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- Title
Rolling bearing health status assessment based on ITD-GMM method.
- Authors
Haitao Lu; Zili Wang
- Abstract
This paper proposed a Rolling bearing health state assessment based on ITD-GMM method to fully dig the favorable information of the vibration signal from the rolling bearing with decline trend. By data analytic, the six components of vibration signal were calculated, and each component has three feature vectors. Finally, the performance of rolling bearing was quantified, and the curve of performance was acquired. The experimental results indicate that the method is feasible and effective for the assessment of rolling bearing.
- Subjects
ROLLER bearings; VIBRATION (Mechanics); GAUSSIAN mixture models; SERVICE life of machinery; RELIABILITY in engineering
- Publication
Vibroengineering Procedia, 2017, Vol 16, p46
- ISSN
2345-0533
- Publication type
Article
- DOI
10.21595/vp.2017.19497