Title :
A fuzzy logic control for power converters using a cell state algorithm
Author :
Carrasco, J.M. ; Torralba, A. ; Ridao, F.P. ; Franquelo, L.G.
Author_Institution :
Dept. de Ingegneria de Sistemas y Autom., Seville Univ., Spain
Abstract :
A fuzzy-logic controller that implements an optimal algorithm as a control law is proposed as an alternative to control power converters. The algorithm tries to minimize a given cost function by means of exhaustive system simulation. The result is a nonlinear optimal control surface. A fuzzy-logic controller learns the set rules, that best approximates the control surface. An implementation of the fuzzy-logic controller, based on a digital circuit is also proposed, and a PWM DC/DC power converter is used as a test system. Experimental results show a large improvement in the transient response when compared to a classical PI controller, confirming the validity of the proposed approach
Keywords :
DC-DC power convertors; PWM power convertors; fuzzy control; nonlinear control systems; optimal control; PWM DC/DC power converter; cell state algorithm; cost function minimization; digital circuit; exhaustive system simulation; fuzzy logic control; nonlinear optimal control surface; power converters; transient response; Circuit simulation; Circuit testing; Control systems; Cost function; Digital circuits; Fuzzy logic; Optimal control; Pulse width modulation; Pulse width modulation converters; System testing;
Conference_Titel :
Industrial Electronics, Control and Instrumentation, 1994. IECON '94., 20th International Conference on
Conference_Location :
Bologna
Print_ISBN :
0-7803-1328-3
DOI :
10.1109/IECON.1994.397986