Sumnml'y--A general approach to fault detection, diagnosis and prognosis in systems describable by mathematical models is outlined. It is based on System Theory and Statistical Decision Theory. The special case of linear dynamic systems with Gaussian random inputs is considered and it is shown how t
An approach for bearing fault detection in electrical motors
✍ Scribed by M. Bilginer Gülmezoğlu; Semih Ergin
- Publisher
- John Wiley and Sons
- Year
- 2007
- Tongue
- English
- Weight
- 256 KB
- Volume
- 17
- Category
- Article
- ISSN
- 1430-144X
- DOI
- 10.1002/etep.161
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✦ Synopsis
Abstract
In this paper, a novel approach for fault detection and diagnosis of induction motors is proposed. This approach depends on determination of a common vector for each class, called the common vector approach (CVA). The common vector of each class represents invariant features or common properties of that class. Vibration signals measured from the rotor ball bearings of an induction motor are used in the experimental study. Experimental results indicate that the proposed approach can be efficiently used for the analysis of faulty conditions in induction motors. Copyright © 2007 John Wiley & Sons, Ltd.
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