Pham, Quoc-Hoa and Nguyen, Phu-Cuong and Tran, Trung Thanh (2022) Free vibration response of auxetic honeycomb sandwich plates using an improved higher-order ES-MITC3 element and artificial neural network. Thin-Walled Structures, 175. p. 109203. ISSN 02638231
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This article presents the combination of mixed interpolation of tensorial components technique of triangular elements and the edge-based smoothed finite element method (ES-MITC3) developed on the higher-order shear deformation theory (HSDT). The free vibration behavior of auxetic honeycomb sandwich plates with the functionally graded material (FGM) skin layers generated by the proposed program is trained and predicted by an artificial neural network (ANN) model using Matlab coding for reducing computational time and saving computer resources, the proposed approach is expected suitable for practical engineering problems. The strain field of edge-based smoothed triangular elements is approximated by using the generalized C0-HSDT and Lagrange shape functions. Ultra-light features of sandwich plates are obtained by using the auxetic honeycomb core layer (negative Poisson's ratio) and reinforced by FGM skin layers. The present results are compared with other published studies to verify the accuracy and reliability. Besides, the ANN model is also built to train obtained results and accurately predict the natural frequency of structures without running the code. Moreover, the effects of parameters such as geometrical and material properties (especially the auxetic parameters) on the free vibration behavior of auxetic honeycomb sandwich plates with FGM skin layers are investigated in detail. © 2022 Elsevier Ltd
Item Type: | Article |
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Divisions: | Faculties > Faculty of Mechanical Engineering |
Identification Number: | 10.1016/j.tws.2022.109203 |
Uncontrolled Keywords: | Beams and girders; Computation theory; Functionally graded materials; Honeycomb structures; MATLAB; Multilayer neural networks; Plates (structural components); Poisson ratio; Vibrations (mechanical), Auxetic honeycomb sandwich plate; Auxetics; ES-MITC3 element; Free vibration; High-order shear deformation theory; Higher order shear deformation theory; Honeycomb sandwich plates; Negative Poisson ratio; Skin layer; Triangular elements, Finite element method |
URI: | http://eprints.lqdtu.edu.vn/id/eprint/10389 |