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TTS package: Computational tools for the application of the Time Temperature Superposition principle

The TTS package has been developed in R software to predict the mechanical properties of viscoelastic materials, at short and long observation times/frequencies by applying the Time Temperature Superposition (TTS) principle. TTS is a physical principle used in material science to estimate mechanical...

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Autores principales: Meneses, Antonio, Naya, Salvador, Francisco-Fernández, Mario, López-Beceiro, Jorge, Gracia-Fernández, Carlos, Tarrío-Saavedra, Javier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10192834/
https://www.ncbi.nlm.nih.gov/pubmed/37215836
http://dx.doi.org/10.1016/j.heliyon.2023.e15816
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author Meneses, Antonio
Naya, Salvador
Francisco-Fernández, Mario
López-Beceiro, Jorge
Gracia-Fernández, Carlos
Tarrío-Saavedra, Javier
author_facet Meneses, Antonio
Naya, Salvador
Francisco-Fernández, Mario
López-Beceiro, Jorge
Gracia-Fernández, Carlos
Tarrío-Saavedra, Javier
author_sort Meneses, Antonio
collection PubMed
description The TTS package has been developed in R software to predict the mechanical properties of viscoelastic materials, at short and long observation times/frequencies by applying the Time Temperature Superposition (TTS) principle. TTS is a physical principle used in material science to estimate mechanical properties beyond the experimental range of observed times/frequencies by shifting data curves obtained at other temperatures relative to a reference temperature in the dataset. It is a methodology related to accelerated life-tests and reliability, whereas the TTS library is one of the first open source computational tool to apply the TTS principle. This R package provides free computational tools to obtain master curves that characterize materials from a thermal-mechanical approach. The TTS package also proposes, implements and explains our own method to obtain the shift factors and the master curve in a TTS analysis, based on horizontal shifting of the first derivative function of viscoelastic properties. This procedure provides shift factors estimates and smooth master curve estimates using B-spline fitting, in a fully automatic way, without assuming any parametric expression. Williams-Landel-Ferry (WLF) and Arrhenius TTS parametric models are also implemented in the TTS package. They can be fitted from shifts obtained by the our first derivative based method.
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spelling pubmed-101928342023-05-19 TTS package: Computational tools for the application of the Time Temperature Superposition principle Meneses, Antonio Naya, Salvador Francisco-Fernández, Mario López-Beceiro, Jorge Gracia-Fernández, Carlos Tarrío-Saavedra, Javier Heliyon Research Article The TTS package has been developed in R software to predict the mechanical properties of viscoelastic materials, at short and long observation times/frequencies by applying the Time Temperature Superposition (TTS) principle. TTS is a physical principle used in material science to estimate mechanical properties beyond the experimental range of observed times/frequencies by shifting data curves obtained at other temperatures relative to a reference temperature in the dataset. It is a methodology related to accelerated life-tests and reliability, whereas the TTS library is one of the first open source computational tool to apply the TTS principle. This R package provides free computational tools to obtain master curves that characterize materials from a thermal-mechanical approach. The TTS package also proposes, implements and explains our own method to obtain the shift factors and the master curve in a TTS analysis, based on horizontal shifting of the first derivative function of viscoelastic properties. This procedure provides shift factors estimates and smooth master curve estimates using B-spline fitting, in a fully automatic way, without assuming any parametric expression. Williams-Landel-Ferry (WLF) and Arrhenius TTS parametric models are also implemented in the TTS package. They can be fitted from shifts obtained by the our first derivative based method. Elsevier 2023-05-04 /pmc/articles/PMC10192834/ /pubmed/37215836 http://dx.doi.org/10.1016/j.heliyon.2023.e15816 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Meneses, Antonio
Naya, Salvador
Francisco-Fernández, Mario
López-Beceiro, Jorge
Gracia-Fernández, Carlos
Tarrío-Saavedra, Javier
TTS package: Computational tools for the application of the Time Temperature Superposition principle
title TTS package: Computational tools for the application of the Time Temperature Superposition principle
title_full TTS package: Computational tools for the application of the Time Temperature Superposition principle
title_fullStr TTS package: Computational tools for the application of the Time Temperature Superposition principle
title_full_unstemmed TTS package: Computational tools for the application of the Time Temperature Superposition principle
title_short TTS package: Computational tools for the application of the Time Temperature Superposition principle
title_sort tts package: computational tools for the application of the time temperature superposition principle
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10192834/
https://www.ncbi.nlm.nih.gov/pubmed/37215836
http://dx.doi.org/10.1016/j.heliyon.2023.e15816
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