控制器(灌溉)
模糊逻辑
区间(图论)
控制理论(社会学)
计算机科学
二次方程
模糊控制系统
理论(学习稳定性)
集合(抽象数据类型)
算法
数学
人工智能
控制(管理)
几何学
组合数学
机器学习
农学
生物
程序设计语言
作者
Yang Li,Hongbin Zhang,Xiaozeng Xu
标识
DOI:10.1016/j.ins.2022.02.013
摘要
This paper is devoted to the study of intermittent H∞ control problem for discrete-time switched interval type-2 fuzzy systems (DSIT2FSs) under minimum dwell time switching. A novel virtual-clock-dependent H∞ intermittent interval type-2 (IT2) fuzzy controller design scheme is proposed. Firstly, we transform the N-mode DSIT2FS with intermittent control inputs into a new one with N controller-busy modes and N controller-free modes. Then, by constructing a class of non-increasing virtual-clock-dependent multiple quadratic Lyapunov functions (VMQLFs), sufficient conditions on the existence of the H∞ intermittent IT2 fuzzy controllers are obtained for DSIT2FSs with dwell time constraints. The controller gains can be gotten by solving a set of strict linear matrix inequalities (LMIs). The obtained results are also applicable to non-switched IT2 fuzzy systems. It is shown that the designed IT2 fuzzy controllers work intermittently but still can guarantee stability and H∞ performance of the close-loop systems. Finally, a tunnel diode circuit system model and a single link robot arm model are provided to illustrate the effectiveness and advantages of the results.
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