Induction motor parameter estimation from manufacturer data using genetic algorithms and heuristic relationships

Lima, Sandro C.; Wengerkievicz, Carlos A. C.; Batistela, Nelson Jhoe; Sadowski, N.; Silva, Pedro A. da; Beltrame, Anderson Y.

doi:10.1109/cobep.2017.8257400

Cited by 9 publications

(2 citation statements)

References 14 publications

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“…Based on the full-load data available on motor name-plate, a set of equations are derived by trial and error, on which, the six parameters of SQIM equivalent circuit are calculated, assisted by papers [10][11][12][13]. The details of computation process are presented as following:…”

Section: Mathematical Calculationsmentioning

confidence: 99%

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Parameters Identification for Three Groups of Squirrel Induction Motor

Shanab

2021

Int. Res. J. multidiscip. Technovation

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This paper presents a developed method to calculate the parameters for thirty-three squirrel cage induction motors operating at three-phase ac voltage of 380 volts. These motors are the total product of an Egyptian factory holding a license from SIEMENS international company to fabricate all parts of these motors. The parameters of all mentioned motors are computed based on the proposed method. Then, the performance characteristics of these motors are investigated at full-load using the conventional equivalent circuit in order to validate the proposed method. The obtained curves achieve significant convergence with the full-load values provided by the data sheets of investigated motors. This confirms the validity of the proposed method.

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Section: Mathematical Calculationsmentioning

confidence: 99%

“…Genetic algorithm has been adopted to obtain the IM parameters from manufacture data as in [11]. The authors depended on the equations of power flow in IM to derive the parameters.…”

Section: Introductionmentioning

confidence: 99%