Title :
An analytical approach to the derivation of fuzzy PI scaling factors
Author :
Parasiliti, F. ; Tursini, M. ; Zhang, D.Q.
Author_Institution :
Dept. of Electr. Eng., L´´Aquila Univ., Italy
Abstract :
Fuzzy logic control has been studied extensively and has been applied in various applications. The most popular control strategy takes the fuzzy proportional-integral (FPI) form. While systematic methods have been developed to derive the fuzzy rules and membership functions, the choice of the scaling factors remain an open problem. In this paper, an analytical FPI scaling factor determining method is derived, based on the functional equivalence of the PI and FPI controllers. Simulations and experiments have been carried out with a permanent magnet synchronous motor (PMSM) drive system as test-bed, the obtained results have verified that the derived method is applicable to both the initial choice and further tuning of the FPI scaling factors
Keywords :
fuzzy control; machine control; permanent magnet motors; synchronous motors; two-term control; functional equivalence; fuzzy PI scaling factors; fuzzy logic control; fuzzy rules; membership functions; permanent magnet synchronous motor drive; scaling factor determining method; tuning; Algorithm design and analysis; Control systems; Error correction; Fuzzy control; Fuzzy logic; Fuzzy neural networks; Fuzzy systems; PD control; Pi control; Proportional control;
Conference_Titel :
Power Electronics and Drive Systems, 1997. Proceedings., 1997 International Conference on
Print_ISBN :
0-7803-3773-5
DOI :
10.1109/PEDS.1997.618717
