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Non-Extensive Statistical Analysis of Acoustic Emissions: The Variability of Entropic Index q during Loading of Brittle Materials Until Fracture

Non-extensive statistical mechanics (NESM), introduced by Tsallis based on the principle of non-additive entropy, is a generalisation of the Boltzmann–Gibbs statistics. NESM has been shown to provide the necessary theoretical and analytical implementation for studying complex systems such as the fra...

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Detalles Bibliográficos
Autores principales: Loukidis, Andronikos, Triantis, Dimos, Stavrakas, Ilias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7996186/
https://www.ncbi.nlm.nih.gov/pubmed/33668775
http://dx.doi.org/10.3390/e23030276
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author Loukidis, Andronikos
Triantis, Dimos
Stavrakas, Ilias
author_facet Loukidis, Andronikos
Triantis, Dimos
Stavrakas, Ilias
author_sort Loukidis, Andronikos
collection PubMed
description Non-extensive statistical mechanics (NESM), introduced by Tsallis based on the principle of non-additive entropy, is a generalisation of the Boltzmann–Gibbs statistics. NESM has been shown to provide the necessary theoretical and analytical implementation for studying complex systems such as the fracture mechanisms and crack evolution processes that occur in mechanically loaded specimens of brittle materials. In the current work, acoustic emission (AE) data recorded when marble and cement mortar specimens were subjected to three distinct loading protocols until fracture, are discussed in the context of NESM. The NESM analysis showed that the cumulative distribution functions of the AE interevent times (i.e., the time interval between successive AE hits) follow a q-exponential function. For each examined specimen, the corresponding Tsallis entropic q-indices and the parameters β(q) and [Formula: see text] were calculated. The entropic index [Formula: see text] shows a systematic behaviour strongly related to the various stages of the implemented loading protocols for all the examined specimens. Results seem to support the idea of using the entropic index [Formula: see text] as a potential pre-failure indicator for the impending catastrophic fracture of the mechanically loaded specimens.
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spelling pubmed-79961862021-03-27 Non-Extensive Statistical Analysis of Acoustic Emissions: The Variability of Entropic Index q during Loading of Brittle Materials Until Fracture Loukidis, Andronikos Triantis, Dimos Stavrakas, Ilias Entropy (Basel) Article Non-extensive statistical mechanics (NESM), introduced by Tsallis based on the principle of non-additive entropy, is a generalisation of the Boltzmann–Gibbs statistics. NESM has been shown to provide the necessary theoretical and analytical implementation for studying complex systems such as the fracture mechanisms and crack evolution processes that occur in mechanically loaded specimens of brittle materials. In the current work, acoustic emission (AE) data recorded when marble and cement mortar specimens were subjected to three distinct loading protocols until fracture, are discussed in the context of NESM. The NESM analysis showed that the cumulative distribution functions of the AE interevent times (i.e., the time interval between successive AE hits) follow a q-exponential function. For each examined specimen, the corresponding Tsallis entropic q-indices and the parameters β(q) and [Formula: see text] were calculated. The entropic index [Formula: see text] shows a systematic behaviour strongly related to the various stages of the implemented loading protocols for all the examined specimens. Results seem to support the idea of using the entropic index [Formula: see text] as a potential pre-failure indicator for the impending catastrophic fracture of the mechanically loaded specimens. MDPI 2021-02-25 /pmc/articles/PMC7996186/ /pubmed/33668775 http://dx.doi.org/10.3390/e23030276 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) ).
spellingShingle Article
Loukidis, Andronikos
Triantis, Dimos
Stavrakas, Ilias
Non-Extensive Statistical Analysis of Acoustic Emissions: The Variability of Entropic Index q during Loading of Brittle Materials Until Fracture
title Non-Extensive Statistical Analysis of Acoustic Emissions: The Variability of Entropic Index q during Loading of Brittle Materials Until Fracture
title_full Non-Extensive Statistical Analysis of Acoustic Emissions: The Variability of Entropic Index q during Loading of Brittle Materials Until Fracture
title_fullStr Non-Extensive Statistical Analysis of Acoustic Emissions: The Variability of Entropic Index q during Loading of Brittle Materials Until Fracture
title_full_unstemmed Non-Extensive Statistical Analysis of Acoustic Emissions: The Variability of Entropic Index q during Loading of Brittle Materials Until Fracture
title_short Non-Extensive Statistical Analysis of Acoustic Emissions: The Variability of Entropic Index q during Loading of Brittle Materials Until Fracture
title_sort non-extensive statistical analysis of acoustic emissions: the variability of entropic index q during loading of brittle materials until fracture
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7996186/
https://www.ncbi.nlm.nih.gov/pubmed/33668775
http://dx.doi.org/10.3390/e23030276
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