Detecting a Time-Varying Behavior in Frequency Response Function Measurements

被引:25
|
作者
Lataire, John [1 ]
Louarroudi, Ebrahim [1 ]
Pintelon, Rik [1 ]
机构
[1] Vrije Univ Brussel, B-1050 Brussels, Belgium
关键词
Frequency domain; frequency response function (FRF); linear system; time-invariant approximation; time-varying systems; MODEL IDENTIFICATION; SYSTEMS;
D O I
10.1109/TIM.2012.2197072
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper provides data-driven tools to detect and quantify approximately the influence of the time variation of a system under test in classical frequency response function (FRF) measurements. To achieve this, the best linear time-invariant approximation of a linear time-varying system is defined and is estimated using existing FRF estimators. An analysis of the residuals of the latter estimation reveals the frequency band in which the contributions from the time variation dominates the disturbing measurement noise and, thus, is significant. All concepts are illustrated on a simulation and real measurement examples.
引用
收藏
页码:2132 / 2143
页数:12
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