Low cost metamodel for robust design of periodic nonlinear coupled micro-systems

To achieve robust design, in presence of uncertainty, nonlinearity and structural periodicity, a metamodel combining the Latin Hypercube Sampling (LHS) method for uncertainty propagation and an enriched Craig-Bampton Component Mode Synthesis approach (CB-CMS) for model reduction is proposed. Its app...

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Main Authors: Chikhaoui K., Bouhaddi N., Kacem N., Guedri M., Soula M.
Format: Article
Language:English
Published: EDP Sciences 2016-01-01
Series:MATEC Web of Conferences
Online Access:http://dx.doi.org/10.1051/matecconf/20168305004
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author Chikhaoui K.
Bouhaddi N.
Kacem N.
Guedri M.
Soula M.
author_facet Chikhaoui K.
Bouhaddi N.
Kacem N.
Guedri M.
Soula M.
author_sort Chikhaoui K.
collection DOAJ
description To achieve robust design, in presence of uncertainty, nonlinearity and structural periodicity, a metamodel combining the Latin Hypercube Sampling (LHS) method for uncertainty propagation and an enriched Craig-Bampton Component Mode Synthesis approach (CB-CMS) for model reduction is proposed. Its application to predict the time responses of a stochastic periodic nonlinear micro-system proves its efficiency in terms of accuracy and reduction of computational cost.
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spelling doaj.art-eac1c8ba7cb14f08b974c6cf149e3cd62022-12-21T22:48:04ZengEDP SciencesMATEC Web of Conferences2261-236X2016-01-01830500410.1051/matecconf/20168305004matecconf_csndd2016_05004Low cost metamodel for robust design of periodic nonlinear coupled micro-systemsChikhaoui K.Bouhaddi N.Kacem N.Guedri M.Soula M.To achieve robust design, in presence of uncertainty, nonlinearity and structural periodicity, a metamodel combining the Latin Hypercube Sampling (LHS) method for uncertainty propagation and an enriched Craig-Bampton Component Mode Synthesis approach (CB-CMS) for model reduction is proposed. Its application to predict the time responses of a stochastic periodic nonlinear micro-system proves its efficiency in terms of accuracy and reduction of computational cost.http://dx.doi.org/10.1051/matecconf/20168305004
spellingShingle Chikhaoui K.
Bouhaddi N.
Kacem N.
Guedri M.
Soula M.
Low cost metamodel for robust design of periodic nonlinear coupled micro-systems
MATEC Web of Conferences
title Low cost metamodel for robust design of periodic nonlinear coupled micro-systems
title_full Low cost metamodel for robust design of periodic nonlinear coupled micro-systems
title_fullStr Low cost metamodel for robust design of periodic nonlinear coupled micro-systems
title_full_unstemmed Low cost metamodel for robust design of periodic nonlinear coupled micro-systems
title_short Low cost metamodel for robust design of periodic nonlinear coupled micro-systems
title_sort low cost metamodel for robust design of periodic nonlinear coupled micro systems
url http://dx.doi.org/10.1051/matecconf/20168305004
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AT bouhaddin lowcostmetamodelforrobustdesignofperiodicnonlinearcoupledmicrosystems
AT kacemn lowcostmetamodelforrobustdesignofperiodicnonlinearcoupledmicrosystems
AT guedrim lowcostmetamodelforrobustdesignofperiodicnonlinearcoupledmicrosystems
AT soulam lowcostmetamodelforrobustdesignofperiodicnonlinearcoupledmicrosystems