Title of article
Robust optimization of the non-linear behaviour of a vibrating system
Author/Authors
Bouazizi، نويسنده , , M.-L. and Ghanmi، نويسنده , , S. and Nasri، نويسنده , , R. and Bouhaddi، نويسنده , , N.، نويسنده ,
Issue Information
دوماهنامه با شماره پیاپی سال 2009
Pages
14
From page
141
To page
154
Abstract
In this paper, one proposes to optimize the vibratory behaviour of an absorber of vibration related to a system subjected to a harmonic load, in the presence of uncertainties on the design parameters. The total system is modeled by two degrees of freedom (2 dof) with a shock absorber and a generalized non-linear stiffness. The resolution is carried out in the temporal field according to a traditional diagram.
ses of non-linearity were considered. In the first case, one is interested in the study of the system comprising a combination of the two generalized non-linearities of quadratic and cubic type of stiffness and damping. The second case relates to a non-linearity of non-whole power (in this paper 1.5), combined with the cubic case. It is a question of seeking the optimal responses envelopes of the deterministic and stochastic case and this for the non-linear displacements, phases and forces.
lti-objective optimization step consists in seeking the first Pareto front of several linear and non-linear objective functions by using a genetic algorithm of type “NSGA” (Non-dominated Sorting Genetic Algorithm).
sign parameters are: mass, linear and non-linear stiffness and damping of the absorber. To obtain solutions presenting a good compromise between optimality and the robustness, one introduces uncertainties on these design parameters. The robustness is then defined by the dispersion of the parameters (definite as the ratio: mean value/standard deviation) and it is introduced as additional objective function.
e of the clusters resulting from the Self-Organizing Maps of Kohonen (SOM) is also suggested for a rational management of the design space. A study of sensitivity a posteriori can be exploited in order to eliminate the non-significant design parameters.
Keywords
Muti-objective optimization , Self Organizing Map , Dynamic Absorber , Uncertainties , Robustness , Non-linearities
Journal title
European Journal of Mechanics: A Solids
Serial Year
2009
Journal title
European Journal of Mechanics: A Solids
Record number
1389140
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