控制理论(社会学)
停留时间
数学
凸壳
执行机构
模糊逻辑
控制器(灌溉)
模糊控制系统
理论(学习稳定性)
离散时间和连续时间
凸组合
凸优化
正多边形
计算机科学
控制(管理)
机器学习
人工智能
统计
生物
医学
临床心理学
农学
几何学
作者
Gengjiao Yang,Fei Hao,Lin Zhang,Lixin Gao
出处
期刊:AIMS mathematics
[American Institute of Mathematical Sciences]
日期:2023-01-01
卷期号:8 (6): 12708-12728
摘要
<abstract><p>The stabilization of discrete-time positive switched Takagi-Sugeno (T-S) fuzzy systems with actuator saturation is investigated in this paper. It is assumed that the switched subsystems are partially stabilizable. Based on the convex hull technique (CHT) and parallel distribution compensation (PDC) algorithm, a saturated fuzzy controller and slow-fast combined mode-dependent average dwell time (MDADT) switching signal are co-designed and sufficient conditions for the positivity and stability of closed-loop positive switched T-S fuzzy systems (PSTSFSs) are developed, which can be reduced to the ones under the case where all switched subsystems are stabilizable. Moreover, the largest attraction domain estimation (ADE) is given for PSTSFSs by formulating an optimization problem. Finally, the designed control scheme is applied to two illustrative examples to verify its availability and superiority.</p></abstract>
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