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OPTIMAL DESIGN AND ANALYSIS OF A DC–DC SYNCHRONOUS CONVERTER USING GENETIC ALGORITHM AND SIMULATED ANNEALING

This paper presents the application of Genetic Algorithm (GA) and Simulated Annealing (SA) techniques for optimal design and analysis of a DC–DC converter with synchronous rectification normally used in battery charge/discharge circuits in DC uninterruptible power supply systems. Converter models fo...

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Main Authors: K.S., Rama Rao, C. K., Chew
Format: Citation Index Journal
Published: ACTA Press 2009
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://eprints.utp.edu.my/2652/1/dc-dc_syn_converter_-_IJMS_-_2009.pdf
http://eprints.utp.edu.my/2652/
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spelling my.utp.eprints.26522017-01-19T08:25:44Z OPTIMAL DESIGN AND ANALYSIS OF A DC–DC SYNCHRONOUS CONVERTER USING GENETIC ALGORITHM AND SIMULATED ANNEALING K.S., Rama Rao C. K., Chew TK Electrical engineering. Electronics Nuclear engineering This paper presents the application of Genetic Algorithm (GA) and Simulated Annealing (SA) techniques for optimal design and analysis of a DC–DC converter with synchronous rectification normally used in battery charge/discharge circuits in DC uninterruptible power supply systems. Converter models for simulation are designed for the forward and backup modes of operation. The results are analysed and compared to those of the expected ideal operation to confirm the validity of the models. An objective function of the converter efficiency in the forward mode operation is derived based on the steady-state values of simulation model. A constrained optimization on the objective function is performed using GA and SA, and optimal parameters are derived. The design and analysis of the converter are performed using software tools within the MATLAB/SIMULINK environment for GA. The derived optimal parameters of the converter from GA are compared with those obtained with SA technique. ACTA Press 2009 Citation Index Journal PeerReviewed application/pdf http://eprints.utp.edu.my/2652/1/dc-dc_syn_converter_-_IJMS_-_2009.pdf K.S., Rama Rao and C. K., Chew (2009) OPTIMAL DESIGN AND ANALYSIS OF A DC–DC SYNCHRONOUS CONVERTER USING GENETIC ALGORITHM AND SIMULATED ANNEALING. [Citation Index Journal] http://eprints.utp.edu.my/2652/
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
C. K., Chew
OPTIMAL DESIGN AND ANALYSIS OF A DC–DC SYNCHRONOUS CONVERTER USING GENETIC ALGORITHM AND SIMULATED ANNEALING
description This paper presents the application of Genetic Algorithm (GA) and Simulated Annealing (SA) techniques for optimal design and analysis of a DC–DC converter with synchronous rectification normally used in battery charge/discharge circuits in DC uninterruptible power supply systems. Converter models for simulation are designed for the forward and backup modes of operation. The results are analysed and compared to those of the expected ideal operation to confirm the validity of the models. An objective function of the converter efficiency in the forward mode operation is derived based on the steady-state values of simulation model. A constrained optimization on the objective function is performed using GA and SA, and optimal parameters are derived. The design and analysis of the converter are performed using software tools within the MATLAB/SIMULINK environment for GA. The derived optimal parameters of the converter from GA are compared with those obtained with SA technique.
format Citation Index Journal
author K.S., Rama Rao
C. K., Chew
author_facet K.S., Rama Rao
C. K., Chew
author_sort K.S., Rama Rao
title OPTIMAL DESIGN AND ANALYSIS OF A DC–DC SYNCHRONOUS CONVERTER USING GENETIC ALGORITHM AND SIMULATED ANNEALING
title_short OPTIMAL DESIGN AND ANALYSIS OF A DC–DC SYNCHRONOUS CONVERTER USING GENETIC ALGORITHM AND SIMULATED ANNEALING
title_full OPTIMAL DESIGN AND ANALYSIS OF A DC–DC SYNCHRONOUS CONVERTER USING GENETIC ALGORITHM AND SIMULATED ANNEALING
title_fullStr OPTIMAL DESIGN AND ANALYSIS OF A DC–DC SYNCHRONOUS CONVERTER USING GENETIC ALGORITHM AND SIMULATED ANNEALING
title_full_unstemmed OPTIMAL DESIGN AND ANALYSIS OF A DC–DC SYNCHRONOUS CONVERTER USING GENETIC ALGORITHM AND SIMULATED ANNEALING
title_sort optimal design and analysis of a dc–dc synchronous converter using genetic algorithm and simulated annealing
publisher ACTA Press
publishDate 2009
url http://eprints.utp.edu.my/2652/1/dc-dc_syn_converter_-_IJMS_-_2009.pdf
http://eprints.utp.edu.my/2652/
_version_ 1738655209051127808
score 13.15806

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