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论文摘要

隶属函数依赖的时变时滞模糊系统的控制

Membership-function-dependent control of fuzzy systems with time-varying delays

作者:周坤(中国计量大学);齐淑楠(周口师范学院);李靖(周口师范学院);靳留乾(重庆邮电大学);蔡继荣(重庆工商大学);黄天民(西南交通大学)

Author:zhoukun(China Jiliang University);QI Shu-nan(ZhouKou Normal University);LI Jing(ZhouKou Normal University);JIN Liu-Qian(Chongqing University of Posts and Telecommunications);CAI Ji-rong(Chongqing Technology and Business University);HUANG Tian-nin(Southwest Jiaotong University)

收稿日期:2018-05-24          年卷(期)页码:2019,56(4):645-653

期刊名称:四川大学学报: 自然科学版

Journal Name:Journal of Sichuan University (Natural Science Edition)

关键字:自由权矩阵不等式;状态空间分割;分段隶属函数;隶属函数依赖;前提不匹配

Key words:Free matrix based integral inequality; State space decomposition; Piecewise membership functions;Membership function dependent; Imperfect premise matching 〖=〗

基金项目:重庆市社会科学规划项目(2016BS082);国家自然科学基金(61473239, 51475391);重庆市前沿与应用基础研究计划项目(cstc2014jcyjA00050)

中文摘要

研究了时变时滞T S模糊系统的稳定性分析和镇定问题.首先,构造一个增广Lyapunov Krasovskii函数,结合自由权矩阵不等式,以线性矩阵不等式(LMIs)形式给出了时滞依赖的稳定性准则.基于状态空间分割技术,构造一些由子空间的局部上下确界的凸组合表示的分段隶属函数去近似逼近隶属函数,充分考虑隶属函数的边界信息,同时引入松弛矩阵,进而得到了更为放松的隶属函数依赖的稳定性结果;其次,基于前提不匹配技术,提出了变时滞模糊系统的状态反馈控制器的设计方法,其隶属函数及模糊规则数目可以自由选取,从而提高了控制器设计的灵活性;最后,给出三个仿真实例证明所提方法的有效性.

英文摘要

This paper investigates the stability analysis and stabilization for T-S fuzzy systems with time-varying delays. Firstly, an augmented Lyapunov-Krasovskii functional is constructed, delay-dependent stability criteria in terms of linear matrix inequalities (LMIs) are obtained by combining with the free-matrix-based integral inequality. Based on the state space decomposition method, some piecewise membership functions are employed to approximate the membership functions, which can be locally represented in terms of the convex combinations of the supremum and infimum of some local basis functions, the boundary information of the membership functions is taken into consideration adequately, meanwhile, some slack matrices are employed, and then some relaxed membership-function-dependent stability results are obtained. Secondly, state feedback controllers for the fuzzy systems with time-varying delays are presented under the imperfect premise matching technique, whose membership functions and the number of fuzzy rules are allowed to be designed freely, consequently, the flexibility of controller design is improved. Finally, two numerical examples are given to demonstrate the effectiveness of the presented approaches.

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