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Uncertainty Quantification of Material Properties in Ballistic Impact of Magnesium Alloys

The design and development of cutting-edge light materials for extreme conditions including high-speed impact remains a continuing and significant challenge in spite of steady advances. Magnesium (Mg) and its alloys have gained much attention, due to their high strength-to-weight ratio and potential...

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Autor principal: Sun, Xingsheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9573086/
https://www.ncbi.nlm.nih.gov/pubmed/36234301
http://dx.doi.org/10.3390/ma15196961
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author Sun, Xingsheng
author_facet Sun, Xingsheng
author_sort Sun, Xingsheng
collection PubMed
description The design and development of cutting-edge light materials for extreme conditions including high-speed impact remains a continuing and significant challenge in spite of steady advances. Magnesium (Mg) and its alloys have gained much attention, due to their high strength-to-weight ratio and potential of further improvements in material properties such as strength and ductility. In this paper, a recently developed computational framework is adopted to quantify the effects of material uncertainties on the ballistic performance of Mg alloys. The framework is able to determine the largest deviation in the performance measure resulting from a finite variation in the corresponding material properties. It can also provide rigorous upper bounds on the probability of failure using known information about uncertainties and the system, and then conservative safety design and certification can be achieved. This work specifically focuses on AZ31B Mg alloys, and it is assumed that the material is well-characterized by the Johnson–Cook constitutive and failure models, but the model parameters are uncertain. The ordering of uncertainty contributions for model parameters and the corresponding behavior regimes where those parameters play a crucial role are determined. Finally, it is shown that how this ordering provides insight on the improvement of ballistic performance and the development of new material models for Mg alloys.
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spelling pubmed-95730862022-10-17 Uncertainty Quantification of Material Properties in Ballistic Impact of Magnesium Alloys Sun, Xingsheng Materials (Basel) Article The design and development of cutting-edge light materials for extreme conditions including high-speed impact remains a continuing and significant challenge in spite of steady advances. Magnesium (Mg) and its alloys have gained much attention, due to their high strength-to-weight ratio and potential of further improvements in material properties such as strength and ductility. In this paper, a recently developed computational framework is adopted to quantify the effects of material uncertainties on the ballistic performance of Mg alloys. The framework is able to determine the largest deviation in the performance measure resulting from a finite variation in the corresponding material properties. It can also provide rigorous upper bounds on the probability of failure using known information about uncertainties and the system, and then conservative safety design and certification can be achieved. This work specifically focuses on AZ31B Mg alloys, and it is assumed that the material is well-characterized by the Johnson–Cook constitutive and failure models, but the model parameters are uncertain. The ordering of uncertainty contributions for model parameters and the corresponding behavior regimes where those parameters play a crucial role are determined. Finally, it is shown that how this ordering provides insight on the improvement of ballistic performance and the development of new material models for Mg alloys. MDPI 2022-10-07 /pmc/articles/PMC9573086/ /pubmed/36234301 http://dx.doi.org/10.3390/ma15196961 Text en © 2022 by the author. 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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Sun, Xingsheng
Uncertainty Quantification of Material Properties in Ballistic Impact of Magnesium Alloys
title Uncertainty Quantification of Material Properties in Ballistic Impact of Magnesium Alloys
title_full Uncertainty Quantification of Material Properties in Ballistic Impact of Magnesium Alloys
title_fullStr Uncertainty Quantification of Material Properties in Ballistic Impact of Magnesium Alloys
title_full_unstemmed Uncertainty Quantification of Material Properties in Ballistic Impact of Magnesium Alloys
title_short Uncertainty Quantification of Material Properties in Ballistic Impact of Magnesium Alloys
title_sort uncertainty quantification of material properties in ballistic impact of magnesium alloys
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9573086/
https://www.ncbi.nlm.nih.gov/pubmed/36234301
http://dx.doi.org/10.3390/ma15196961
work_keys_str_mv AT sunxingsheng uncertaintyquantificationofmaterialpropertiesinballisticimpactofmagnesiumalloys