区间二型模糊系统的自适应滑模控制

Adaptive Sliding Mode Control for Interval Type-2 Fuzzy Systems

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2016
被引 310 · 同刊同年前 2%
ABS 3

中文导读

研究了不确定非线性系统的自适应滑模控制问题,用区间二型T-S模糊模型表示系统,设计滑模控制器保证闭环系统一致最终有界,仿真验证了有效性。

Abstract

This paper is concerned with the adaptive sliding mode control problem of uncertain nonlinear systems. Interval type-2 Takagi-Sugeno (T-S) fuzzy model is employed to represent uncertain nonlinear systems. The input matrices of the nonlinear systems are allowed to be different for the sliding mode controller design. The uncertain parameters are described by the lower and upper membership functions. An integral sliding mode surface is designed for analysis of sliding motion. Based on the sliding mode surface, a novel sliding mode controller is designed to guarantee that the closed-loop system is uniformly ultimately bounded. Some simulation results are given to illustrate the effectiveness of the presented control scheme.

控制理论模糊系统自适应控制非线性系统