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Sparse scalegram decomposition algorithm for condition monitoring of rotary equipment

https://doi.org/10.35596/1729-7648-2019-123-5-25-31

Abstract

The article describes an algorithm for the sparse decomposition of vibration signals scalogram for searching of the frequency domains with a significant energy contribution. The developed algorithm is proposed to be used for monitoring the technical condition of rotary equipment. The article presents the testing results of the sparse scalegram decomposition algorithm on the vibration signals of industrial equipment.

About the Authors

Y. P. Aslamov
Belarusian state university of informatics and radioelectronics
Belarus

Aslamov Yury Pavlovich - PG student of information radiotechnologies department.

220013, Minsk, P. Brovka st., 6, tel. +375-17-293-86-79



I. G. Davydov
Belarusian state university of informatics and radioelectronics
Belarus

PhD, associate professor of information radiotechnologies department.

220013, Minsk, P. Brovka st., 6



N. V. Kosmach
Belarusian state university of informatics and radioelectronics
Belarus

Graduate student of Information radiotechnologies department.

220013, Minsk, P. Brovka st., 6



R. V. Tolkach
Belarusian state university of informatics and radioelectronics
Belarus

Master student of information radiotechnologies department.

220013, Minsk, P. Brovka st., 6



References

1. Genkin M.D., Sokolova A.G. Vibroakusticheskaja diagnostika mashin i mehanizmov. M.: Mashinostroenie, 1987. 288 s. (in Russ.)

2. Mallat S.G. A Wavelet Tour of Signal Processing. The Sparse Way / Academic Press, 2009. 805 p. (in Russ.)

3. Razrezhennaja vejvletnaja dekompozicija v zadachah vibrodiagnostiki rotornogo oborudovanija / Ju.P. Aslamov [i dr.] // Dokl. BGUIR. 2017. № 8. S. 91-98. (in Russ.)

4. Aslamov Ju.P., Davydov I.G. Izbytochnyj vejvletnyj slovar' dlja razrezhennoj dekompozicii signalov vibracii / Vestnik PGU. Serija S. 2018. № 4. S. 86-94. (in Russ.)

5. Vejvlet-funkcii dlja diagnostiki zubchatyh peredach / Ju.P. Aslamov [i dr.] // Vestnik PGU. Serija B. 2018. № 3. S. 38-46. (in Russ.)


Review

For citations:


Aslamov Y.P., Davydov I.G., Kosmach N.V., Tolkach R.V. Sparse scalegram decomposition algorithm for condition monitoring of rotary equipment. Doklady BGUIR. 2019;(5):25-31. (In Russ.) https://doi.org/10.35596/1729-7648-2019-123-5-25-31

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ISSN 1729-7648 (Print)
ISSN 2708-0382 (Online)