Numerical simulation of failure prediction on composite laminates with various cutout shapes under uniaxial tension and compression / Nurdalilah Noordin
In the era of modern structures, composite laminates are widely used and have become progressively trending due to its tailorable of material properties. Nevertheless, due to the complex fibre-matrix interaction added by the existing cutouts, it is complicated to figure out the failure mechanism and...
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my-uitm-ir.757482023-04-04T00:43:53Z Numerical simulation of failure prediction on composite laminates with various cutout shapes under uniaxial tension and compression / Nurdalilah Noordin 2022 Noordin, Nurdalilah Finite element method Composite materials. In the era of modern structures, composite laminates are widely used and have become progressively trending due to its tailorable of material properties. Nevertheless, due to the complex fibre-matrix interaction added by the existing cutouts, it is complicated to figure out the failure mechanism and deformation behaviour of composite laminates. In reality, the application of cutout shapes is found practical for many composite structures. Practically, the failure behaviour of composite laminates with and without cutouts involves a lot of data; therefore, it is crucial to be predicted thoroughly and accurately. Based on literature review, the studies on the failure prediction of various cutout shapes to the composite laminates are limited. This study aims to predict the failure behaviour of Graphite/Epoxy and Kevlar/Epoxy with various cutout shapes under uniaxial tension and compression due to the variations of fibre orientations. The two main stages of this study involved the prediction of laminate failure using finite element simulation software (ANSYS); and then the prediction of laminate failure using Artificial Neural Network (ANN) from the simulated data. Prior to that, mesh convergence analysis and numerical validation were carried out. 2022 Thesis https://ir.uitm.edu.my/id/eprint/75748/ https://ir.uitm.edu.my/id/eprint/75748/1/75748.pdf text en public masters Universiti Teknologi MARA (UiTM) College of Engineering Mahmud, Jamaluddin |
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Universiti Teknologi MARA |
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UiTM Institutional Repository |
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English |
advisor |
Mahmud, Jamaluddin |
topic |
Finite element method Composite materials. |
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Finite element method Composite materials. Noordin, Nurdalilah Numerical simulation of failure prediction on composite laminates with various cutout shapes under uniaxial tension and compression / Nurdalilah Noordin |
description |
In the era of modern structures, composite laminates are widely used and have become progressively trending due to its tailorable of material properties. Nevertheless, due to the complex fibre-matrix interaction added by the existing cutouts, it is complicated to figure out the failure mechanism and deformation behaviour of composite laminates. In reality, the application of cutout shapes is found practical for many composite structures. Practically, the failure behaviour of composite laminates with and without cutouts involves a lot of data; therefore, it is crucial to be predicted thoroughly and accurately. Based on literature review, the studies on the failure prediction of various cutout shapes to the composite laminates are limited. This study aims to predict the failure behaviour of Graphite/Epoxy and Kevlar/Epoxy with various cutout shapes under uniaxial tension and compression due to the variations of fibre orientations. The two main stages of this study involved the prediction of laminate failure using finite element simulation software (ANSYS); and then the prediction of laminate failure using Artificial Neural Network (ANN) from the simulated data. Prior to that, mesh convergence analysis and numerical validation were carried out. |
format |
Thesis |
qualification_level |
Master's degree |
author |
Noordin, Nurdalilah |
author_facet |
Noordin, Nurdalilah |
author_sort |
Noordin, Nurdalilah |
title |
Numerical simulation of failure prediction on composite laminates with various cutout shapes under uniaxial tension and compression / Nurdalilah Noordin |
title_short |
Numerical simulation of failure prediction on composite laminates with various cutout shapes under uniaxial tension and compression / Nurdalilah Noordin |
title_full |
Numerical simulation of failure prediction on composite laminates with various cutout shapes under uniaxial tension and compression / Nurdalilah Noordin |
title_fullStr |
Numerical simulation of failure prediction on composite laminates with various cutout shapes under uniaxial tension and compression / Nurdalilah Noordin |
title_full_unstemmed |
Numerical simulation of failure prediction on composite laminates with various cutout shapes under uniaxial tension and compression / Nurdalilah Noordin |
title_sort |
numerical simulation of failure prediction on composite laminates with various cutout shapes under uniaxial tension and compression / nurdalilah noordin |
granting_institution |
Universiti Teknologi MARA (UiTM) |
granting_department |
College of Engineering |
publishDate |
2022 |
url |
https://ir.uitm.edu.my/id/eprint/75748/1/75748.pdf |
_version_ |
1783736079387459584 |