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The harmonic probing method for output-only nonlinear mechanical systems

Bibliographic Details
Main Author: Scussel, Oscar [UNESP]
Publication Date: 2017
Other Authors: da Silva, Samuel [UNESP]
Format: Article
Language: eng
Source: Repositório Institucional da UNESP
Download full: http://dx.doi.org/10.1007/s40430-017-0723-y
http://hdl.handle.net/11449/175074
Summary: Most engineering applications involving vibrating structures are nonlinear in nature and many techniques have been recently investigated to provide a better understanding of such problems. Among the large variety of methods, the harmonic probing has presented useful properties for identification and dynamic analysis of nonlinear systems. The method is conventionally described by the multi-dimensional Fourier transform of the Volterra kernels and it depends on the knowledge of the equations of motion and the respective input and output data. However, this white-box methodology is limited to applications where the input signal is either unknown or even unmeasured. Thus, the present paper is concerned with the development of an extended version of the harmonic probing method to deal with applications where only the outputs are available. The algebraic expressions of the extended Volterra kernels transform and their theoretical properties are provided. The main advantages, novelties and drawbacks of this new approach are discussed and compared with the conventional approach. It is verified that the new kernels can be expressed as a combination of the conventional ones. Numerical tests based on a classical 2DOF Duffing oscillator are carried out and the results reveal the effectiveness and potential of the extended harmonic probing method based on a nonparametric model using new kernels to describe a prediction of vibrating systems in nonlinear regime of motion.
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spelling The harmonic probing method for output-only nonlinear mechanical systemsHarmonic probingNonlinear dynamicsOutput-only identificationVolterra seriesMost engineering applications involving vibrating structures are nonlinear in nature and many techniques have been recently investigated to provide a better understanding of such problems. Among the large variety of methods, the harmonic probing has presented useful properties for identification and dynamic analysis of nonlinear systems. The method is conventionally described by the multi-dimensional Fourier transform of the Volterra kernels and it depends on the knowledge of the equations of motion and the respective input and output data. However, this white-box methodology is limited to applications where the input signal is either unknown or even unmeasured. Thus, the present paper is concerned with the development of an extended version of the harmonic probing method to deal with applications where only the outputs are available. The algebraic expressions of the extended Volterra kernels transform and their theoretical properties are provided. The main advantages, novelties and drawbacks of this new approach are discussed and compared with the conventional approach. It is verified that the new kernels can be expressed as a combination of the conventional ones. Numerical tests based on a classical 2DOF Duffing oscillator are carried out and the results reveal the effectiveness and potential of the extended harmonic probing method based on a nonparametric model using new kernels to describe a prediction of vibrating systems in nonlinear regime of motion.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Departamento de Engenharia Mecânica Faculdade de Engenharia de Ilha Solteira Unesp-Universidade Estadual Paulista, Av. Brasil 56Departamento de Engenharia Mecânica Faculdade de Engenharia de Ilha Solteira Unesp-Universidade Estadual Paulista, Av. Brasil 56FAPESP: 12/091353CNPq: 203610/2014-8CNPq: 47058/2012-0Universidade Estadual Paulista (Unesp)Scussel, Oscar [UNESP]da Silva, Samuel [UNESP]2018-12-11T17:14:06Z2018-12-11T17:14:06Z2017-09-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article3329-3341application/pdfhttp://dx.doi.org/10.1007/s40430-017-0723-yJournal of the Brazilian Society of Mechanical Sciences and Engineering, v. 39, n. 9, p. 3329-3341, 2017.1806-36911678-5878http://hdl.handle.net/11449/17507410.1007/s40430-017-0723-y2-s2.0-850279974982-s2.0-85027997498.pdfScopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengJournal of the Brazilian Society of Mechanical Sciences and Engineering0,362info:eu-repo/semantics/openAccess2024-07-04T20:06:14Zoai:repositorio.unesp.br:11449/175074Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462024-07-04T20:06:14Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv The harmonic probing method for output-only nonlinear mechanical systems
title The harmonic probing method for output-only nonlinear mechanical systems
spellingShingle The harmonic probing method for output-only nonlinear mechanical systems
Scussel, Oscar [UNESP]
Harmonic probing
Nonlinear dynamics
Output-only identification
Volterra series
title_short The harmonic probing method for output-only nonlinear mechanical systems
title_full The harmonic probing method for output-only nonlinear mechanical systems
title_fullStr The harmonic probing method for output-only nonlinear mechanical systems
title_full_unstemmed The harmonic probing method for output-only nonlinear mechanical systems
title_sort The harmonic probing method for output-only nonlinear mechanical systems
author Scussel, Oscar [UNESP]
author_facet Scussel, Oscar [UNESP]
da Silva, Samuel [UNESP]
author_role author
author2 da Silva, Samuel [UNESP]
author2_role author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Scussel, Oscar [UNESP]
da Silva, Samuel [UNESP]
dc.subject.por.fl_str_mv Harmonic probing
Nonlinear dynamics
Output-only identification
Volterra series
topic Harmonic probing
Nonlinear dynamics
Output-only identification
Volterra series
description Most engineering applications involving vibrating structures are nonlinear in nature and many techniques have been recently investigated to provide a better understanding of such problems. Among the large variety of methods, the harmonic probing has presented useful properties for identification and dynamic analysis of nonlinear systems. The method is conventionally described by the multi-dimensional Fourier transform of the Volterra kernels and it depends on the knowledge of the equations of motion and the respective input and output data. However, this white-box methodology is limited to applications where the input signal is either unknown or even unmeasured. Thus, the present paper is concerned with the development of an extended version of the harmonic probing method to deal with applications where only the outputs are available. The algebraic expressions of the extended Volterra kernels transform and their theoretical properties are provided. The main advantages, novelties and drawbacks of this new approach are discussed and compared with the conventional approach. It is verified that the new kernels can be expressed as a combination of the conventional ones. Numerical tests based on a classical 2DOF Duffing oscillator are carried out and the results reveal the effectiveness and potential of the extended harmonic probing method based on a nonparametric model using new kernels to describe a prediction of vibrating systems in nonlinear regime of motion.
publishDate 2017
dc.date.none.fl_str_mv 2017-09-01
2018-12-11T17:14:06Z
2018-12-11T17:14:06Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1007/s40430-017-0723-y
Journal of the Brazilian Society of Mechanical Sciences and Engineering, v. 39, n. 9, p. 3329-3341, 2017.
1806-3691
1678-5878
http://hdl.handle.net/11449/175074
10.1007/s40430-017-0723-y
2-s2.0-85027997498
2-s2.0-85027997498.pdf
url http://dx.doi.org/10.1007/s40430-017-0723-y
http://hdl.handle.net/11449/175074
identifier_str_mv Journal of the Brazilian Society of Mechanical Sciences and Engineering, v. 39, n. 9, p. 3329-3341, 2017.
1806-3691
1678-5878
10.1007/s40430-017-0723-y
2-s2.0-85027997498
2-s2.0-85027997498.pdf
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Journal of the Brazilian Society of Mechanical Sciences and Engineering
0,362
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 3329-3341
application/pdf
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv repositoriounesp@unesp.br
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