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ASM Handbook

Friction, Lubrication, and Wear Technology

Edited by
George E. Totten
George E. Totten
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ASM International
Volume
18
ISBN electronic:
978-1-62708-192-4
Publication date:
2017
Book Chapter

Vibroacoustic Monitoring Using Signal-Processing Techniques

By
M. Hosseini Fouladi
M. Hosseini Fouladi
Taylor's University
,
Malaysia
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S. Narayana Namasivayam
S. Narayana Namasivayam
Taylor's University
,
Malaysia
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M. Ghassem
M. Ghassem
Universiti Kebangsaan Malaysia
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M.J. Mohd Nor
M.J. Mohd Nor
Universiti Teknikal Malaysia Melaka
,
Malaysia
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Published:
2017
Page range:
1032 - 1039
Publication history
November 21, 2017

Abstract

Vibroacoustic analysis of mechanical systems has an important role in the engineering discipline. This can be used as a monitoring tool to obtain insights about the condition of a system, identify its probable defects, and determine the time window that the maintenance should happen. This article introduces the basics of signal processing in time, frequency, and time-frequency domains. It focuses on statistical analysis of the time-domain data. Various measures of data distribution and variability are pointed out. Important signal-processing functions in the frequency domain are presented and explained with examples. The article discusses and clarifies the benefits of time-frequency domain based on short-time Fourier transform with some practical applications. The article presents the most frequently used statistical functions. It concludes with information on some real-world applications of vibroacoustic analysis.

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M. Hosseini Fouladi, S. Narayana Namasivayam, M. Ghassem, M.J. Mohd Nor, 2017. "Vibroacoustic Monitoring Using Signal-Processing Techniques", Friction, Lubrication, and Wear Technology, George E. Totten

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