LE QUY DON
Technical University
VietnameseClear Cookie - decide language by browser settings

Nonlocal free vibration of functionally graded porous nanoplates using higher-order isogeometric analysis and ANN prediction

Pham, Q.-H. and Tran, T.T. and Nguyen, P.-C. (2023) Nonlocal free vibration of functionally graded porous nanoplates using higher-order isogeometric analysis and ANN prediction. Alexandria Engineering Journal, 66. pp. 651-667. ISSN 11100168

Full text not available from this repository. (Upload)

Abstract

The main objective of this article is to propose a new shear continuous function used for the free vibration analysis of functionally graded (FG) nanoplates with the presence of internal porosity (so-called FGP nanoplates) by employing isogeometric analysis (IGA). The small-scale effect that appears in nanostructures is included by using the nonlocal elasticity theory (nonlocal theory). Functionally graded materials consist of mechanical properties varies along z-directions. The porosity occurring in the material matrix is described by the trigonometric function. Furthermore, an artificial neural network (ANN) model is created by Matlab software to predict the natural frequencies of FGP nanoplates. The performance of the proposed formula is confirmed by comparing the obtained results with those of previous publications. Finally, some examples are conducted to provide novel results in the free vibration of FGP nanoplates. © 2022 THE AUTHORS

Item Type: Article
Divisions: Faculties > Faculty of Mechanical Engineering
Identification Number: 10.1016/j.aej.2022.12.023
Uncontrolled Keywords: Elasticity; Functionally graded materials; MATLAB; Nanostructures; Porosity; Shear deformation; Vibration analysis, Free vibration; Functionally graded; Functionally graded porous; High-order shear deformation theory; Higher order shear deformation theory; Isogeometric analyse; Isogeometric analysis; Nanoplates; Non-local elasticity theories, Neural networks
URI: http://eprints.lqdtu.edu.vn/id/eprint/10687

Actions (login required)

View Item
View Item