Passivity-Based Control of Fuzzy Singularly Perturbed Jump Systems Based on Semi-Markov Kernel Approach

被引:0
作者
Shen, Hao [1 ,2 ]
Zhang, Ziwei [1 ,2 ]
Li, Feng [1 ,2 ]
Wang, Jing [1 ,2 ]
Cao, Jinde [3 ]
机构
[1] Anhui Univ Technol, Anhui Prov Key Lab Power Elect & Mot Control, Maanshan 243002, Peoples R China
[2] Anhui Univ Technol, Sch Elect & Informat Engn, Maanshan 243002, Peoples R China
[3] Southeast Univ, Sch Math, Nanjing 210096, Peoples R China
来源
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS | 2024年 / 54卷 / 12期
基金
中国国家自然科学基金;
关键词
Control systems; Vectors; Switches; Kernel; Lyapunov methods; Uncertainty; Stochastic processes; Fuzzy semi-Markov jump systems (M[!text type='JS']JS[!/text]s); passivity-based control; semi-Markov kernel (SMK); singularly perturbed systems (SPSs); LINEAR-SYSTEMS; STABILIZATION;
D O I
10.1109/TSMC.2024.3450835
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article investigates the passivity-based fuzzy control problem for discrete-time nonlinear semi-Markov jump singularly perturbed systems (SPSs) by the semi-Markov kernel (SMK) approach. Due to the fact that the statistical information of SMK is difficult to acquire completely, the generally partially available case, covering the completely available and completely unavailable cases, is considered to remove the ideal assumption that the system information is invariably available to controllers. Additionally, the mode-dependent fuzzy rules describing nonlinear behavior are constructed, that is, the membership functions are dependent on the system modes, thus promoting the previous results efficacious in a more accurate form. Subsequently, by fully utilizing available SMK information, some sufficient conditions based on the slow state feedback technique are derived to ensure that the semi-Markov jump fuzzy SPSs are stabilized and satisfy the given passive performance. Finally, the superiority and practicability of the presented theoretical results are explained by a numerical example and an inverted pendulum model.
引用
收藏
页码:7396 / 7406
页数:11
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