Genetic algorithm for design optimization of 3-phase semi-conductor rectifier power transformers
This paper presents the optimal design of a 3-phase rectifier power transformer supplying a dc load by Genetic Algorithm (GA). A closed form expression for actual phase current waveform of the transformer is derived and a comparison is made with the approximate waveform normally considered for fixin...
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my.utp.eprints.4762017-01-19T08:27:04Z Genetic algorithm for design optimization of 3-phase semi-conductor rectifier power transformers K.S.R, Rao TK Electrical engineering. Electronics Nuclear engineering This paper presents the optimal design of a 3-phase rectifier power transformer supplying a dc load by Genetic Algorithm (GA). A closed form expression for actual phase current waveform of the transformer is derived and a comparison is made with the approximate waveform normally considered for fixing the transformer rating. Powell's direct search method as optimization technique is applied for the estimation of transformer design parameters and compared with the results obtained using GA. The optimal results demonstrated by an example show the potential for implementation of GA as an efficient search technique for design optimization of transformers. A discussion on the limitations and variation of GA parameters while minimizing the single and multi-objective functions satisfying the performance constraints on the proposed optimal design concludes the paper. 2007 Conference or Workshop Item NonPeerReviewed application/pdf http://eprints.utp.edu.my/476/1/paper.pdf http://www.scopus.com/inward/record.url?eid=2-s2.0-54949138841&partnerID=40&md5=1975f710c977e581d4cdd78891956115 K.S.R, Rao (2007) Genetic algorithm for design optimization of 3-phase semi-conductor rectifier power transformers. In: 3rd IASTED Asian Conference on Power and Energy Systems, AsiaPES 2007, 2 April 2007 through 4 April 2007, Phuket. http://eprints.utp.edu.my/476/ |
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TK Electrical engineering. Electronics Nuclear engineering K.S.R, Rao Genetic algorithm for design optimization of 3-phase semi-conductor rectifier power transformers |
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This paper presents the optimal design of a 3-phase rectifier power transformer supplying a dc load by Genetic Algorithm (GA). A closed form expression for actual phase current waveform of the transformer is derived and a comparison is made with the approximate waveform normally considered for fixing the transformer rating. Powell's direct search method as optimization technique is applied for the estimation of transformer design parameters and compared with the results obtained using GA. The optimal results demonstrated by an example show the potential for implementation of GA as an efficient search technique for design optimization of transformers. A discussion on the limitations and variation of GA parameters while minimizing the single and multi-objective functions satisfying the performance constraints on the proposed optimal design concludes the paper.
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Conference or Workshop Item |
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K.S.R, Rao |
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K.S.R, Rao |
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K.S.R, Rao |
title |
Genetic algorithm for design optimization of 3-phase semi-conductor rectifier power transformers
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title_short |
Genetic algorithm for design optimization of 3-phase semi-conductor rectifier power transformers
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title_full |
Genetic algorithm for design optimization of 3-phase semi-conductor rectifier power transformers
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title_fullStr |
Genetic algorithm for design optimization of 3-phase semi-conductor rectifier power transformers
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title_full_unstemmed |
Genetic algorithm for design optimization of 3-phase semi-conductor rectifier power transformers
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title_sort |
genetic algorithm for design optimization of 3-phase semi-conductor rectifier power transformers |
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2007 |
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http://eprints.utp.edu.my/476/1/paper.pdf http://www.scopus.com/inward/record.url?eid=2-s2.0-54949138841&partnerID=40&md5=1975f710c977e581d4cdd78891956115 http://eprints.utp.edu.my/476/ |
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