Design Optimization of a Random Suspension Device Considering a Reliability Constraint on the Frequency Response Function

Detalhes bibliográficos
Autor(a) principal: Pagnacco,Emmanuel
Data de Publicação: 2016
Outros Autores: Zidani,Hafid, Sampaio,Rubens, Cursi,Eduardo Souza de, Ellaia,Rachid
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Latin American journal of solids and structures (Online)
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1679-78252016000601203
Resumo: Abstract This work deals with the design of a suspension device, idealized as a spring-mass-damper system. The amplitude of a nominal system is constrained to satisfy certain limitations in a given frequency band and the design is to be done as a reliability-based optimization. This constitutes a major difficulty since the constraint becomes a random process. To concentrate in the main ideas, only the stiffness of the system will be considered random. The stiffness is characterized by a uniform random variable, and its mean and standard deviation are the optimization parameters. The design problem is stated as a two-objective optimization. They are the mean and the standard deviation of the stiffness: one search for the lowest stiffness and the greatest standard deviation, while the amplitude response must be within the acceptable domain of vibration, which is prescribed. To generate the Pareto front, the Normal Boundary Intersection method is used in the RFNM algorithm. Results show that a not-connected Pareto curve can be obtained for some choice of constraint. Hence, in this simple example, one shows that difficult situations can occur in the design of dynamic systems when prescribing an amplitude-response hull. Despite the simplicity of the example treated here, chosen to highlight the main ideas without distraction, the strategy proposed here can be generalized for more complex cases and give valuable results, able to help designers to choose for the best compromise between the mean and the standard deviation in reliability-based designs.
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spelling Design Optimization of a Random Suspension Device Considering a Reliability Constraint on the Frequency Response FunctionStructural dynamicrandom systemuncertaintymulti-objective optimizationPareto frontAbstract This work deals with the design of a suspension device, idealized as a spring-mass-damper system. The amplitude of a nominal system is constrained to satisfy certain limitations in a given frequency band and the design is to be done as a reliability-based optimization. This constitutes a major difficulty since the constraint becomes a random process. To concentrate in the main ideas, only the stiffness of the system will be considered random. The stiffness is characterized by a uniform random variable, and its mean and standard deviation are the optimization parameters. The design problem is stated as a two-objective optimization. They are the mean and the standard deviation of the stiffness: one search for the lowest stiffness and the greatest standard deviation, while the amplitude response must be within the acceptable domain of vibration, which is prescribed. To generate the Pareto front, the Normal Boundary Intersection method is used in the RFNM algorithm. Results show that a not-connected Pareto curve can be obtained for some choice of constraint. Hence, in this simple example, one shows that difficult situations can occur in the design of dynamic systems when prescribing an amplitude-response hull. Despite the simplicity of the example treated here, chosen to highlight the main ideas without distraction, the strategy proposed here can be generalized for more complex cases and give valuable results, able to help designers to choose for the best compromise between the mean and the standard deviation in reliability-based designs.Associação Brasileira de Ciências Mecânicas2016-06-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1679-78252016000601203Latin American Journal of Solids and Structures v.13 n.6 2016reponame:Latin American journal of solids and structures (Online)instname:Associação Brasileira de Engenharia e Ciências Mecânicas (ABCM)instacron:ABCM10.1590/1679-78252151info:eu-repo/semantics/openAccessPagnacco,EmmanuelZidani,HafidSampaio,RubensCursi,Eduardo Souza deEllaia,Rachideng2016-07-01T00:00:00Zoai:scielo:S1679-78252016000601203Revistahttp://www.scielo.br/scielo.php?script=sci_serial&pid=1679-7825&lng=pt&nrm=isohttps://old.scielo.br/oai/scielo-oai.phpabcm@abcm.org.br||maralves@usp.br1679-78251679-7817opendoar:2016-07-01T00:00Latin American journal of solids and structures (Online) - Associação Brasileira de Engenharia e Ciências Mecânicas (ABCM)false
dc.title.none.fl_str_mv Design Optimization of a Random Suspension Device Considering a Reliability Constraint on the Frequency Response Function
title Design Optimization of a Random Suspension Device Considering a Reliability Constraint on the Frequency Response Function
spellingShingle Design Optimization of a Random Suspension Device Considering a Reliability Constraint on the Frequency Response Function
Pagnacco,Emmanuel
Structural dynamic
random system
uncertainty
multi-objective optimization
Pareto front
title_short Design Optimization of a Random Suspension Device Considering a Reliability Constraint on the Frequency Response Function
title_full Design Optimization of a Random Suspension Device Considering a Reliability Constraint on the Frequency Response Function
title_fullStr Design Optimization of a Random Suspension Device Considering a Reliability Constraint on the Frequency Response Function
title_full_unstemmed Design Optimization of a Random Suspension Device Considering a Reliability Constraint on the Frequency Response Function
title_sort Design Optimization of a Random Suspension Device Considering a Reliability Constraint on the Frequency Response Function
author Pagnacco,Emmanuel
author_facet Pagnacco,Emmanuel
Zidani,Hafid
Sampaio,Rubens
Cursi,Eduardo Souza de
Ellaia,Rachid
author_role author
author2 Zidani,Hafid
Sampaio,Rubens
Cursi,Eduardo Souza de
Ellaia,Rachid
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Pagnacco,Emmanuel
Zidani,Hafid
Sampaio,Rubens
Cursi,Eduardo Souza de
Ellaia,Rachid
dc.subject.por.fl_str_mv Structural dynamic
random system
uncertainty
multi-objective optimization
Pareto front
topic Structural dynamic
random system
uncertainty
multi-objective optimization
Pareto front
description Abstract This work deals with the design of a suspension device, idealized as a spring-mass-damper system. The amplitude of a nominal system is constrained to satisfy certain limitations in a given frequency band and the design is to be done as a reliability-based optimization. This constitutes a major difficulty since the constraint becomes a random process. To concentrate in the main ideas, only the stiffness of the system will be considered random. The stiffness is characterized by a uniform random variable, and its mean and standard deviation are the optimization parameters. The design problem is stated as a two-objective optimization. They are the mean and the standard deviation of the stiffness: one search for the lowest stiffness and the greatest standard deviation, while the amplitude response must be within the acceptable domain of vibration, which is prescribed. To generate the Pareto front, the Normal Boundary Intersection method is used in the RFNM algorithm. Results show that a not-connected Pareto curve can be obtained for some choice of constraint. Hence, in this simple example, one shows that difficult situations can occur in the design of dynamic systems when prescribing an amplitude-response hull. Despite the simplicity of the example treated here, chosen to highlight the main ideas without distraction, the strategy proposed here can be generalized for more complex cases and give valuable results, able to help designers to choose for the best compromise between the mean and the standard deviation in reliability-based designs.
publishDate 2016
dc.date.none.fl_str_mv 2016-06-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1679-78252016000601203
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1679-78252016000601203
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/1679-78252151
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Associação Brasileira de Ciências Mecânicas
publisher.none.fl_str_mv Associação Brasileira de Ciências Mecânicas
dc.source.none.fl_str_mv Latin American Journal of Solids and Structures v.13 n.6 2016
reponame:Latin American journal of solids and structures (Online)
instname:Associação Brasileira de Engenharia e Ciências Mecânicas (ABCM)
instacron:ABCM
instname_str Associação Brasileira de Engenharia e Ciências Mecânicas (ABCM)
instacron_str ABCM
institution ABCM
reponame_str Latin American journal of solids and structures (Online)
collection Latin American journal of solids and structures (Online)
repository.name.fl_str_mv Latin American journal of solids and structures (Online) - Associação Brasileira de Engenharia e Ciências Mecânicas (ABCM)
repository.mail.fl_str_mv abcm@abcm.org.br||maralves@usp.br
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