DocumentCode :
2220877
Title :
Improvement of fuzzy auto-tuning method of DC chopper system using manipulated value
Author :
Izumi, Katsuhiro ; Tsuji, Mineo ; Oyama, Jun ; Yamada, Eiji
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Nagasaki Univ., Japan
fYear :
1993
fDate :
15-19 Nov 1993
Firstpage :
224
Abstract :
An auto-tuning using fuzzy reasoning is discussed for the I-PD control systems. We have previously (1993) proposed one method about same topic. In this paper, we have proposed two new methods of reasoning and compared with conventional ones. In the fuzzy auto-tuning, the characteristic values are calculated with the reference, the controlled, and the manipulated value at each sampling time. Next, new gains are set by multiplication with adjustment coefficients determined by fuzzy reasoning and last gain values. The fuzzy reasoning is obtained by a product-sum compositional rule of inference, and then defuzzified by the height procedure to generate a nonfuzzy value. In the simulation, the settling time by using these was shorter than one using a conventional value, which only uses controlled value and reference. An appropriate control response is obtained by tuning of several times on DSP control system. In the experiment, the tuning time using the new proposed characteristic value was shorter than that using the previous method. In the result, the effectiveness of this method is shown
Keywords :
adaptive control; choppers (circuits); electric variables control; fuzzy control; inference mechanisms; power electronics; self-adjusting systems; three-term control; DC chopper system; I-PD control systems; adjustment coefficients; fuzzy auto-tuning method; fuzzy reasoning; inference; manipulated value; product-sum compositional rule; Automatic control; Choppers; Control systems; Digital signal processing; Fuzzy control; Fuzzy reasoning; Fuzzy systems; Lamps; Nonlinear dynamical systems; Three-term control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics, Control, and Instrumentation, 1993. Proceedings of the IECON '93., International Conference on
Conference_Location :
Maui, HI
Print_ISBN :
0-7803-0891-3
Type :
conf
DOI :
10.1109/IECON.1993.339077
Filename :
339077
Link To Document :
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