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
Link To Document :
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