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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IIUM Press, International Islamic University Malaysia
2012-04-01
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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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