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Published in: Acoustical Physics 3/2020

01-05-2020 | ACOUSTIC ECOLOGY. NOISE AND VIBRATION

Study of the Possibility of Localizing Multiple Vibration Sources in a Mechanoacoustic System with a Large Number of Degrees of Freedom

Authors: N. A. Kutuzov, A. A. Rodionov, A. V. Stulenkov, A. S. Suvorov

Published in: Acoustical Physics | Issue 3/2020

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Abstract

Algorithms are realized for localizing vibration activity sources in complex mechanoacoustic systems using finite element modeling. For the case of one source, the localization method was used in the least squares form applied to the first eigenvector of the sample correlation matrix. It is shown that frequency summation can significantly increase the localization accuracy in this case. Considerable attention is paid to assessing the number of simultaneously operating vibration sources and the possibility of correctly localizing them. The efficiency of two source localization methods was compared: the maximum likelihood method calculated for a single source and the MUSIC (Multiple Signal Classification) method specially modified for this problem. It is shown that the modified MUSIC method is more efficient in solving the localization problem with two sources compared to the maximum likelihood method calculated for a single source. It is noted that the maximum likelihood method calculated for two or more sources cannot be applied because of the too high computational complexity.

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Footnotes
1
Meanwhile, significant improvement may not be possible here.
 
2
For example, when sources create a weakly correlated spatial distribution on the vibration sensors.
 
3
At the same time, the question of an optimal summation method also remains open.
 
Literature
2.
go back to reference M. Petyt, Introduction to Finite Element Vibration Analysis (Cambridge Univ. Press, 2010).CrossRef M. Petyt, Introduction to Finite Element Vibration Analysis (Cambridge Univ. Press, 2010).CrossRef
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go back to reference Q. Li and Q. Lu, J. Vibr. Contr. 24 (17), 3830 (2018). Q. Li and Q. Lu, J. Vibr. Contr. 24 (17), 3830 (2018).
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9.
go back to reference N. M. M. Maia, Y. E. Lage, and M. M. Neves, in Advances in Vibration Engineering and Structural Dynamics, Ed. by F. Beltran-Carbajal (2012), p. 103. N. M. M. Maia, Y. E. Lage, and M. M. Neves, in Advances in Vibration Engineering and Structural Dynamics, Ed. by F. Beltran-Carbajal (2012), p. 103.
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go back to reference V. I. Turchin, Introduction into Modern Theory for Signal Parameter Estimating (Institute of Applied Physics RAS, Nizhny Novgorod, 2005) [in Russian]. V. I. Turchin, Introduction into Modern Theory for Signal Parameter Estimating (Institute of Applied Physics RAS, Nizhny Novgorod, 2005) [in Russian].
Metadata
Title
Study of the Possibility of Localizing Multiple Vibration Sources in a Mechanoacoustic System with a Large Number of Degrees of Freedom
Authors
N. A. Kutuzov
A. A. Rodionov
A. V. Stulenkov
A. S. Suvorov
Publication date
01-05-2020
Publisher
Pleiades Publishing
Published in
Acoustical Physics / Issue 3/2020
Print ISSN: 1063-7710
Electronic ISSN: 1562-6865
DOI
https://doi.org/10.1134/S1063771020030033

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