Chromaticity Recognition Technology of Colored Noise and Operational Modal Analysis

Operational Modal Analysis (OMA) refers to the modal analysis with only output vibration signals of a structure in its operating state. Classic OMA has developed multiple recognition methods in both the time and frequency domains, where when the random excitation is unknown, the excitation chromaticity is usually treated as white color, which can often cause errors and affect the accuracy of identifying frequencies or damping ratios. In this article, the chromaticity recognition function is defined and a method Chromaticity Recognition Technology (CRT) for identifying noise chromaticity based on system response is proposed. Then, a simulation example is presented. The noise chromaticity is identified for the response of the system under four types of colored noise excitation, and the results of the identification of operational mode parameters with and without CRT are compared. Furthermore, the sensitivity of traditional OMA to different colored noise has been investigated. An experiment with a cantilever under base excitation of pink noise has been undertaken and the results demonstrate the feasibility of the proposed CRT in this paper.

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Publication Details

Journal
Applied Sciences
Published
2024-09-22
DOI
https://doi.org/10.3390/app14188530
Primary Topic
Structural Health Monitoring Techniques
Type
article
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article

Chromaticity Recognition Technology of Colored Noise and Operational Modal Analysis

Xudong He, Huaihai Chen, Xiangyu Lu
Applied Sciences
Structural Health Monitoring Techniques
article

Chromaticity Recognition Technology of Colored Noise and Operational Modal Analysis

Xudong He, Huaihai Chen, Xiangyu Lu
article en

Abstract

Operational Modal Analysis (OMA) refers to the modal analysis with only output vibration signals of a structure in its operating state. Classic OMA has developed multiple recognition methods in both the time and frequency domains, where when the random excitation is unknown, the excitation chromaticity is usually treated as white color, which can often cause errors and affect the accuracy of identifying frequencies or damping ratios. In this article, the chromaticity recognition function is defined and a method Chromaticity Recognition Technology (CRT) for identifying noise chromaticity based on system response is proposed. Then, a simulation example is presented. The noise chromaticity is identified for the response of the system under four types of colored noise excitation, and the results of the identification of operational mode parameters with and without CRT are compared. Furthermore, the sensitivity of traditional OMA to different colored noise has been investigated. An experiment with a cantilever under base excitation of pink noise has been undertaken and the results demonstrate the feasibility of the proposed CRT in this paper.

Applied SciencesVol. 14(18)
Yangzhou Polytechnic Institute (CN), Nanjing University of Aeronautics and Astronautics (CN)
Openalex Percentile: Top 82%
Structural Health Monitoring Techniques
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Chromaticity Recognition Technology of Colored Noise and Operational Modal Analysis — Xudong He, Huaihai Chen, et al. · Applied Sciences (2024) | TGRS Research Map | TGRS