• DocumentCode
    435281
  • Title

    Parameter estimation of a squirrel-double cage induction motor using clonal selection of immune algorithm

  • Author

    Kim, Dong Hwa ; Cho, Jae Hoon

  • Author_Institution
    Dept. Instrum. & Control Eng., Hanbat Nat. Univ., Daejon, South Korea
  • Volume
    2
  • fYear
    2004
  • fDate
    2-6 Nov. 2004
  • Firstpage
    1190
  • Abstract
    This paper suggests the techniques in determining the values of the steady-state equivalent circuit parameters of a three-phase squirrel-cage induction machine using immune algorithm. The parameter estimation procedure is based on the steady state phase current versus slip and input power versus slip characteristics. The proposed estimation algorithm is of a nonlinear kind based on clonal selection in immune algorithm. The machine parameters are obtained as the solution of a minimization of least-squares cost function by immune algorithm. Simulation shows better results than the conventional approaches.
  • Keywords
    equivalent circuits; least squares approximations; minimisation; parameter estimation; squirrel cage motors; clonal selection; immune algorithm; least-squares cost function minimization; parameter estimation; squirrel-double cage induction motor; steady-state equivalent circuit parameter; Cost function; Equivalent circuits; Induction machines; Induction motors; Minimization; Nonlinear equations; Parameter estimation; Performance analysis; Stators; Steady-state;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics Society, 2004. IECON 2004. 30th Annual Conference of IEEE
  • Print_ISBN
    0-7803-8730-9
  • Type

    conf

  • DOI
    10.1109/IECON.2004.1431744
  • Filename
    1431744