DocumentCode
3407360
Title
Blind source separation in machine monitoring
Author
Popescu, Theodor D.
Author_Institution
Dev. in Inf., Nat. Inst. for Res., Bucharest, Romania
fYear
2011
fDate
7-10 Aug. 2011
Firstpage
1
Lastpage
4
Abstract
The paper presents a new approach for machine vibration analysis and health monitoring based on blind source separation (BSS). So, the problem is transferred from the original space of the measurements to the space of independent sources, where the reduced number of components is going to simplify the monitoring problem while the vibration analysis methods are going to be applied for scalar signals. The assessment of the approach on a real machine is presented in this paper.
Keywords
blind source separation; condition monitoring; maintenance engineering; vibration measurement; blind source separation; health monitoring; machine monitoring; machine vibration analysis; vibration analysis methods; Monitoring;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems (MWSCAS), 2011 IEEE 54th International Midwest Symposium on
Conference_Location
Seoul
ISSN
1548-3746
Print_ISBN
978-1-61284-856-3
Electronic_ISBN
1548-3746
Type
conf
DOI
10.1109/MWSCAS.2011.6026569
Filename
6026569
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