• DocumentCode
    2587110
  • Title

    A fuzzy logic based adaptive power system stabilizer

  • Author

    Lu, Jie ; Nehrir, M. Hashem ; Pierre, Donald A.

  • Author_Institution
    Electr. & Comput. Eng. Dept., Montana State Univ., Bozeman, MT, USA
  • Volume
    1
  • fYear
    1999
  • fDate
    31 Jan-4 Feb 1999
  • Firstpage
    92
  • Abstract
    This paper presents an approach for designing fuzzy logic based adaptive power system stabilizers. In the initial design step, Prony analysis is used to identify linear models of a synchronous generator at a large number of operating points, consisting of various power outputs and machine terminal voltages. Next, optimal parameter settings for a conventional power system stabilizer (PSS) are generated using the linearized models. From the operating point settings, a selection of fuzzy rules are derived to tune the stabilizer online according to real-time measurements. Simulation studies of this fuzzy adaptive PSS show that it performs well over a wide range of operating conditions and provides better dynamic performance than a fixed parameter conventional PSS
  • Keywords
    adaptive control; control system analysis; control system synthesis; fuzzy control; machine theory; power system control; power system stability; synchronous generators; PSS; Prony analysis; control design; control simulation; dynamic performance; fuzzy logic-based adaptive control scheme; fuzzy rules; initial design step; linear models identification; operating points; optimal parameter settings; power system stabilizer; synchronous generator; Adaptive systems; Fuzzy logic; Power generation; Power system analysis computing; Power system measurements; Power system modeling; Power system simulation; Power systems; Synchronous generators; Voltage;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power Engineering Society 1999 Winter Meeting, IEEE
  • Conference_Location
    New York, NY
  • Print_ISBN
    0-7803-4893-1
  • Type

    conf

  • DOI
    10.1109/PESW.1999.747431
  • Filename
    747431