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Evaluation of Effectiveness of Wavelet Based Denoising Schemes Using ANN and SVM for Bearing Condition Classification

The wavelet based denoising has proven its ability to denoise the bearing vibration signals by improving the signal-to-noise ratio (SNR) and reducing the root-mean-square error (RMSE). In this paper seven wavelet based denoising schemes have been evaluated based on the performance of the Artificial...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: G. S., Vijay, H. S., Kumar, Pai P., Srinivasa, N. S., Sriram, Rao, Raj B. K. N.
Format: Artigo
Sprache:Inglês
Veröffentlicht: Hindawi Publishing Corporation 2012
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3505639/
https://ncbi.nlm.nih.gov/pubmed/23213323
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2012/582453
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