DocumentCode :
2026360
Title :
Low-cost optimal state feedback fuzzy control of nonlinear second-order servo systems
Author :
Radac, Mircea-Bogdan ; Precup, Radu-Emil ; Petriu, Emil M. ; Ianc, Paul Andrei ; Preitl, Stefan ; Dragos, Claudia-Adina
Author_Institution :
Politeh. Univ. of Timisoara, Timisoara, Romania
fYear :
2011
fDate :
19-21 Sept. 2011
Firstpage :
1
Lastpage :
4
Abstract :
This paper discusses low-cost optimal Takagi-Sugeno state feedback fuzzy controllers for the position control of servo systems where the process is modeled by second-order linear dynamics with an integral component, and saturation and dead zone input static nonlinearity. The state feedback gain matrices in the rule consequents of the fuzzy controllers are obtained by the combination of the parallel distributed compensation and linear-quadratic regulator applied to each rule. An example concerning the position control of a DC servo system laboratory equipment is offered and experimental results are included.
Keywords :
control nonlinearities; cost optimal control; fuzzy control; linear quadratic control; matrix algebra; nonlinear control systems; position control; servomechanisms; state feedback; DC servo system laboratory equipment; Takagi-Sugeno controller; dead zone input static nonlinearity; integral component; linear-quadratic regulator; low-cost optimal state feedback fuzzy control; nonlinear second-order servo systems; parallel distributed compensation; position control; rule consequents; second-order linear dynamics; state feedback gain matrix; Fuzzy control; Linear matrix inequalities; Position control; Process control; Servomotors; State feedback; Takagi-Sugeno model; DC servo system; Takagi-Sugeno fuzzy model; experimental results; position control; stability;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence for Measurement Systems and Applications (CIMSA), 2011 IEEE International Conference on
Conference_Location :
Ottawa, ON, Canada
ISSN :
2159-1547
Print_ISBN :
978-1-61284-924-9
Type :
conf
DOI :
10.1109/CIMSA.2011.6059915
Filename :
6059915
Link To Document :
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