Title :
A new defuzzification method for fuzzy control of power converters
Author :
Shi, Yigang ; Sen, P.C.
Author_Institution :
Dept. of Electr. & Comput. Eng., Queen´´s Univ., Kingston, Ont., Canada
Abstract :
In this paper, a new defuzzification method is proposed which can provide improved performance in fuzzy control for DC-DC converters. A comparative study of different defuzzification methods adopted in fuzzy logic control (FLC), such as center of area (COA), center of sums (COS), height method (HM), middle of maxims (MOM), center of largest area (COLA), and first of maxims (FM), for application to DC-DC buck-converters is presented. The distinction among the characteristics which lead to varying performance is outlined. A new method called height weighted second maxims (HWSM) is proposed and its performance is assessed. The paper also presents simulation results of the performance of the closed-loop converters from the standpoint of start-up transient, bad regulation and line regulation. The simulations show that COA, COS, and HM defuzzification methods have better dynamic performance and less steady state error. The new HWSM defuzzification method provides further improvement
Keywords :
DC-DC power convertors; fuzzy control; DC-DC buck-converters; DC-DC converters; bad regulation; center of area; center of largest area; center of sums; closed-loop converters; defuzzification method; first of maxims; fuzzy control; height method; height weighted second maxims; line regulation; middle of maxims; power converters; start-up transient; steady state error; DC-DC power converters; Electric variables control; Fuzzy control; Fuzzy logic; Fuzzy systems; Mathematical model; Power electronics; Power system modeling; Programmable control; Sliding mode control;
Conference_Titel :
Industry Applications Conference, 2000. Conference Record of the 2000 IEEE
Conference_Location :
Rome
Print_ISBN :
0-7803-6401-5
DOI :
10.1109/IAS.2000.881986