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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...

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Autores principales: Mieczkowski, Grzegorz, Szymczak, Tadeusz, Szpica, Dariusz, Borawski, Andrzej
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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