Adaptive fuzzy ABLF function fixed-time tracking control method for nonlinear fault-tolerant control systems with event triggering mechanism

被引:0
|
作者
You, Guodong [1 ]
Li, Xingyun [2 ]
Wu, Jinyuan [3 ]
Xu, Bin [1 ]
Ge, Leijiao [4 ]
Shen, Zhifang [1 ]
Zhang, Hailong [1 ]
机构
[1] Tianjin Univ Sci & Technol, Coll Elect Informat & Automat, Tianjin 300222, Peoples R China
[2] Tianjin Univ Sci & Technol, Sch Mech Engn, Tianjin, Peoples R China
[3] Tianjin First Cent Hosp, Ophthalmol Dept, Tianjin, Peoples R China
[4] Tianjin Univ, Sch Elect & Informat Engn, Tianjin, Peoples R China
基金
中国国家自然科学基金;
关键词
adaptive fuzzy control; asymmetric barrier Lyapunov function; event triggering mechanism; fault-tolerant control; fixed-time control;
D O I
10.1002/acs.3873
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
As the nonlinearities of many real physical controlled systems become stronger and stronger, they are difficult to be described by accurate mathematical models. For a class of nonlinear single-input single-output systems with all-state constraints and actuator faults, an event-triggered adaptive fuzzy ABLF function fixed-time tracking control method is proposed. The asymmetric barrier Lyapunov function (ABLF) combined with backward step technique is used to ensure the boundedness of the closed-loop system output. In order to solve the problem of limited bandwidth resources, this paper adopts the event trigger mechanism and fuzzy control technology to approximate the unknown function to ensure the convergence of the system in a fixed time. After theoretical analysis, it is proved that the tracking error of the system converges in the small neighborhood of the origin, and it still has good tracking performance when the actuator faults. Finally, by comparing the proposed method with the asymmetric barrier Lyapunov function, which verifies the effectiveness of the proposed method.
引用
收藏
页码:3250 / 3266
页数:17
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