DocumentCode :
3111255
Title :
Universal controller for monotone systems inspired from fuzzy logic control
Author :
Karimadini, Mohammad ; Lin, Hai ; Marhaban, Mohammad Hamiruce ; Noor, Samsul Bahari Mohd ; Aris, Ishak ; Davari, Atefeh ; Ghazali, Abu Bakar
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore
fYear :
2008
fDate :
12-15 Oct. 2008
Firstpage :
962
Lastpage :
967
Abstract :
This paper starts with formulation of monotone fuzzy system and then proposes a formula based universal controller for class of monotone systems which is inspired from fuzzy logic control by extending the number of fuzzy sets into infinity. After taking the limit, the fuzzy rule table is replaced by an explicit formula and consequently the needed memory space is minimized. It is shown that this controller can be approximated by a linear state feedback controller followed by a nonlinear saturation function. Furthermore, the optimal control solution and global asymptotic stability for a monotone control system are shown. The experimental results show that the crisp fuzzy-inspired controllers have the same or in some cases better performance and stability with extra merit of lower memory space and cycle time.
Keywords :
asymptotic stability; fuzzy control; fuzzy set theory; nonlinear control systems; optimal control; state feedback; fuzzy logic control; fuzzy rule table; global asymptotic stability; linear state feedback controller; monotone control system; monotone fuzzy system; nonlinear saturation function; optimal control; universal controller; Asymptotic stability; Control systems; Fuzzy logic; Fuzzy sets; Fuzzy systems; H infinity control; Linear approximation; Linear feedback control systems; Optimal control; State feedback; formula based crisp fuzzy inspired controller; monoyone fuzzy system; rule table;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
Conference_Location :
Singapore
ISSN :
1062-922X
Print_ISBN :
978-1-4244-2383-5
Electronic_ISBN :
1062-922X
Type :
conf
DOI :
10.1109/ICSMC.2008.4811405
Filename :
4811405
Link To Document :
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