Title :
About MIMO system with fuzzy inference
Author :
Butkiewicz, Eiohdan S.
Author_Institution :
Inst. of Electron. Syst., Warsaw Univ. of Technol., Poland
Abstract :
Many different reasoning methods are described in the literature. Generally, modus ponens reasoning with triangular norms is used for MIMO systems. The author discusses the necessary conditions and usefulness of some operations that it is possible to use for approximate reasoning. The main attention is applied to the properties of ℬ-operations, introduced earlier by the author (Proc. 5th Conf . Neural Networks and Soft Computing, Zakopane, Poland, 2000, pp. 290-295), mean operations and some others. Illustrative examples of a system with a fuzzy controller of PD or PID type and with three different plants are presented. A comparison of different reasoning and defuzzification methods is accomplished
Keywords :
MIMO systems; fuzzy control; fuzzy logic; fuzzy systems; inference mechanisms; three-term control; two-term control; B-operations; MIMO system; PD controller; PID controller; approximate reasoning; defuzzification methods; fuzzy controller; fuzzy inference; mean operations; modus ponens reasoning; necessary conditions; triangular norms; Bismuth; Control equipment; Control systems; Fuzzy control; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; MIMO; PD control; Three-term control;
Conference_Titel :
IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-7078-3
DOI :
10.1109/NAFIPS.2001.944770
