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Probabilistic Modelling of Fracture Toughness of Composites with Discontinuous Reinforcement
The results presented in the paper are related to the prediction of the effective fracture toughness of particulate composites (K(ICeff)). K(ICeff) was determined using a probabilistic model supported by a cumulative probability function qualitatively following the Weibull distribution. Using this a...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10142580/ https://www.ncbi.nlm.nih.gov/pubmed/37109797 http://dx.doi.org/10.3390/ma16082962 |
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author | Mieczkowski, Grzegorz Szymczak, Tadeusz Szpica, Dariusz Borawski, Andrzej |
author_facet | Mieczkowski, Grzegorz Szymczak, Tadeusz Szpica, Dariusz Borawski, Andrzej |
author_sort | Mieczkowski, Grzegorz |
collection | PubMed |
description | The results presented in the paper are related to the prediction of the effective fracture toughness of particulate composites (K(ICeff)). K(ICeff) was determined using a probabilistic model supported by a cumulative probability function qualitatively following the Weibull distribution. Using this approach, it was possible to model two-phase composites with an arbitrarily defined volume fraction of each phase. The predicted value of the effective fracture toughness of the composite was determined based on the mechanical parameter of the reinforcement (fracture toughness), matrix (fracture toughness, Young’s modulus, yield stress), and composite (Young’s modulus, yield stress). The proposed method was validated: the determined fracture toughness of the selected composites was in accordance with the experimental data (the authors’ tests and literature data). In addition, the obtained results were compared with data captured by means of the rule of mixtures (ROM). It was found that the prediction of K(ICeff) using the ROM was subject to a significant error. Moreover, a study of the effect of averaging the elastic–plastic parameters of the composite, on K(ICeff), was performed. The results showed that if the yield stress of the composite increased, a decrease in its fracture toughness was noticed, which is in line with the literature reports. Furthermore, it was noted that an increase in the Young’s modulus of the composite affected K(ICeff) in the same way as a change in its yield stress. |
format | Online Article Text |
id | pubmed-10142580 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-101425802023-04-29 Probabilistic Modelling of Fracture Toughness of Composites with Discontinuous Reinforcement Mieczkowski, Grzegorz Szymczak, Tadeusz Szpica, Dariusz Borawski, Andrzej Materials (Basel) Article The results presented in the paper are related to the prediction of the effective fracture toughness of particulate composites (K(ICeff)). K(ICeff) was determined using a probabilistic model supported by a cumulative probability function qualitatively following the Weibull distribution. Using this approach, it was possible to model two-phase composites with an arbitrarily defined volume fraction of each phase. The predicted value of the effective fracture toughness of the composite was determined based on the mechanical parameter of the reinforcement (fracture toughness), matrix (fracture toughness, Young’s modulus, yield stress), and composite (Young’s modulus, yield stress). The proposed method was validated: the determined fracture toughness of the selected composites was in accordance with the experimental data (the authors’ tests and literature data). In addition, the obtained results were compared with data captured by means of the rule of mixtures (ROM). It was found that the prediction of K(ICeff) using the ROM was subject to a significant error. Moreover, a study of the effect of averaging the elastic–plastic parameters of the composite, on K(ICeff), was performed. The results showed that if the yield stress of the composite increased, a decrease in its fracture toughness was noticed, which is in line with the literature reports. Furthermore, it was noted that an increase in the Young’s modulus of the composite affected K(ICeff) in the same way as a change in its yield stress. MDPI 2023-04-07 /pmc/articles/PMC10142580/ /pubmed/37109797 http://dx.doi.org/10.3390/ma16082962 Text en © 2023 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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Mieczkowski, Grzegorz Szymczak, Tadeusz Szpica, Dariusz Borawski, Andrzej Probabilistic Modelling of Fracture Toughness of Composites with Discontinuous Reinforcement |
title | Probabilistic Modelling of Fracture Toughness of Composites with Discontinuous Reinforcement |
title_full | Probabilistic Modelling of Fracture Toughness of Composites with Discontinuous Reinforcement |
title_fullStr | Probabilistic Modelling of Fracture Toughness of Composites with Discontinuous Reinforcement |
title_full_unstemmed | Probabilistic Modelling of Fracture Toughness of Composites with Discontinuous Reinforcement |
title_short | Probabilistic Modelling of Fracture Toughness of Composites with Discontinuous Reinforcement |
title_sort | probabilistic modelling of fracture toughness of composites with discontinuous reinforcement |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10142580/ https://www.ncbi.nlm.nih.gov/pubmed/37109797 http://dx.doi.org/10.3390/ma16082962 |
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