The analysis of stresses and displacements in the aluminium structure with replaceable elements
Beata Potrzeszcz-Sut
Department of Mechanics, Metal Structures and Computer Methods; Faculty of Civil Engineering and Architecture; Kielce University of Technology (Poland)
Ewa Pabisek
Instytut Technologii Informatycznych; Wydział Inżynierii Lądowej; Politechnika Krakowska (Poland)
Abstract
The paper concerns the non-linear analysis of stresses and displacements in an aluminium truss tower. The Ramberg – Osgood material model was assumed. This model introduced power type relation between stresses and strains. In order to identify the inverse relation, a neural network was used. Because of the need to strengthen the tower, a number of aluminium bars was replaced by steel bars. The perfect elastic material model was assumed for the steel bars. The analysis of stresses and extreme displacements was performed during the cyclic loading and unloading of the system. Two global unloading processes were considered: elastic and elastic-plastic processes. The relationship between the load factor and deflection of the top of the tower is shown. Analysis was performed using a hybrid FEM/ANN program.
Keywords:
numerical analysis, Ramberg – Osgood material model, artificial neural network, neural material modelReferences
Gwóźdź M. Problemy projektowe współczesnych konstrukcji aluminiowych. Czasopismo techniczne. Wydawnictwo Politechniki Krakowskiej z. 4-A/2007, s. 281 – 286.
Google Scholar
Hashash Y. M., Jung S. and Ghaboussi J. Numerical implementation of a neural network based material model in finite element analysis, Int. J. Num. Meth. Eng., 59:989-1005, 2004.
DOI: https://doi.org/10.1002/nme.905
Google Scholar
Pabisek E. Systemy hybrydowe integrujące MES i SSN w analizie wybranych problemów mechaniki konstrukcji i materiałów, Monografia 369, Politechnika Krakowska, Seria Inżynieria Lądowa, Kraków, 2008.
Google Scholar
Hoan-Kee Kim, Multi-scale nonlinear constitutive models using artificial neural networks. Ph.D. dissertation, Georgia Institute of Technology, 2008.
Google Scholar
PN-EN 1999-1-1:2011 Projektowanie konstrukcji aluminiowych. Część 1-1: Reguły ogólne.
Google Scholar
PN-EN 1991-1-4:2008 Oddziaływania na konstrukcje. Część 1-4: Oddziaływania ogólne. Oddziaływania wiatru.
Google Scholar
PN-EN 1993-3-1:2008/AC Projektowanie konstrukcji stalowych. Część 3-1: Wieże, maszty i kominy. Wieże i maszty.
Google Scholar
Ramberg W., Osgood W. R. Description of stress-strain curves by three parameters. Technical Note No 902, National Committee for Aeronautics, Washington DC.,1943.
Google Scholar
Akazawa T, Nakashima M, Sakaguchi O., Simple model for simulating hysteretic behavior involving significant strain hardening. Eleventh World Conference on Earthquake Engineering, Paper No. 264.
Google Scholar
Neural Network Toolbox for Use with MATLAB. User’s Guide. The MathWorks, Inc., 2011.
Google Scholar
PN-EN 1993-1-1:2006 Projektowanie konstrukcji stalowych. Część 1-1: Reguły ogólne i reguły dla budynków.
Google Scholar
Authors
Beata Potrzeszcz-SutDepartment of Mechanics, Metal Structures and Computer Methods; Faculty of Civil Engineering and Architecture; Kielce University of Technology Poland
Authors
Ewa PabisekInstytut Technologii Informatycznych; Wydział Inżynierii Lądowej; Politechnika Krakowska Poland
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