Predefined-Time Adaptive Fuzzy Control for a Class of Nonlinear Systems With Output Hysteresis

被引:47
|
作者
Zhang, Yan [1 ]
Chadli, Mohammed [2 ]
Xiang, Zhengrong [1 ]
机构
[1] Nanjing Univ Sci & Technol, Sch Automat, Nanjing 210094, Peoples R China
[2] Univ Evry, Univ Paris Saclay, IBISC, F- 91020 Evry, France
基金
中国国家自然科学基金;
关键词
Adaptive fuzzy control; input saturation; non-linear systems; output hysteresis; predefined-time control; STRICT-FEEDBACK SYSTEMS; TRACKING CONTROL; NEURAL-CONTROL; INPUT;
D O I
10.1109/TFUZZ.2022.3228012
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The adaptive fuzzy predefined-time tracking control problem for a class of nonlinear systems with output hysteresis is investigated in this article. An inverse model is utilized to capture the output hysteresis phenomenon, and then, the Nussbaum-type function technique is utilized to overcome the difficulty of unknown time-varying control gain caused by output hysteresis. An adaptive fuzzy control scheme under the backstepping framework is developed using the predefined-time stability criterion. Different from the existing predefined-time design approaches, the adaptive law designed in this article is represented as a nonlinear differential equation. Theoretical analysis demonstrates that all signals of the closed-loop systems are bounded, and the tracking error can converge to the neighborhood near the origin within an expected settling time. The developed scheme's feasibility is verified by an example of an electromechanical system.
引用
收藏
页码:2522 / 2531
页数:10
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