Optimal Parameters of Rectifier Power Transformer by Intelligent Techniques

Abstract-Two stochastic methods for locating global minimum and optimal design parameters of a rectifier power transformer, by Genetic Algorithm (GA) and Simulated Annealing (SA) are presented. A closed form expression for actual phase current waveform of the rectifier transformer is derived and a c...

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Main Authors: Kondapalli, K. S. Rama Rao, K., K. N. Md Hasan, M, M. N. Karsiti
Format: Citation Index Journal
Language:English
Published: International Foundation for Modern Education and Scientific Research 2009
Subjects:
Online Access:http://scholars.utp.edu.my/id/eprint/511/
http://scholars.utp.edu.my/id/eprint/511/1/RT_-_OJEE_-_W09-0004_-2009.pdf
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author Kondapalli, K. S. Rama Rao
K., K. N. Md Hasan
M, M. N. Karsiti
author_facet Kondapalli, K. S. Rama Rao
K., K. N. Md Hasan
M, M. N. Karsiti
author_sort Kondapalli, K. S. Rama Rao
building UTP Institutional Repository
collection Online Access
description Abstract-Two stochastic methods for locating global minimum and optimal design parameters of a rectifier power transformer, by Genetic Algorithm (GA) and Simulated Annealing (SA) are presented. A closed form expression for actual phase current waveform of the rectifier transformer is derived and a comparison is made with the approximate waveform normally considered for fixing the transformer rating. The design parameters of the transformer obtained by Powell’s direct search method are compared with those from GA and SA. The optimal results demonstrated by an example show the potential for implementation of GA as an efficient search technique for design optimization of rectifier power 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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spelling oai:scholars.utp.edu.my:5112017-01-19T08:25:19Z http://scholars.utp.edu.my/id/eprint/511/ Optimal Parameters of Rectifier Power Transformer by Intelligent Techniques Kondapalli, K. S. Rama Rao K., K. N. Md Hasan M, M. N. Karsiti TK Electrical engineering. Electronics Nuclear engineering Abstract-Two stochastic methods for locating global minimum and optimal design parameters of a rectifier power transformer, by Genetic Algorithm (GA) and Simulated Annealing (SA) are presented. A closed form expression for actual phase current waveform of the rectifier transformer is derived and a comparison is made with the approximate waveform normally considered for fixing the transformer rating. The design parameters of the transformer obtained by Powell’s direct search method are compared with those from GA and SA. The optimal results demonstrated by an example show the potential for implementation of GA as an efficient search technique for design optimization of rectifier power 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. International Foundation for Modern Education and Scientific Research 2009-07 Citation Index Journal PeerReviewed application/pdf en http://scholars.utp.edu.my/id/eprint/511/1/RT_-_OJEE_-_W09-0004_-2009.pdf Kondapalli, K. S. Rama Rao and K., K. N. Md Hasan and M, M. N. Karsiti (2009) Optimal Parameters of Rectifier Power Transformer by Intelligent Techniques. [Citation Index Journal]
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Kondapalli, K. S. Rama Rao
K., K. N. Md Hasan
M, M. N. Karsiti
Optimal Parameters of Rectifier Power Transformer by Intelligent Techniques
title Optimal Parameters of Rectifier Power Transformer by Intelligent Techniques
title_full Optimal Parameters of Rectifier Power Transformer by Intelligent Techniques
title_fullStr Optimal Parameters of Rectifier Power Transformer by Intelligent Techniques
title_full_unstemmed Optimal Parameters of Rectifier Power Transformer by Intelligent Techniques
title_short Optimal Parameters of Rectifier Power Transformer by Intelligent Techniques
title_sort optimal parameters of rectifier power transformer by intelligent techniques
topic TK Electrical engineering. Electronics Nuclear engineering
url http://scholars.utp.edu.my/id/eprint/511/
http://scholars.utp.edu.my/id/eprint/511/1/RT_-_OJEE_-_W09-0004_-2009.pdf