Title :
Fuzzy pole placement design with H∞ disturbance attenuation for uncertain nonlinear systems
Author_Institution :
Inst. of Autom., Southern Yangtze Univ., Jiangsu, China
Abstract :
In this paper, pole placement design combined with H∞ disturbance attenuation is discussed for a class of uncertain nonlinear dynamical systems. The D-subset is defined by a LMI region in the complex plane, and the nonlinearities are described by Takagi-Sugeno fuzzy models. Focusing on the disturbance attenuation, the conventional fuzzy H∞ controller paid no heed to transient behavior. This paper proposes a controller design, which makes a compromise between above two performance indexes. Since both the existing fuzzy H∞ controller and the D-stabilizable controller are obtained by the feasibility of grouped linear matrix inequalities (LMI´s), the pole placement design with H∞ disturbance attenuation can be solved by simply uniting all the LMI´s. A mass-spring-damper system is selected to illustrate the results.
Keywords :
H∞ control; control system synthesis; fuzzy control; linear matrix inequalities; nonlinear control systems; pole assignment; robust control; uncertain systems; D-stabilizable controller; H∞ disturbance attenuation; LMI; Takagi-Sugeno fuzzy models; fuzzy H∞ controller; linear matrix inequalities; performance index; pole placement design; uncertain nonlinear dynamical systems; Attenuation; Fuzzy control; Fuzzy sets; Fuzzy systems; Linear feedback control systems; Linear matrix inequalities; Nonlinear systems; Robust control; State feedback; Takagi-Sugeno model;
Conference_Titel :
Control Applications, 2003. CCA 2003. Proceedings of 2003 IEEE Conference on
Print_ISBN :
0-7803-7729-X
DOI :
10.1109/CCA.2003.1223419