Title :
A SVD approach to H∞ decentralized static output feedback fuzzy control design for nonlinear interconnected systems
Author :
Tseng, Chung-Shi ; Chen, Yung-Yue
Author_Institution :
Dept. of Electr. Eng., Ming Hsin Univ. of Sci. & Technol., Hsin-Feng, Taiwan
Abstract :
This study introduces H∞ decentralized static output feedback fuzzy control design for nonlinear interconnected systems via T-S fuzzy models. In general, due to the interactions among subsystems, it is difficult to design an H∞ decentralized output feedback controller for nonlinear interconnected systems. A singular value decomposition (SVD) method is proposed in this study to solve the H∞ decentralized static output feedback fuzzy control problem. By the proposed SVD method, the problem of H∞ decentralized static output feedback fuzzy control design for nonlinear interconnected systems is characterized in terms of solving an eigenvalue problem (EVP). This EVP can be easily solved by using a LMI-based optimization method. Finally, simulation example is given to illustrate the design procedure and robust performance of the proposed methods.
Keywords :
H∞ control; Taguchi methods; control system synthesis; decentralised control; eigenvalues and eigenfunctions; feedback; fuzzy control; interconnected systems; linear matrix inequalities; nonlinear control systems; optimisation; singular value decomposition; H∞ decentralized static output feedback fuzzy control design; LMI based optimization method; SVD method; T-S fuzzy models; eigenvalue problem; nonlinear interconnected system; robust performance; singular value decomposition method; Attenuation; Control design; Fuzzy control; Interconnected systems; Nonlinear dynamical systems; Output feedback; Symmetric matrices; EVP; H∞; LMI; SVD; decentralized; static output feedback;
Conference_Titel :
Fuzzy Systems (FUZZ), 2011 IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-7315-1
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2011.6007332