Title :
H∞ fuzzy control design for nonlinear singularly perturbed systems with pole placement constraints: an LMI approach
Author :
Assawinchaichote, Wudhichai ; Nguang, Sing Kiong
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Auckland, New Zealand
Abstract :
This paper considers the problem of designing an H∞ fuzzy controller with pole placement constraints for a class of nonlinear singularly perturbed systems. Based on a linear matrix inequality (LMI) approach, we develop an H∞ fuzzy controller that guarantees 1) the L2-gain of the mapping from the exogenous input noise to the regulated output to be less than some prescribed value, and 2) the closed-loop poles of each local system to be within a pre-specified LMI stability region. In order to alleviate the ill-conditioned LMIs resulting from the interaction of slow and fast dynamic modes, solutions to the problem are given in terms of linear matrix inequalities which are independent of the singular perturbation, ε. The proposed approach does not involve the separation of states into slow and fast ones and it can be applied not only to standard, but also to nonstandard singularly perturbed nonlinear systems. A numerical example is provided to illustrate the design developed in this paper.
Keywords :
H∞ control; closed loop systems; control system synthesis; fuzzy control; fuzzy systems; linear matrix inequalities; nonlinear control systems; poles and zeros; singularly perturbed systems; stability; H∞fuzzy controller; LMI stability region; Takagi-Sugeno fuzzy model; closed-loop poles; fuzzy control design; linear matrix inequality; nonlinear singularly perturbed system; pole placement constraint; Control systems; Fuzzy control; Fuzzy systems; Linear matrix inequalities; Nonlinear control systems; Nonlinear dynamical systems; Nonlinear systems; Power system dynamics; Power system modeling; State feedback;
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
DOI :
10.1109/TSMCB.2003.817087