UGC Approved Journal no 63975(19)

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Published in:

Volume 6 Issue 4
April-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIRBB06148


Registration ID:
205634

Page Number

763-771

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Title

Model Based Misalignment Prediction by Wavelet Approach

Abstract

In all kind of rotating machinery application misalignment is the major concern with machinery health monitoring. Usually, misalignment effects are seen at coupling, bearing and at support. In major of previous attempt, the misalignment is predicted by analyzing vibration signals in frequency domain using Fast Fourier Transform (FFT). The analysis of signal using FFT is possible up to single level of decomposition as it loses time domain information. Therefore, to analyze vibration signals at different level of decomposition in both time and frequency domain Discrete Wavelet Transform (DWT) is proposed in this paper. Different mother wavelets are available in DWT which shows different result of analysis for same signals. Selection of mother wavelet is based on characteristics like vanishing moments, symmetry etc. But different mother wavelet may have same characteristics. In such case, shape of mother wavelet matching with shape of original signal is selected for analysis. In this work, under healthy and misalignment conditions vibration signals are collected to extract features using suitable mother wavelet. It is observed that selected mother wavelet, level of decomposition and extracted features are most useful for prediction of misalignment.

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"Model Based Misalignment Prediction by Wavelet Approach", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 4, page no.763-771, April-2019, Available :http://www.jetir.org/papers/JETIRBB06148.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Model Based Misalignment Prediction by Wavelet Approach", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 4, page no. pp763-771, April-2019, Available at : http://www.jetir.org/papers/JETIRBB06148.pdf

Publication Details

Published Paper ID: JETIRBB06148
Registration ID: 205634
Published In: Volume 6 | Issue 4 | Year April-2019
DOI (Digital Object Identifier):
Page No: 763-771
Country: 11111111, aaa, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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