DocumentCode
646569
Title
State-feedback H∞ control of LPV T-S fuzzy systems using piecewise Lyapunov functions
Author
Yang Hu ; Jizhen Liu ; Taihua Chang ; Wei Li ; Zhongwei Lin
Author_Institution
State Key Lab. of Alternate Electr. Power Syst. with Renewable Energy Sources, North China Electr. Power Univ., Beijing, China
fYear
2013
fDate
26-29 Aug. 2013
Firstpage
650
Lastpage
655
Abstract
This paper studies the linearization and control design for a class of Affine Nonlinear Parameter Varying (ANPV) systems. In advance, a kind of Takagi-Sugeno (T-S) fuzzy modeling procedure with homogeneous consequent part based on the ANPV system is proposed to deal with the nonlinearity and the LPV T-S fuzzy system is obtained. Then, taking the LPV T-S fuzzy system as the control design model, the piecewise parameter-dependent Lyapunov function is introduced for the LPV T-S fuzzy gain scheduling control. Especially, the statefeedback H∞ control design of the LPV T-S fuzzy system is studied and the sufficient conditions are given in LMIs form. Finally, a numerical example is provided to validate the availability of the approaches. The simulation results show the universal approximation ability of the LPV T-S fuzzy system to the nonlinearity and the effectiveness of the LPV T-S fuzzy gain scheduling control.
Keywords
H∞ control; Lyapunov methods; affine transforms; control system synthesis; fuzzy systems; linearisation techniques; nonlinear control systems; piecewise linear techniques; scheduling; state feedback; ANPV systems; LMIs; LPV T-S fuzzy gain scheduling control; LPV T-S fuzzy systems; Takagi-Sugeno fuzzy modeling procedure; affine nonlinear parameter varying systems; control design model; linearization design; piecewise Lyapunov functions; piecewise parameter-dependent Lyapunov function; state-feedback H∞ control; sufficient conditions; system nonlinearity; universal approximation ability; Approximation methods; Control design; Fuzzy systems; Laboratories; Lyapunov methods; Power systems; Renewable energy sources;
fLanguage
English
Publisher
ieee
Conference_Titel
Methods and Models in Automation and Robotics (MMAR), 2013 18th International Conference on
Conference_Location
Miedzyzdroje
Print_ISBN
978-1-4673-5506-3
Type
conf
DOI
10.1109/MMAR.2013.6669987
Filename
6669987
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