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
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