Application of Artificial Bee Colony Algorithm and Finite Element Analysis for Optimum Design of Brushless Permanent Magnet Motor

ABSTRACT: This paper develops a mathematical relationship for the purpose of designing and selecting the optimum dimensions of a brushless permanent magnet motor. The design is optimised by the use of artificial bee colony algorithm with the goal of maximizing the power density and efficiency of the...

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Main Authors: Reza Ilka, Seyyed Asghar Gholamian
Format: Article
Language:English
Published: IIUM Press, International Islamic University Malaysia 2012-04-01
Series:International Islamic University Malaysia Engineering Journal
Online Access:http://journals.iium.edu.my/ejournal/index.php/iiumej/article/view/278
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spelling doaj-a3a22b1016954756a7c7b0944a03fac42020-11-25T03:26:09ZengIIUM Press, International Islamic University MalaysiaInternational Islamic University Malaysia Engineering Journal1511-788X2289-78602012-04-0113110.31436/iiumej.v13i1.278Application of Artificial Bee Colony Algorithm and Finite Element Analysis for Optimum Design of Brushless Permanent Magnet MotorReza Ilka0Seyyed Asghar Gholamian1Babol institute of technologyBabol institute of technologyABSTRACT: This paper develops a mathematical relationship for the purpose of designing and selecting the optimum dimensions of a brushless permanent magnet motor. The design is optimised by the use of artificial bee colony algorithm with the goal of maximizing the power density and efficiency of the motor. The required dimensions of the brushless motor are calculated based on the optimum power density and efficiency requirements. Finally, the predicted results of the optimisation are validated using a 2-D numerical program based on finite element analysis. ABSTRAK: Kajian ini mencadangkan persamaan yang menghubungkan rekabentuk dan dimensi magnet motor kekal tanpa berus. Rekabentuk optima berdasarkan algorisma koloni lebah tiruan dengan tujuan meningkatkan ketumpatan kuasa dan keberkesanan dibentangkan dalam kajian ini. Dimensi magnet motor kekal tanpa berus dihitung dengan ketumpatan kuasa optima dan keberkesanan. Akhirnya, keputusan telah disahkan dengan menggunakan program berangka 2-D berdasarkan analisis elemen finit. KEYWORDS: brushless; permanent magnet motor; power density; artificial bee colony; algorithm; finite element analysishttp://journals.iium.edu.my/ejournal/index.php/iiumej/article/view/278
collection DOAJ
language English
format Article
sources DOAJ
author Reza Ilka
Seyyed Asghar Gholamian
spellingShingle Reza Ilka
Seyyed Asghar Gholamian
Application of Artificial Bee Colony Algorithm and Finite Element Analysis for Optimum Design of Brushless Permanent Magnet Motor
International Islamic University Malaysia Engineering Journal
author_facet Reza Ilka
Seyyed Asghar Gholamian
author_sort Reza Ilka
title Application of Artificial Bee Colony Algorithm and Finite Element Analysis for Optimum Design of Brushless Permanent Magnet Motor
title_short Application of Artificial Bee Colony Algorithm and Finite Element Analysis for Optimum Design of Brushless Permanent Magnet Motor
title_full Application of Artificial Bee Colony Algorithm and Finite Element Analysis for Optimum Design of Brushless Permanent Magnet Motor
title_fullStr Application of Artificial Bee Colony Algorithm and Finite Element Analysis for Optimum Design of Brushless Permanent Magnet Motor
title_full_unstemmed Application of Artificial Bee Colony Algorithm and Finite Element Analysis for Optimum Design of Brushless Permanent Magnet Motor
title_sort application of artificial bee colony algorithm and finite element analysis for optimum design of brushless permanent magnet motor
publisher IIUM Press, International Islamic University Malaysia
series International Islamic University Malaysia Engineering Journal
issn 1511-788X
2289-7860
publishDate 2012-04-01
description ABSTRACT: This paper develops a mathematical relationship for the purpose of designing and selecting the optimum dimensions of a brushless permanent magnet motor. The design is optimised by the use of artificial bee colony algorithm with the goal of maximizing the power density and efficiency of the motor. The required dimensions of the brushless motor are calculated based on the optimum power density and efficiency requirements. Finally, the predicted results of the optimisation are validated using a 2-D numerical program based on finite element analysis. ABSTRAK: Kajian ini mencadangkan persamaan yang menghubungkan rekabentuk dan dimensi magnet motor kekal tanpa berus. Rekabentuk optima berdasarkan algorisma koloni lebah tiruan dengan tujuan meningkatkan ketumpatan kuasa dan keberkesanan dibentangkan dalam kajian ini. Dimensi magnet motor kekal tanpa berus dihitung dengan ketumpatan kuasa optima dan keberkesanan. Akhirnya, keputusan telah disahkan dengan menggunakan program berangka 2-D berdasarkan analisis elemen finit. KEYWORDS: brushless; permanent magnet motor; power density; artificial bee colony; algorithm; finite element analysis
url http://journals.iium.edu.my/ejournal/index.php/iiumej/article/view/278
work_keys_str_mv AT rezailka applicationofartificialbeecolonyalgorithmandfiniteelementanalysisforoptimumdesignofbrushlesspermanentmagnetmotor
AT seyyedasghargholamian applicationofartificialbeecolonyalgorithmandfiniteelementanalysisforoptimumdesignofbrushlesspermanentmagnetmotor
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