A New MLP Approach for the Detection of the Incipient Bearing Damage

A New MLP Approach for the Detection of the Incipient Bearing Damage

In this study, it is aimed to track the aging trend of the incipient bearing damage in an induction motor which is subjected to an accelerated aging process. For this purpose, a new Multilayer perceptron (MLP) neural network approach is introduced. The input signals are extracted from power spectr...

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Bibliographic Details
Main Authors: SEKER, S., KARATOPRAK, E., SENGULER, T.
Format: Article
Language:English
Published: Stefan cel Mare University of Suceava 2010-08-01
Series:Advances in Electrical and Computer Engineering
Subjects:
bearing damage
vibration analysis
MLP neural networks
feature extraction
condition monitoring
Online Access:http://dx.doi.org/10.4316/AECE.2010.03006

Internet

http://dx.doi.org/10.4316/AECE.2010.03006

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