DocumentCode :
1442351
Title :
Design of new adaptive fuzzy logic controller for nonlinear plants with unknown or time-varying dead zones
Author :
Oh, Seok-Yong ; Park, Dong-Jo
Author_Institution :
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Seoul, South Korea
Volume :
6
Issue :
4
fYear :
1998
fDate :
11/1/1998 12:00:00 AM
Firstpage :
482
Lastpage :
491
Abstract :
An adaptive fuzzy logic controller (FLC) is designed for plants with unknown and/or time-varying dead zones. The steady-state control resolutions with perturbing action, which are different from the ones in the transient states, are used to cancel out the unknown and/or time-varying dead-zone effects. Automatically adjusted control resolutions play a key role as a fuzzy dead-zone inverse. The control resolutions of the control input variables are dependent on the scaling gains of the variables. Therefore, we can develop the fuzzy dead-zone inverse by reperturbing and adjusting the scaling gains adequately in the steady-states. The developed fuzzy logic controllers that are applied to the plants with unknown dead zones ensure their effectiveness even though the dead-zone characteristics are time varying
Keywords :
adaptive control; control system synthesis; fuzzy control; nonlinear control systems; adaptive fuzzy logic controller; fuzzy dead-zone inverse; nonlinear plants; perturbing action; scaling gains; steady-state control resolutions; time-varying dead zones; unknown dead zones; Adaptive control; Automatic control; Electric variables control; Fuzzy control; Fuzzy logic; Input variables; Performance gain; Programmable control; Steady-state; Uncertainty;
fLanguage :
English
Journal_Title :
Fuzzy Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6706
Type :
jour
DOI :
10.1109/91.728437
Filename :
728437
Link To Document :
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