DocumentCode
2979954
Title
Identification of mathematical model induction motor’s parameters with using evolutionary algorithm and multiple criteria of quality
Author
Wiktor, Dr In Hudy ; Kazimierz, J.
Author_Institution
Inst. of Technol., Pedagogical Univ. of Cracow, Krakow
fYear
2008
fDate
1-3 Sept. 2008
Firstpage
912
Lastpage
915
Abstract
In this paper identificationpsilas method of mathematical model induction motorpsilas parameters was shown. This identification is based on evolutionary algorithm. The criterion, which is the functional of four quality indexes, was applied. This criterion was calculated by finding a common one from four quality indexes, which is the functional of absolute value of four quality indexes product. The identification was calculated by finding the minimum of last functional. Four factors of product were the difference between values of dynamic characteristics and characteristics at present calculated on the basis of individuals. Mathematical model parameters of induction motor were values of individualspsila parameters. On the basis of calculated parameterspsila values characteristics generated were compared with experimental characteristics. The identification was made with using Tamel Sg90L-6 induction motor.
Keywords
evolutionary computation; induction motors; parameter estimation; evolutionary algorithm; induction motors; mathematical model; parameter identification; quality index; Current measurement; Electromagnetic measurements; Evolutionary computation; Genetic mutations; Induction motors; Mathematical model; Phase measurement; Rotation measurement; Time measurement; Velocity measurement; evolutionary algorithm; induction motor;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Electronics and Motion Control Conference, 2008. EPE-PEMC 2008. 13th
Conference_Location
Poznan
Print_ISBN
978-1-4244-1741-4
Electronic_ISBN
978-1-4244-1742-1
Type
conf
DOI
10.1109/EPEPEMC.2008.4635384
Filename
4635384
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