Model Reduction of Fuzzy Logic Systems

作者:Yu Zhandong*; Yu Jinyong; Karimi Hamid Reza
来源:Mathematical Problems in Engineering, 2014, 2014: 874530.
DOI:10.1155/2014/874530

摘要

This paper deals with the problem of L-2-L-infinity model reduction for continuous-time nonlinear uncertain systems. The approach of the construction of a reduced-order model is presented for high-order nonlinear uncertain systems described by the T-S fuzzy systems, which not only approximates the original high-order system well with an L-2-L-infinity error performance level gamma but also translates it into a linear lower-dimensional system. Then, the model approximation is converted into a convex optimization problem by using a linearization procedure. Finally, a numerical example is presented to show the effectiveness of the proposed method.