Title :
Switching Adaptive Correctors for Fuzzy Fusion Self-Adapted Interpolative Controllers
Author :
Balas, Valentina E. ; Balas, Marius M.
Author_Institution :
Aurel Vlaicu Univ. of Arad, Arad
Abstract :
The fuzzy self adapted interpolative controllers are able to identify on-line and to control a wide range of unknown plants. These controllers are developed by combining fuzzy-inter-polative modules (implemented by look-up tables). In order to cope with contradictory strategies demanded by time variable plants, several adaptive correctors, corresponding to different operating regimes can be fusioned. The paper is investigating the replacement of the fuzzy fusion by the switching of the adaptive correctors. The fusion and the switching are compared. Two adaptive correctors are involved, for systems with and without dead times.
Keywords :
adaptive control; fuzzy control; interpolation; time-varying systems; fuzzy fusion self adapted interpolative controller; look-up table; switching adaptive corrector; time variable plant; Adaptive control; Control systems; Error correction; Fuzzy control; Fuzzy neural networks; Fuzzy systems; Hybrid intelligent systems; Interpolation; Programmable control; Table lookup; fuzzy controller; linear interpolation; phase trajectory; qualitative control; self-adaptation; switching command;
Conference_Titel :
Computational Intelligence and Intelligent Informatics, 2007. ISCIII '07. International Symposium on
Conference_Location :
Agadir
Print_ISBN :
1-4244-1158-0
Electronic_ISBN :
1-4244-1158-0
DOI :
10.1109/ISCIII.2007.367364