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Vibration monitoring of electric generators without sensor dedicated

P. Vieira Junior, M.A. Sanz-Bobi, C. Ruiz Gomes, H. Simões Gomes, M. Pacheco do Nascimento

International Conference on Industrial Technology - ICIT 2010, Viña del Mar (Chile). 14-17 March 2010


Summary:

This paper describes a method for on-line condition monitoring of rotating electric generators without a need for installed sensors dedicated. This sensorless method has been based on continuous monitoring vibration using neural networks for the classification of bearing failures experimentally induced. The results obtained have an error of less than 0,5% confirming the validity of the method proposed.


DOI: DOI icon https://doi.org/10.1109/ICIT.2010.5472760

Published in ICIT 2010, pp: 451-456, ISBN: 978-1-4244-5695-6

Publication date: 2010-05-27.



Citation:
P. Vieira Junior, M.A. Sanz-Bobi, C. Ruiz Gomes, H. Simões Gomes, M. Pacheco do Nascimento, Vibration monitoring of electric generators without sensor dedicated, International Conference on Industrial Technology - ICIT 2010, Viña del Mar (Chile). 14-17 March 2010. In: ICIT 2010: Conference proceedings, ISBN: 978-1-4244-5695-6


    Research topics:
  • *Artificial intelligence applied to maintenance diagnosis and reliability

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