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Proceedings of the 2010 International Conference on Mechanical, Industrial, and Manufacturing Technologies (MIMT 2010)

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International Association of Computer Science and Information Technology (IACSIT)
International Association of Computer Science and Information Technology (IACSIT)
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ISBN:
9780791859544
No. of Pages:
590
Publisher:
ASME Press
Publication date:
2010

In this paper, a new approach based on independent component analysis (ICA) to against interference while being in the envelope analysis of rolling element bearing is proposed. It can remove the disturbance from the mixed vibration signals according to the difference of vibration sources. Brief introductions about the theories of ICA and envelope analysis are also presented. The test results verified the validity of the proposed approach.

Abstract
Key Words
1. Introduction
2. The Summary of Envelope Analysis
3. Brief on ICA and the Proposed Scheme
4. Experiments and Analysis
5. Conclusions
6. Acknowledgment
References
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