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Application of the Acoustic Emission Method and Kolmogorov-Sinai Metric Entropy in Determining the Yield Point in Aluminium Alloy

This study analyzes the possibility of applying the acoustic emission method (AE) and the Kolmogorov-Sinai (K-S) metric entropy phenomenon in determining the structural changes that take place within the EN AW 7020 aluminum alloy. The experimental part comprised of a static tensile test carried out...

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Autores principales: Panasiuk, Katarzyna, Kyziol, Leslaw, Dudzik, Krzysztof, Hajdukiewicz, Grzegorz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7142768/
https://www.ncbi.nlm.nih.gov/pubmed/32204329
http://dx.doi.org/10.3390/ma13061386
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author Panasiuk, Katarzyna
Kyziol, Leslaw
Dudzik, Krzysztof
Hajdukiewicz, Grzegorz
author_facet Panasiuk, Katarzyna
Kyziol, Leslaw
Dudzik, Krzysztof
Hajdukiewicz, Grzegorz
author_sort Panasiuk, Katarzyna
collection PubMed
description This study analyzes the possibility of applying the acoustic emission method (AE) and the Kolmogorov-Sinai (K-S) metric entropy phenomenon in determining the structural changes that take place within the EN AW 7020 aluminum alloy. The experimental part comprised of a static tensile test carried out on aluminum alloy samples, and the simultaneous recording of the acoustic signal generated inside the material. This signal was further processed and diagrams of the effective electrical signal value (RMS) as a function of time were drawn up. The diagrams obtained were applied on tensile curves. A record of measurements carried out was used to analyze the properties of the material, applying a method based on Kolmogorov-Sinai (K-S) metric entropy. For this purpose, a diagram of metric entropy as a function of time was developed for each sample and applied on the corresponding course of stretching. The results of studies applying the AE and the K-S metric entropy method show that K-S metric entropy can be used as a method to determine the yield point of the material where there are no pronounced yield points.
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spelling pubmed-71427682020-04-15 Application of the Acoustic Emission Method and Kolmogorov-Sinai Metric Entropy in Determining the Yield Point in Aluminium Alloy Panasiuk, Katarzyna Kyziol, Leslaw Dudzik, Krzysztof Hajdukiewicz, Grzegorz Materials (Basel) Article This study analyzes the possibility of applying the acoustic emission method (AE) and the Kolmogorov-Sinai (K-S) metric entropy phenomenon in determining the structural changes that take place within the EN AW 7020 aluminum alloy. The experimental part comprised of a static tensile test carried out on aluminum alloy samples, and the simultaneous recording of the acoustic signal generated inside the material. This signal was further processed and diagrams of the effective electrical signal value (RMS) as a function of time were drawn up. The diagrams obtained were applied on tensile curves. A record of measurements carried out was used to analyze the properties of the material, applying a method based on Kolmogorov-Sinai (K-S) metric entropy. For this purpose, a diagram of metric entropy as a function of time was developed for each sample and applied on the corresponding course of stretching. The results of studies applying the AE and the K-S metric entropy method show that K-S metric entropy can be used as a method to determine the yield point of the material where there are no pronounced yield points. MDPI 2020-03-19 /pmc/articles/PMC7142768/ /pubmed/32204329 http://dx.doi.org/10.3390/ma13061386 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Panasiuk, Katarzyna
Kyziol, Leslaw
Dudzik, Krzysztof
Hajdukiewicz, Grzegorz
Application of the Acoustic Emission Method and Kolmogorov-Sinai Metric Entropy in Determining the Yield Point in Aluminium Alloy
title Application of the Acoustic Emission Method and Kolmogorov-Sinai Metric Entropy in Determining the Yield Point in Aluminium Alloy
title_full Application of the Acoustic Emission Method and Kolmogorov-Sinai Metric Entropy in Determining the Yield Point in Aluminium Alloy
title_fullStr Application of the Acoustic Emission Method and Kolmogorov-Sinai Metric Entropy in Determining the Yield Point in Aluminium Alloy
title_full_unstemmed Application of the Acoustic Emission Method and Kolmogorov-Sinai Metric Entropy in Determining the Yield Point in Aluminium Alloy
title_short Application of the Acoustic Emission Method and Kolmogorov-Sinai Metric Entropy in Determining the Yield Point in Aluminium Alloy
title_sort application of the acoustic emission method and kolmogorov-sinai metric entropy in determining the yield point in aluminium alloy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7142768/
https://www.ncbi.nlm.nih.gov/pubmed/32204329
http://dx.doi.org/10.3390/ma13061386
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