Adaptive Backstepping Hybrid Fuzzy Sliding Mode Control for Uncertain Fractional-Order Nonlinear Systems Based on Finite-Time Scheme

被引:125
|
作者
Song, Shuai [1 ]
Zhang, Baoyong [1 ]
Xia, Jianwei [2 ]
Zhang, Zhengqiang [3 ]
机构
[1] Nanjing Univ Sci & Technol, Sch Automat, Nanjing 210094, Peoples R China
[2] Liaocheng Univ, Sch Math Sci, Liaocheng 252000, Shandong, Peoples R China
[3] Qufu Normal Univ, Sch Elect Engn & Automat, Rizhao Campus, Rizhao 276826, Peoples R China
基金
中国国家自然科学基金;
关键词
Uncertainty; Backstepping; Adaptive systems; Nonlinear systems; Upper bound; Fuzzy neural networks; Stability analysis; Adaptive control; backstepping control; fractional-order nonlinear systems; neuro-fuzzy networks; sliding mode control (SMC); NEURAL-NETWORKS; CHAOTIC SYSTEMS; TRACKING CONTROL; SYNCHRONIZATION; STABILITY; DESIGN; STABILIZATION;
D O I
10.1109/TSMC.2018.2877042
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A fractional-order integral fuzzy sliding mode control scheme is proposed for a class of uncertain fractional-order nonlinear systems subject to uncertainties and external disturbances. First, in each step, a neuro-fuzzy network system is developed to approximate the uncertain nonlinear function existing in fractional-subsystem and a fractional sliding mode surface is presented. Second, based on the fractional Lyapunov stability theory and the finite-time stability theory, a fractional adaptive backstepping neuro-fuzzy sliding mode controller is designed to drive the state trajectories of fractional-order systems to the prescribed sliding mode surface. Meanwhile, the finite-time stability of the fractional-order closed-loop system is proved. At last, three numerical examples are given to illustrate the effectiveness of the proposed control method.
引用
收藏
页码:1559 / 1569
页数:11
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