Non-fragile sliding mode observer based fault estimation for interval type-2 fuzzy singular fractional order systems

被引:11
|
作者
Zhang, Xuefeng [1 ]
Zhang, Jin-Xi [2 ,4 ]
Huang, Wenkai [1 ]
Shi, Peng [3 ]
机构
[1] Northeastern Univ, Coll Sci, Shenyang, Peoples R China
[2] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang, Peoples R China
[3] Univ Adelaide, Sch Elect & Elect Engn, Adelaide, Australia
[4] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110819, Peoples R China
基金
中国国家自然科学基金;
关键词
Interval type-2 fuzzy model; singular fractional order systems; non-fragile sliding mode observer; adaptive control law; TOLERANT CONTROL; SENSOR; STABILIZATION; SUFFICIENT;
D O I
10.1080/00207721.2023.2177904
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 this paper, an interval type-2 fuzzy model is presented to describe the nonlinear singular frac-tional order systems (SFOSs) with 0 < alpha < 2. The problem of actuator and sensor fault estimation is addressed by designing a non-fragile sliding mode observer (SMO). Firstly, a new criterion is provided to analyse the admissibility of SFOSs, which does not need to divide the fractional order interval (0, 2) into interval (0,1) and interval [1, 2) to study them separately. Then, by expanding the dimension of the SFOS, the non-fragile SMO and the sliding surface are constructed and the accurate estimations of faults and the SFOS state simultaneously are achieved. A new reaching law is designed, which can divide the process of the system moving to the sliding surface into three stages. Further the con-trol law is constructed to guarantee the observation error reaches the sliding surface in finite time. Finally, three examples show the effectiveness of the proposed scheme.
引用
收藏
页码:1451 / 1470
页数:20
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