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Civil-Comp Proceedings
ISSN 1759-3433 CCP: 88
PROCEEDINGS OF THE NINTH INTERNATIONAL CONFERENCE ON COMPUTATIONAL STRUCTURES TECHNOLOGY Edited by: B.H.V. Topping and M. Papadrakakis
Paper 296
Optimization of Multi-Functional Sandwich Panels Using Genetic Algorithms X.H. Tan and A.K. Soh
Department of Mechanical Engineering, The University of Hong Kong, Hong Kong, China X.H. Tan, A.K. Soh, "Optimization of Multi-Functional Sandwich Panels Using Genetic Algorithms", in B.H.V. Topping, M. Papadrakakis, (Editors), "Proceedings of the Ninth International Conference on Computational Structures Technology", Civil-Comp Press, Stirlingshire, UK, Paper 296, 2008. doi:10.4203/ccp.88.296
Keywords: multi-objective optimization, light-weight structures, prismatic sandwich panels, genetic algorithms, heat transfer performance, vibration attenuation.
Summary
Sandwich panels have wide engineering applications because of their high strength
and low weight. Their potential abilities of cooling as well as vibration attenuation
make them even more attractive for multifunctional usage. The static, dynamic as
well as the thermal properties of the sandwich panels are analyzed in the present
work. By means of Hamilton's principle, the equations of motion of the sandwich
panel are formulated. Thereafter, the dynamic property is analyzed based on the
characteristic equation of the dynamic system. Then the dynamic property is
correlated to the property of vibration attenuation of the panel. The static properties
considered are the yielding and buckling conditions of the panel. The proposed
multi-objective optimization problem is composed of two objectives, which are to
minimize the weight of the whole panel and to maximize the heat transfer
performance of the panel, and seven constraints classified as the static, dynamic and
geometric constraints. The multi-objective optimization problem is explored using
genetic algorithms, which is a type of stochastic searching algorithms [1]. The
sandwich panels are optimized in terms of the functions of load sustaining, heat
dissipation and vibration attenuation at the possible smallest weight. The relations
between the above-mentioned functions and the weight of the panel are explored and
the optimized dimensions of the sandwich panels are determined.
The study shows that the sandwich panels are good candidates for multi-functionality usage. Using the proposed method, the dynamic property is successfully included in a multi-objective optimization for the sandwich panels. For any set of design requirements, the optimal dimensions can be determined through the proposed procedure. It is found that any sandwich panel can possess the vibration attenuation property up to 10Hz or even 100Hz without significantly affecting other functions and the required weight of the panel. In addition, it has been found that enhancement of various functionalities, such as heat transfer performance, ability of sustaining loads and vibration attenuation, can be achieved by adding weight to the sandwich panel at the appropriate positions as indicated by the optimized dimensions. It can help the decision-maker to select the most appropriate design parameter set from all of the possible solutions based on their specific needs. References
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