DocumentCode :
346655
Title :
Heuristic linearization of external characteristics of DC-DC converters using fuzzy control
Author :
Florescu, Adriana ; Constantin, Radoi ; Drogoreanu, V. ; Grigore, V.
Author_Institution :
Fac. of Electron. & Telecommun., Politehnic Univ. of Bucharest, Romania
Volume :
1
fYear :
1999
fDate :
1999
Firstpage :
274
Abstract :
The design of fuzzy logic controllers used to linearize the family of external characteristics of DC-DC converters that work in discontinuous-conduction mode is described in this paper. Simulation study with centered triangular, trapezoidal and Gaussian fuzzy sets justify the choice of triangular membership functions, except the limits of the universe of discourse where Gaussian membership functions suit better. Results demonstrate that fuzzy logic control is a good alternative for conventional control methods. Compared to other intelligent control techniques, the heuristic fuzzy logic algorithm is faster because for any given input data, it processes structured knowledge using only four valid rules from the whole rule base
Keywords :
DC-DC power convertors; fuzzy control; fuzzy set theory; intelligent control; linearisation techniques; DC-DC converters; Gaussian fuzzy sets; Gaussian membership functions; centered triangular fuzzy sets; discontinuous-conduction mode; external characteristics; fuzzy control; fuzzy logic controllers; heuristic fuzzy logic algorithm; heuristic linearization; intelligent control; structured knowledge processing; trapezoidal fuzzy sets; triangular membership functions; Buck converters; Control systems; DC-DC power converters; Equations; Fuzzy control; Fuzzy logic; Switches; Switching converters; Telecommunication control; Topology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics, 1999. ISIE '99. Proceedings of the IEEE International Symposium on
Conference_Location :
Bled
Print_ISBN :
0-7803-5662-4
Type :
conf
DOI :
10.1109/ISIE.1999.801798
Filename :
801798
Link To Document :
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