The analysis of nonlinear systems in the frequency domain using Nonlinear Output Frequency Response Functions

被引:41
|
作者
Bayma, Rafael Suzuki [1 ,2 ]
Zhu, Yunpeng [1 ]
Lang, Zi-Qiang [1 ]
机构
[1] Univ Sheffield, Dept Automat Control & Syst Engn, Mappin St, Sheffield S1 3JD, S Yorkshire, England
[2] Univ Fed Para, CAMTUC, Fac Elect Engn, Belem, Para, Brazil
关键词
Volterra series; Associated Linear Equations; Nonlinear Output Frequency Response Functions; Frequency domain analysis; LINEAR-EQUATIONS; FAULT-DIAGNOSIS; CANTILEVER BEAM; IDENTIFICATION; CRACK; COMPENSATION; MODELS;
D O I
10.1016/j.automatica.2018.04.030
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The Nonlinear Output Frequency Response Functions (NOFRFs) are a concept which provides a new extension of the well-known concept of the Frequency Response Function (FRF) of linear systems to the nonlinear case. The present study introduces a NOFRFs based approach for the analysis of nonlinear systems in the frequency domain. It is well known that a nonlinear system can, under rather general conditions, be represented by a polynomial type Nonlinear Auto Regressive with eXogenous input (NARX) model. From the NARX model of a nonlinear system under study, the NOFRFs based approach for the frequency analysis of nonlinear systems involves solving a set of linear difference equations known as the Associated Linear Equations (ALEs) to determine the system nonlinear output responses and then the NOFRFs of the system up to an arbitrary order of nonlinearity of interests. The results enable a representation of the frequency domain characteristics of nonlinear systems by means of a series of Bode diagram like plots that can be used for nonlinear system frequency analyses for various purposes including, for example, condition monitoring, fault diagnosis, and nonlinear modal analysis. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:452 / 457
页数:6
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