Adaptive Fuzzy Output-Feedback Decentralized Control for Fractional-Order Nonlinear Large-Scale Systems

被引:33
|
作者
Zhan, Yongliang [1 ]
Tong, Shaocheng [1 ]
机构
[1] Liaoning Univ Technol, Coll Sci, Jinzhou 121001, Peoples R China
基金
中国国家自然科学基金;
关键词
Adaptive systems; Nonlinear systems; Large-scale systems; Decentralized control; Observers; Backstepping; Output feedback; Adaptive backstepping control design; adaptive fuzzy decentralized control; fractional-order nonlinear large-scale systems; stability analysis; FAULT-TOLERANT CONTROL; BACKSTEPPING CONTROL; TRACKING;
D O I
10.1109/TCYB.2021.3088994
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 studies the adaptive fuzzy output-feedback decentralized control problem for the fractional-order nonlinear large-scale systems. Since the considered strict-feedback systems contain unknown nonlinear functions and unmeasurable states, the fuzzy-logic systems (FLSs) are used to model unknown fractional-order subsystems, and a fuzzy decentralized state observer is established to obtain the unavailable states. By introducing the dynamic surface control (DSC) design technique into the adaptive backstepping control algorithm and constructing the fractional-order Lyapunov functions, an adaptive fuzzy output-feedback decentralized control scheme is developed. It is proved that the decentralized controlled system is stable and that the tracking and observer errors are able to converge to a neighborhood of zero. A simulation example is given to confirm the validity of the proposed control scheme.
引用
收藏
页码:12795 / 12804
页数:10
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