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Cuckoo Search as a Tool for Optimal Design of PM Brushless DC Motor

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journal contribution
posted on 2018-07-23, 14:05 authored by Goga Cvetkovski, Lidija Petkovska, Paul Lefley
Purpose – The purpose of this paper is to provide an optimal design of a single-phase permanent magnet brushless DC motor (SPBLDCM) using the efficiency of the motor as an objective function. In the design procedure of the motor, a Cuckoo Search (CS) algorithm as an optimization tool was used. Design/methodology/approach – For the purpose of this research work a computer program for the optimal design of electrical machines based on the Cuckoo Search optimization has been developed. Based on the design characteristics of SPBLDCM, some of the motor parameters are chosen to be constant and others variable. A comparative analysis of the initial motor model and the CS model based on the value of the objective function, as well as the values of the optimization parameters, was performed and is presented. Findings – Based on the comparative data analysis of both motor models, it can be concluded that the main objective of the optimization is realized, and it is achieved by an improvement in the efficiency of the motor. Practical implications – The optimal design approach realized on SPBLDCM and presented in this research work can be also implemented on other electrical machines and devices using the same or even other objective functions. Originality/value – An optimization technique using CS as an optimization tool has been developed and applied in the design procedure of SPBLDCM. According to the results it can be concluded that the CS algorithm is a very suitable tool for design optimization of SPBLDCM and electromagnetic devices in general. The quality of the CS model has been proved through the data analysis of the initial and optimized solution. The quality of the CS solution has been proved by comparative analysis of the two motor models using FEM as a performance analysis tool.

History

Citation

COMPEL: The International Journal for Computation and Mathematics in Electrical and Electronic Engineering, 2018

Author affiliation

/Organisation/COLLEGE OF SCIENCE AND ENGINEERING/Department of Engineering

Version

  • AM (Accepted Manuscript)

Published in

COMPEL: The International Journal for Computation and Mathematics in Electrical and Electronic Engineering

Publisher

Emerald

issn

0332-1649

Acceptance date

2018-04-04

Copyright date

2018

Available date

2018-08-24

Publisher version

https://www.emeraldinsight.com/doi/abs/10.1108/COMPEL-01-2018-0025

Language

en

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