Calculation time optimization for stochastic analysis of an industrial structure

Dynamic analysis of industrial structures may be costly from a numerical point of view. Thus, the need and the importance of reducing the size of the problem become obvious. One of the main hypothesises in the use of component mode synthesis method is that the model is deterministic. That is to say...

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Main Authors: Bendaou O., Elhami A., Aannaque A., Agouzoul M.
Format: Article
Language:English
Published: EDP Sciences 2008-04-01
Series:International Journal for Simulation and Multidisciplinary Design Optimization
Subjects:
Online Access:https://www.ijsmdo.org/articles/smdo/pdf/2008/02/smdo2608.pdf
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author Bendaou O.
Elhami A.
Aannaque A.
Agouzoul M.
author_facet Bendaou O.
Elhami A.
Aannaque A.
Agouzoul M.
author_sort Bendaou O.
collection DOAJ
description Dynamic analysis of industrial structures may be costly from a numerical point of view. Thus, the need and the importance of reducing the size of the problem become obvious. One of the main hypothesises in the use of component mode synthesis method is that the model is deterministic. That is to say the parameters used in the model have defined and fixed values. Furthermore, carrying out the structure's response involving uncertain material, geometrical parameters, limit conditions, manufacturing tolerances and/or loading conditions is essential in a global design process. Our main aim in the present work is to test and validate a method which consists in condensing the system (i.e. to reduce the number of unknowns) and carrying out the stochastic study with a noniterative method. This method makes it possible to solve these problems without using the classical method whereby a direct modal calculation combined with the Monte Carlo simulation is made. The classical method is by nature iterative and hence CPU intensive. A propeller is taken as an example in order to validate the proposed methods. The results obtained agree well with references results and show the effectiveness of the proposed method.
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spelling doaj.art-16333e28b6d84c42a84185cc5cdb84e32022-12-21T23:04:11ZengEDP SciencesInternational Journal for Simulation and Multidisciplinary Design Optimization1779-627X1779-62882008-04-012213514010.1051/smdo:2008018smdo2608Calculation time optimization for stochastic analysis of an industrial structureBendaou O.Elhami A.Aannaque A.Agouzoul M.Dynamic analysis of industrial structures may be costly from a numerical point of view. Thus, the need and the importance of reducing the size of the problem become obvious. One of the main hypothesises in the use of component mode synthesis method is that the model is deterministic. That is to say the parameters used in the model have defined and fixed values. Furthermore, carrying out the structure's response involving uncertain material, geometrical parameters, limit conditions, manufacturing tolerances and/or loading conditions is essential in a global design process. Our main aim in the present work is to test and validate a method which consists in condensing the system (i.e. to reduce the number of unknowns) and carrying out the stochastic study with a noniterative method. This method makes it possible to solve these problems without using the classical method whereby a direct modal calculation combined with the Monte Carlo simulation is made. The classical method is by nature iterative and hence CPU intensive. A propeller is taken as an example in order to validate the proposed methods. The results obtained agree well with references results and show the effectiveness of the proposed method.https://www.ijsmdo.org/articles/smdo/pdf/2008/02/smdo2608.pdfmodal analysismodal synthesisstochastic parametersmonte carlo simulationmuscolino perturbation.
spellingShingle Bendaou O.
Elhami A.
Aannaque A.
Agouzoul M.
Calculation time optimization for stochastic analysis of an industrial structure
International Journal for Simulation and Multidisciplinary Design Optimization
modal analysis
modal synthesis
stochastic parameters
monte carlo simulation
muscolino perturbation.
title Calculation time optimization for stochastic analysis of an industrial structure
title_full Calculation time optimization for stochastic analysis of an industrial structure
title_fullStr Calculation time optimization for stochastic analysis of an industrial structure
title_full_unstemmed Calculation time optimization for stochastic analysis of an industrial structure
title_short Calculation time optimization for stochastic analysis of an industrial structure
title_sort calculation time optimization for stochastic analysis of an industrial structure
topic modal analysis
modal synthesis
stochastic parameters
monte carlo simulation
muscolino perturbation.
url https://www.ijsmdo.org/articles/smdo/pdf/2008/02/smdo2608.pdf
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