ACCURATE IDENTIFICATION OF PARAMETERS, IN WINDING FUNCTION MODEL OF INDUCTION MOTOR, USING GENETIC ALGORITHM

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RASHTCHI V.; RAEI A.A.GH.

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Journal: AMIRKABIR Year:2002 | Volume:13 | Issue:52 Page(s): 537-546

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Information Journal Paper

Title

ACCURATE IDENTIFICATION OF PARAMETERS, IN WINDING FUNCTION MODEL OF INDUCTION MOTOR, USING GENETIC ALGORITHM

Author(s)

RASHTCHI V. | RAEI A.A.GH. | Issue Writer Certificate

Keywords

INDUCTION MOTORQ4

GENETIC ALGORITHMQ4

WINDING FUNCTIONQ2

PARAMETER IDENTIFICATIONQ2

Abstract

Winding function model is widely used for analyzing the behaviour of INDUCTION MOTOR, but there is no systematic method for accurate determination of its parameters. To compute, rotor bar leakage inductance, stator leakage inductance, average air gap and rotor bar resistance, approximate formulas are used. In this paper for the first time a systematic method for accurate PARAMETER IDENTIFICATION of WINDING FUNCTION model is presented. The proposed scheme uses a GENETIC ALGORITHM with data collected from a simple experiment on the selected motor. The GENETIC ALGORITHM is real coded, and in order to be able to use it, the model should be modified to take into account the actual winding distribution in a slot. The validity of the scheme, correctness and accuracy of the parameters obtained are shown by comparing and finding the matching of experimental and simulation results, for a machine under different operating point conditions, including stator turn faults.

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APA: Copy

RASHTCHI, V., & RAEI, A.A.GH.. (2002). ACCURATE IDENTIFICATION OF PARAMETERS, IN WINDING FUNCTION MODEL OF INDUCTION MOTOR, USING GENETIC ALGORITHM. AMIRKABIR, 13(52), 537-546. SID. https://sid.ir/paper/1039/en

Vancouver: Copy

RASHTCHI V., RAEI A.A.GH.. ACCURATE IDENTIFICATION OF PARAMETERS, IN WINDING FUNCTION MODEL OF INDUCTION MOTOR, USING GENETIC ALGORITHM. AMIRKABIR[Internet]. 2002;13(52):537-546. Available from: https://sid.ir/paper/1039/en

IEEE: Copy

V. RASHTCHI, and A.A.GH. RAEI, “ACCURATE IDENTIFICATION OF PARAMETERS, IN WINDING FUNCTION MODEL OF INDUCTION MOTOR, USING GENETIC ALGORITHM,” AMIRKABIR, vol. 13, no. 52, pp. 537–546, 2002, [Online]. Available: https://sid.ir/paper/1039/en

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