Title :
Robust fuzzy multimodel control using variable structure system
Author :
Sadati, Nasser ; Talasaz, Ali
Author_Institution :
Dept. of Electr. Eng., Sharif Univ. of Technol., Tehran, Iran
Abstract :
The robust fuzzy multimodel control as a potential tool to control the complex systems is presented in this paper. The main idea in multimodel controllers is to identify the best model of system at any instant and apply the appropriate control input to it. Classical multimodel controller works based on switching and tuning, while fuzzy logic is used in construction of fuzzy multimodel controller. The basic control signal for each model is calculated using the sliding mode control and the final control input is inferred as the weighted average of the local control inputs. A new algorithm is proposed in order to use the fuzzy multimodel control for time variant linear systems. To show the validity of the proposed approach, simulations are done for a flexible transmission system which is a good example for complex time variant linear system.
Keywords :
fuzzy control; fuzzy logic; linear systems; robust control; variable structure systems; complex time variant linear system; fuzzy logic; fuzzy multimodel controller; robust fuzzy multimodel control; sliding mode control; variable structure system; Control system synthesis; Control systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Linear systems; Robust control; Sliding mode control; Uncertainty; Variable structure systems;
Conference_Titel :
Cybernetics and Intelligent Systems, 2004 IEEE Conference on
Print_ISBN :
0-7803-8643-4
DOI :
10.1109/ICCIS.2004.1460465