JOURNAL ARTICLE

Application of Singular Value Decomposition Method for Acoustic Emission Data Analysis

Maksim KutsenkoValery OvcharukDenis B. Solovev

Year: 2019 Journal:   2019 International Science and Technology Conference "EastСonf"

Abstract

The article describes the possibilities of the singular decomposition method in the study of acoustic emission data. Acoustic signals of various nature were used as an object of study. A method of acoustic signals identification based on singular spectrums and additive components contribution is presented in the paper. At the moment, singular spectral analysis method has not practically been considered at acoustic signals researching. The obtained results are fundamentally new and confirm the promise of the method, in particular when solving the identification task.

Keywords:
Singular spectrum analysis Singular value decomposition Acoustic emission Singular value Identification (biology) Acoustics Mathematics Decomposition Moment (physics) Spectral analysis Computer science Algorithm Physics Eigenvalues and eigenvectors

Metrics

4
Cited By
3.46
FWCI (Field Weighted Citation Impact)
0
Refs
0.93
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Statistical and numerical algorithms
Physical Sciences →  Mathematics →  Applied Mathematics
Engineering Diagnostics and Reliability
Physical Sciences →  Engineering →  Mechanics of Materials
Advanced Signal Processing Techniques
Physical Sciences →  Engineering →  Electrical and Electronic Engineering

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