4.7 Article

High frequency modal identification on noisy high-speed camera data

Journal

MECHANICAL SYSTEMS AND SIGNAL PROCESSING
Volume 98, Issue -, Pages 344-351

Publisher

ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD
DOI: 10.1016/j.ymssp.2017.05.008

Keywords

Mode shape; High-speed camera; Modal parameter identification; Noise; Optical flow; LSCF; Experimental modal analysis

Funding

  1. Slovenian Research Agency [P2-0263, J2-6763]

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Vibration measurements using optical full-field systems based on high-speed footage are typically heavily burdened by noise, as the displacement amplitudes of the vibrating structures are often very small (in the range of micrometers, depending on the structure). The modal information is troublesome to measure as the structure's response is close to, or below, the noise level of the camera-based measurement.system. This paper demonstrates modal parameter identification for such noisy measurements. It is shown that by using the Least-Squares Complex-Frequency method combined with the Least-Squares Frequency Domain method, identification at high-frequencies is still possible. By additionally incorporating a more precise sensor to identify the eigenvalues, a hybrid accelerometer/highspeed camera mode shape identification is possible even below the noise floor. An accelerometer measurement is used to identify the eigenvalues, while the camera measurement is used to produce the full-field mode shapes close to 10 kHz. The identified modal parameters improve the quality of the measured modal data and serve as a reduced model of the structure's dynamics. (C) 2017 Elsevier Ltd. All rights reserved.

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