DocumentCode :
229142
Title :
Design and implementation of a robust fuzzy controller for a rotary inverted pendulum using the Takagi-Sugeno descriptor representation
Author :
Quoc Viet Dang ; Allouche, Benyamine ; Vermeiren, Laurent ; Dequidt, Antoine ; Dambrine, Michel
Author_Institution :
LAMIH, Univ. de Valenciennes et du Hainaut-Cambresis, Valenciennes, France
fYear :
2014
fDate :
9-12 Dec. 2014
Firstpage :
1
Lastpage :
6
Abstract :
The rotary inverted pendulum (RIP) is an under-actuated mechanical system. Because of its nonlinear behavior, the RIP is widely used as a benchmark in control theory to illustrate and validate new ideas in nonlinear and linear control. This paper presents a robust Takagi-Sugeno (T-S) fuzzy descriptor approach for designing a stabilizing controller for the RIP with real-time implementation. It is shown in this paper how the modeling of the physical system on descriptor T-S form with a reduced number of rules possible can lead to a simplified controller that is practically implementable. Relaxed linear matrix inequality-based stability conditions for the non quadratic case are given. Experimental results illustrate the effectiveness of the proposed approach.
Keywords :
control system synthesis; fuzzy control; linear matrix inequalities; nonlinear control systems; pendulums; robust control; Furuta pendulum; RIP; Takagi-Sugeno descriptor representation; control theory; nonlinear behavior; nonquadratic control; real-time controller; relaxed linear matrix inequality-based stability conditions; robust T-S fuzzy descriptor; robust fuzzy controller design; rotary inverted pendulum; stabilizing controller design; underactuated mechanical system; Linear matrix inequalities; Mechanical systems; Nonlinear dynamical systems; Robustness; Stability analysis; Takagi-Sugeno model; Uncertainty; linear matrix inequality; nonlinear control; robust T-S fuzzy descriptor; rotary inverted pendulum; stability conditions;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence in Control and Automation (CICA), 2014 IEEE Symposium on
Conference_Location :
Orlando, FL
Type :
conf
DOI :
10.1109/CICA.2014.7013249
Filename :
7013249
Link To Document :
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