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Identification of Multiple Mechanical Properties of Laminates from a Single Compressive Test

In-plane elastic and interlaminar properties of composite laminates are commonly obtained through separate experiments. In this paper, a simultaneous identification method for both properties using a single experiment is proposed. The mechanical properties of laminates were treated as uncertainties...

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Autores principales: Gao, Bo, Yan, Huai, Wang, Boyi, Yang, Qiang, Meng, Songhe, Huo, Yanyan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9030247/
https://www.ncbi.nlm.nih.gov/pubmed/35454642
http://dx.doi.org/10.3390/ma15082950
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author Gao, Bo
Yan, Huai
Wang, Boyi
Yang, Qiang
Meng, Songhe
Huo, Yanyan
author_facet Gao, Bo
Yan, Huai
Wang, Boyi
Yang, Qiang
Meng, Songhe
Huo, Yanyan
author_sort Gao, Bo
collection PubMed
description In-plane elastic and interlaminar properties of composite laminates are commonly obtained through separate experiments. In this paper, a simultaneous identification method for both properties using a single experiment is proposed. The mechanical properties of laminates were treated as uncertainties and Bayesian inference was employed with measured strain-load curves in compression tests of laminates with embedded delamination. The strain–load curves were separated into two stages: the pre-delamination stage and the post-delamination stage. Sensitivity analysis was carried out to determine the critical properties at different stages, in order to alleviate the ill-posed problem in inference. Results showed that the in-plane Young’s modulus and shear modulus in elastic properties are dominant in the pre-delamination stage, and the interlaminar strength and type I fracture toughness in interlaminar properties are dominant in the post-delamination stage. Five times of property identification were carried out; the maximum coefficient of variation of identified properties was less than 1.11%, and the maximum error between the mean values of the identified properties and the ones from standard experiments was less than 5.44%. The proposed method can reduce time and cost in obtaining multiple mechanical properties of laminates.
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spelling pubmed-90302472022-04-23 Identification of Multiple Mechanical Properties of Laminates from a Single Compressive Test Gao, Bo Yan, Huai Wang, Boyi Yang, Qiang Meng, Songhe Huo, Yanyan Materials (Basel) Article In-plane elastic and interlaminar properties of composite laminates are commonly obtained through separate experiments. In this paper, a simultaneous identification method for both properties using a single experiment is proposed. The mechanical properties of laminates were treated as uncertainties and Bayesian inference was employed with measured strain-load curves in compression tests of laminates with embedded delamination. The strain–load curves were separated into two stages: the pre-delamination stage and the post-delamination stage. Sensitivity analysis was carried out to determine the critical properties at different stages, in order to alleviate the ill-posed problem in inference. Results showed that the in-plane Young’s modulus and shear modulus in elastic properties are dominant in the pre-delamination stage, and the interlaminar strength and type I fracture toughness in interlaminar properties are dominant in the post-delamination stage. Five times of property identification were carried out; the maximum coefficient of variation of identified properties was less than 1.11%, and the maximum error between the mean values of the identified properties and the ones from standard experiments was less than 5.44%. The proposed method can reduce time and cost in obtaining multiple mechanical properties of laminates. MDPI 2022-04-18 /pmc/articles/PMC9030247/ /pubmed/35454642 http://dx.doi.org/10.3390/ma15082950 Text en © 2022 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
Gao, Bo
Yan, Huai
Wang, Boyi
Yang, Qiang
Meng, Songhe
Huo, Yanyan
Identification of Multiple Mechanical Properties of Laminates from a Single Compressive Test
title Identification of Multiple Mechanical Properties of Laminates from a Single Compressive Test
title_full Identification of Multiple Mechanical Properties of Laminates from a Single Compressive Test
title_fullStr Identification of Multiple Mechanical Properties of Laminates from a Single Compressive Test
title_full_unstemmed Identification of Multiple Mechanical Properties of Laminates from a Single Compressive Test
title_short Identification of Multiple Mechanical Properties of Laminates from a Single Compressive Test
title_sort identification of multiple mechanical properties of laminates from a single compressive test
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9030247/
https://www.ncbi.nlm.nih.gov/pubmed/35454642
http://dx.doi.org/10.3390/ma15082950
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