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  4. Parametric Optimization of Thin-Walled 3D Beams with Perforation Based on Homogenization and Soft Computing
 
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Parametric Optimization of Thin-Walled 3D Beams with Perforation Based on Homogenization and Soft Computing

Type
Journal article
Language
English
Date issued
2022
Author
Gajewski, Tomasz
Staszak, Natalia
Garbowski, Tomasz 
Faculty
Wydział Inżynierii Środowiska i Inżynierii Mechanicznej
Journal
Materials
ISSN
1996-1944
DOI
10.3390/ma15072520
Web address
http://www.mdpi.com/1996-1944/15/7/2520
Volume
15
Number
7
Pages from-to
art. 2520
Abstract (EN)
The production of thin-walled beams with various cross-sections is increasingly automated and digitized. This allows producing complicated cross-section shapes with a very high precision. Thus, a new opportunity has appeared to optimize these types of products. The optimized parameters are not only the lengths of the individual sections of the cross section, but also the bending angles and openings along the beam length. The simultaneous maximization of the compressive, bending and shear stiffness as well as the minimization of the production cost or the weight of the element makes the problem a multi-criteria issue. The paper proposes a complete procedure for optimizing various open sections of thin-walled beam with different openings along its length. The procedure is based on the developed algorithms for traditional and soft computing optimization as well as the original numerical homogenization method. Although the work uses the finite element method (FEM), no computational stress analyses are required, i.e., solving the system of equations, except for building a full stiffness matrix of the optimized element. The shell-to-beam homogenization procedure used is based on equivalence strain energy between the full 3D representative volume element (RVE) and its beam representation. The proposed procedure allows for quick optimization of any open sections of thin-walled beams in a few simple steps. The procedure can be easily implemented in any development environment, for instance in MATLAB, as it was done in this paper.
Keywords (EN)
  • homogenization

  • thin-walled structure

  • shell-to-beam

  • radial basis functions

  • artificial neural networks

  • parametrized optimization

License
cc-bycc-by CC-BY - Attribution
Open access date
March 29, 2022
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