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基于 T-S 模糊建模的新型平均驻留时间切换控制的一类切换非线性系统的稳定性研究。

Stabilization for a Class of Switched Nonlinear Systems With Novel Average Dwell Time Switching by T-S Fuzzy Modeling.

出版信息

IEEE Trans Cybern. 2016 Aug;46(8):1952-7. doi: 10.1109/TCYB.2015.2458896. Epub 2015 Aug 24.

DOI:10.1109/TCYB.2015.2458896
PMID:26316288
Abstract

In this paper, the problem of switching stabilization for a class of switched nonlinear systems is studied by using average dwell time (ADT) switching, where the subsystems are possibly all unstable. First, a new concept of ADT is given, which is different from the traditional definition of ADT. Based on the new proposed switching signals, a sufficient condition of stabilization for switched nonlinear systems with unstable subsystems is derived. Then, the T-S fuzzy modeling approach is applied to represent the underlying nonlinear system to make the obtained condition easily verified. A novel multiple quadratic Lyapunov function approach is also proposed, by which some conditions are provided in terms of a set of linear matrix inequalities to guarantee the derived T-S fuzzy system to be asymptotically stable. Finally, a numerical example is given to demonstrate the effectiveness of our developed results.

摘要

本文采用平均驻留时间(ADT)切换研究了一类切换非线性系统的切换稳定化问题,其中子系统可能都是不稳定的。首先,给出了一个新的 ADT 概念,它与传统的 ADT 定义不同。基于新提出的切换信号,推导出了具有不稳定子系统的切换非线性系统稳定化的充分条件。然后,应用 T-S 模糊建模方法来表示基础非线性系统,使得所得到的条件易于验证。还提出了一种新的多二次 Lyapunov 函数方法,通过该方法可以给出一组线性矩阵不等式条件,以保证所得到的 T-S 模糊系统渐近稳定。最后,通过一个数值例子验证了所提出方法的有效性。

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