A finite-time adaptive order estimation approach for non-integer order nonlinear systems

被引:5
|
作者
Tabatabaei, S. Sepehr [1 ]
Tavakoli, Mahdi [2 ]
Talebi, Heidar Ali [3 ]
机构
[1] Univ Isfahan, Dept Elect Engn, Shahreza Campus, Esfahan, Iran
[2] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB, Canada
[3] Amirkabir Univ Technol, Tehran Polytech, Dept Elect Engn, Tehran, Iran
关键词
Adaptive order estimation; Nonlinear systems; Variable order systems; State observers; VARIABLE-ORDER; PARAMETER;
D O I
10.1016/j.isatra.2021.08.034
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 paper proposes some methods for estimating the order of nonlinear systems having non-integer order. First, the stability of time-varying order systems is studied. Afterward, the multivariable systems with time-varying incommensurate order are studied and an estimation scheme is proposed to approximate the order. In the next step, considering the pseudo-states of a system to be unknown, an order/pseudo-state estimator is designed for a category of nonlinear systems. It is shown that the method is extendible to form order/pseudo-state estimators for other classes of nonlinear systems using other traditional nonlinear observers. One of the advantages of the proposed methods is that a compact time interval is enough to guarantee bounded estimation error. (C) 2021 ISA. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:383 / 394
页数:12
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