DocumentCode
553262
Title
A surface response methodology approach to study the influence of specifications in the multiobjective optimal design of power converters
Author
Versele, C. ; Deblecker, Olivier ; Lobry, J.
Author_Institution
Electr. Eng. Dept., UMons, Mons, Belgium
fYear
2011
fDate
Aug. 30 2011-Sept. 1 2011
Firstpage
1
Lastpage
10
Abstract
Nowadays, the use of mathematical optimization techniques to design power converters becomes more and more attractive. This paper tries to go a step further in studying the influence of some specifications in the multiobjective optimal design of isolated dc-dc converters. To do so, a response surface methodology (RSM) approach is used in combination with a multiobjective optimal design tool dedicated to such power converters and using genetic algorithms. So, the response surfaces are computed based on optimized power converters. At each time, two factors are studied whereas two response variables are of interest, viz. the power loss and the weight of the converter. The pairs of factors are, as for them, the input voltage and the output power, and, the current and voltage ripples (across the inductor and capacitor of the output filter). Finally, it should be pointed out that the full-bridge topology is considered in this paper but the proposed methodology is easily applicable to other topologies. Moreover, it can also be extended to study other factors and other response variables.
Keywords
DC-DC power convertors; genetic algorithms; response surface methodology; DC-DC power converter; RSM approach; converter weight; current ripple; full-bridge topology; genetic algorithm; mathematical optimization technique; multiobjective optimal design; power loss; surface response methodology approach; voltage ripple; Computational modeling; Genetic algorithms; Least squares approximation; Optimization; Power generation; Response surface methodology; Switched-mode power supply; Full-Bridge dc-dc converter; Multiobjective optimal design; Surface Response Methodology;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Electronics and Applications (EPE 2011), Proceedings of the 2011-14th European Conference on
Conference_Location
Birmingham
Print_ISBN
978-1-61284-167-0
Electronic_ISBN
978-90-75815-15-3
Type
conf
Filename
6020115
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