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Design Optimization of 3-phase rectifier power transformers by Genetic Algorithm and Simulated Annealing

This paper presents the design optimization, by Genetic Algorithm (GA) and Simulated Annealing (SA), of a 3-phase rectifier power transformer supplying a dc load. A closed form expression for actual phase current waveform of the rectifier transformer is used and a comparison is made with the approxi...

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Main Authors: K.S., Rama Rao, K.N., Mohd Hassan
Format: Conference or Workshop Item
Published: 2008
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://eprints.utp.edu.my/2647/1/PEOCO2008_-_SRT-GA-SA_-_Jun_2008.pdf
http://eprints.utp.edu.my/2647/
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spelling my.utp.eprints.26472017-01-19T08:26:14Z Design Optimization of 3-phase rectifier power transformers by Genetic Algorithm and Simulated Annealing K.S., Rama Rao K.N., Mohd Hassan TK Electrical engineering. Electronics Nuclear engineering This paper presents the design optimization, by Genetic Algorithm (GA) and Simulated Annealing (SA), of a 3-phase rectifier power transformer supplying a dc load. A closed form expression for actual phase current waveform of the rectifier transformer is used and a comparison is made with the approximate waveform normally considered for fixing the transformer rating. Two non-linear programming techniques, GA and SA are applied for the estimation of transformer design parameters and the results are compared. 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. 2008-06 Conference or Workshop Item PeerReviewed application/pdf http://eprints.utp.edu.my/2647/1/PEOCO2008_-_SRT-GA-SA_-_Jun_2008.pdf K.S., Rama Rao and K.N., Mohd Hassan (2008) Design Optimization of 3-phase rectifier power transformers by Genetic Algorithm and Simulated Annealing. In: WSEAS, PEOCO 2008, The 2nd International Power Engineering and Optimization Conference, Shah Alam, Malaysia, 4-5 June 2008, Shah Alam, Malaysia. http://eprints.utp.edu.my/2647/
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
K.S., Rama Rao
K.N., Mohd Hassan
Design Optimization of 3-phase rectifier power transformers by Genetic Algorithm and Simulated Annealing
description This paper presents the design optimization, by Genetic Algorithm (GA) and Simulated Annealing (SA), of a 3-phase rectifier power transformer supplying a dc load. A closed form expression for actual phase current waveform of the rectifier transformer is used and a comparison is made with the approximate waveform normally considered for fixing the transformer rating. Two non-linear programming techniques, GA and SA are applied for the estimation of transformer design parameters and the results are compared. 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.
format Conference or Workshop Item
author K.S., Rama Rao
K.N., Mohd Hassan
author_facet K.S., Rama Rao
K.N., Mohd Hassan
author_sort K.S., Rama Rao
title Design Optimization of 3-phase rectifier power transformers by Genetic Algorithm and Simulated Annealing
title_short Design Optimization of 3-phase rectifier power transformers by Genetic Algorithm and Simulated Annealing
title_full Design Optimization of 3-phase rectifier power transformers by Genetic Algorithm and Simulated Annealing
title_fullStr Design Optimization of 3-phase rectifier power transformers by Genetic Algorithm and Simulated Annealing
title_full_unstemmed Design Optimization of 3-phase rectifier power transformers by Genetic Algorithm and Simulated Annealing
title_sort design optimization of 3-phase rectifier power transformers by genetic algorithm and simulated annealing
publishDate 2008
url http://eprints.utp.edu.my/2647/1/PEOCO2008_-_SRT-GA-SA_-_Jun_2008.pdf
http://eprints.utp.edu.my/2647/
_version_ 1738655208769060864
score 13.211869

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