Adaptive fuzzy finite-time backstepping control of fractional-order nonlinear systems with actuator faults via command-filtering and sliding mode technique

被引:40
|
作者
Xue, Guangming [1 ,2 ]
Lin, Funing [1 ,2 ]
Li, Shenggang [1 ]
Liu, Heng [3 ]
机构
[1] Shaanxi Normal Univ, Sch Math & Stat, Xian 710119, Shaanxi, Peoples R China
[2] Guangxi Univ Finance & Econ, Sch Informat & Stat, Nanning 530003, Peoples R China
[3] Guangxi Minzu Univ, Sch Math & Phys, Nanning 530006, Peoples R China
基金
中国国家自然科学基金;
关键词
Fractional-order nonlinear system; Sliding mode control; Command filter; Fuzzy logic system; Fault-tolerant control; DYNAMIC SURFACE CONTROL; TRACKING CONTROL; TOLERANT CONTROL; OBSERVER; DESIGN;
D O I
10.1016/j.ins.2022.03.084
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the paper, a class of unknown fractional-order nonlinear systems suffering from actuator faults are investigated. Meanwhile, an adaptive finite-time sliding mode control (SMC) approach based on approximation principle of fuzzy logic system (FLS) and backstepping layout is proposed. It is well known that the standard backstepping control has inherent computational complexity. Therefore, a type of fractional-order command filter (CF) is introduced to overcome such a shortcoming, that is, by means of fractional-order CF, the virtual input signal and its fractional derivative can be estimated properly as anticipated. Fractional-order sliding mode surfaces are constructed to diminish the filtering errors such that more better performance is guaranteed. Besides, compared to the conventional back stepping control, the CF-based fuzzy backstepping SMC approach presented in the paper not only shows the superior robustness, but also facilitates to accomplish the desired tracking control objective in finite time. The finite-time stability analysis is established on the basis of fractional-order Lyapunov method. Finally, the effectiveness of the proposed methodology is identified by numerical simulations.(c) 2022 Elsevier Inc. All rights reserved.
引用
收藏
页码:189 / 208
页数:20
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