Autors: Stoykova, S. G., Spasov, V. K.
Title: DETERMINING THE PARAMETERS OF INDUCTION MOTORS BY GENETIC ALGORITHMS
Keywords: Genetic Algorithms; induction motors; T-shaped equivalent circuit parameters.

Abstract: The paper presents an approach for determining the equivalent circuit parameters of two widely used induction motors types by Genetic Algorithms. The T-shaped equivalent circuit without considering the steel losses is utilized. Genetic Algorithms are applied and the results are compared by using one, two and three data sets. The accuracy of the proposed approach is analyzed by determining the relative error in the parameters, obtained by Genetic Algorithms, with regard to analytical values. The different computation times for one, two and three data sets are discussed. The results indicate that to obtain low relative error, the proposed approach using the conventional parameters settings and fitness function needs three points from the motors load curves.

References

    Issue

    IOP: Materials Science and Engineering, vol. 618, pp. 1-8, 2019, Bulgaria, ISSN: 17578981; doi:10.1088/1757-899X/618/1/012023

    Вид: публикация в национален форум с межд. уч., публикация в издание с импакт фактор, публикация в реферирано издание