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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-9030247 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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