Performance of Camera-Based Vibration Monitoring Systems in Input-Output Modal Identification Using Shaker Excitation

被引:16
作者
Kalybek, Maksat [1 ]
Bocian, Mateusz [2 ]
Pakos, Wojciech [2 ]
Grosel, Jacek [2 ]
Nikitas, Nikolaos [3 ]
机构
[1] Univ Leicester, Sch Engn, Univ Rd, Leicester LE1 7RH, Leics, England
[2] Wroclaw Univ Sci & Technol, Fac Civil Engn, Wybrzeze Stanislawa Wyspianskiego 27, PL-50370 Wroclaw, Poland
[3] Univ Leeds, Sch Civil Engn, Woodhouse Lane, Leeds LS2 9DY, W Yorkshire, England
基金
英国工程与自然科学研究理事会;
关键词
experimental modal analysis; modal damping; modal mass; computer vision; vibration testing; COMPUTER VISION; CIVIL INFRASTRUCTURE; DAMAGE DETECTION; OPTICAL-FLOW; BRIDGES; MODEL;
D O I
10.3390/rs13173471
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Despite significant advances in the development of high-resolution digital cameras in the last couple of decades, their potential remains largely unexplored in the context of input-output modal identification. However, these remote sensors could greatly improve the efficacy of experimental dynamic characterisation of civil engineering structures. To this end, this study provides early evidence of the applicability of camera-based vibration monitoring systems in classical experimental modal analysis using an electromechanical shaker. A pseudo-random and sine chirp excitation is applied to a scaled model of a cable-stayed bridge at varying levels of intensity. The performance of vibration monitoring systems, consisting of a consumer-grade digital camera and two image processing algorithms, is analysed relative to that of a system based on accelerometry. A full set of modal parameters is considered in this process, including modal frequency, damping, mass and mode shapes. It is shown that the camera-based vibration monitoring systems can provide high accuracy results, although their effective application requires consideration of a number of issues related to the sensitivity, nature of the excitation force, and signal and image processing. Based on these findings, suggestions for best practice are provided to aid in the implementation of camera-based vibration monitoring systems in experimental modal analysis.
引用
收藏
页数:25
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