • ISSN
    1350-2360
  • Type

    jour

  • DOI
    10.1049/ip-gtd:20020600
  • Filename
    1047630