OPTIMAL DESIGN AND ANALYSIS OF A DC–DC SYNCHRONOUS CONVERTER USING GENETIC ALGORITHM AND SIMULATED ANNEALING
Abstract 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...
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| Format: | Citation Index Journal |
| Language: | English |
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2009
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| Online Access: | http://scholars.utp.edu.my/id/eprint/1851/ http://scholars.utp.edu.my/id/eprint/1851/1/dc-dc_syn_converter_-_IJMS_-_ACTA_-_2009.pdf |
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| author | K., S. Rama Rao. C. , -K, Chew |
| author_facet | K., S. Rama Rao. C. , -K, Chew |
| author_sort | K., S. Rama Rao. |
| building | UTP Institutional Repository |
| collection | Online Access |
| description | Abstract
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. |
| first_indexed | 2025-11-13T07:26:17Z |
| format | Citation Index Journal |
| id | oai:scholars.utp.edu.my:1851 |
| institution | Universiti Teknologi Petronas |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-13T07:26:17Z |
| publishDate | 2009 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:scholars.utp.edu.my:18512017-01-19T08:25:19Z http://scholars.utp.edu.my/id/eprint/1851/ 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 Abstract 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. 2009-07 Citation Index Journal PeerReviewed application/pdf en http://scholars.utp.edu.my/id/eprint/1851/1/dc-dc_syn_converter_-_IJMS_-_ACTA_-_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] |
| 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 |
| title | 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_short | 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 |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://scholars.utp.edu.my/id/eprint/1851/ http://scholars.utp.edu.my/id/eprint/1851/1/dc-dc_syn_converter_-_IJMS_-_ACTA_-_2009.pdf |