Sensitivity analysis of 3D frictional contact with BEM using complex-step differentiation

Detalhes bibliográficos
Autor(a) principal: Ubessi, Cristiano João Brizzi
Data de Publicação: 2018
Outros Autores: Marczak, Rogerio Jose
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFRGS
Texto Completo: http://hdl.handle.net/10183/229971
Resumo: This paper presents a study of the complex step differentiation method applied to a parameter sensitivity analysis for 3D elastic contact problem. The analysis is performed with the Boundary Element Method (BEM) using discontinuous elements and the Generalized Newton Method with line search (GNMls). A standard BEM implementation is used and the contact restrictions are fulfilled through the augmented Lagrangian method. This methodology in conjunction with the BEM avoids the calculation of the nonlinear derivatives during the solution process, allowing a fast and reliable solution procedure. The parameter sensitivity is evaluated using complex-step differentiation. This well-known method approximates the derivative of a function analogously to the standard finite differences method, with the advantages of being numerically exact and nearly insensitive to the step-size. As an example, a Hertz-type problem is solved and the sensitivity of the contact pressures with respect to the Young Modulus variation is evaluated. The obtained results are compared with analytical and numerical solutions found in the literature.
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spelling Ubessi, Cristiano João BrizziMarczak, Rogerio Jose2021-09-22T04:23:22Z20181679-7825http://hdl.handle.net/10183/229971001131581This paper presents a study of the complex step differentiation method applied to a parameter sensitivity analysis for 3D elastic contact problem. The analysis is performed with the Boundary Element Method (BEM) using discontinuous elements and the Generalized Newton Method with line search (GNMls). A standard BEM implementation is used and the contact restrictions are fulfilled through the augmented Lagrangian method. This methodology in conjunction with the BEM avoids the calculation of the nonlinear derivatives during the solution process, allowing a fast and reliable solution procedure. The parameter sensitivity is evaluated using complex-step differentiation. This well-known method approximates the derivative of a function analogously to the standard finite differences method, with the advantages of being numerically exact and nearly insensitive to the step-size. As an example, a Hertz-type problem is solved and the sensitivity of the contact pressures with respect to the Young Modulus variation is evaluated. The obtained results are compared with analytical and numerical solutions found in the literature.application/pdfengLatin American Journal of Solids and Structures [recurso eletrônico]. Rio de Janeiro, RJ. Vol. 15, no. 10 (2018), Art. e76, 17 p.FricçãoElementos de contornoBoundary element methodFrictional contactComplex step methodSensitivity analysis of 3D frictional contact with BEM using complex-step differentiationinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/otherinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFRGSinstname:Universidade Federal do Rio Grande do Sul (UFRGS)instacron:UFRGSTEXT001131581.pdf.txt001131581.pdf.txtExtracted Texttext/plain46230http://www.lume.ufrgs.br/bitstream/10183/229971/2/001131581.pdf.txtba25c3037cf7c8939d38e6f07ea1759dMD52ORIGINAL001131581.pdfTexto completo (inglês)application/pdf1406967http://www.lume.ufrgs.br/bitstream/10183/229971/1/001131581.pdf82a9c3b44f51c70ef4aec283b19b44e6MD5110183/2299712021-11-20 05:43:24.714656oai:www.lume.ufrgs.br:10183/229971Repositório de PublicaçõesPUBhttps://lume.ufrgs.br/oai/requestopendoar:2021-11-20T07:43:24Repositório Institucional da UFRGS - Universidade Federal do Rio Grande do Sul (UFRGS)false
dc.title.pt_BR.fl_str_mv Sensitivity analysis of 3D frictional contact with BEM using complex-step differentiation
title Sensitivity analysis of 3D frictional contact with BEM using complex-step differentiation
spellingShingle Sensitivity analysis of 3D frictional contact with BEM using complex-step differentiation
Ubessi, Cristiano João Brizzi
Fricção
Elementos de contorno
Boundary element method
Frictional contact
Complex step method
title_short Sensitivity analysis of 3D frictional contact with BEM using complex-step differentiation
title_full Sensitivity analysis of 3D frictional contact with BEM using complex-step differentiation
title_fullStr Sensitivity analysis of 3D frictional contact with BEM using complex-step differentiation
title_full_unstemmed Sensitivity analysis of 3D frictional contact with BEM using complex-step differentiation
title_sort Sensitivity analysis of 3D frictional contact with BEM using complex-step differentiation
author Ubessi, Cristiano João Brizzi
author_facet Ubessi, Cristiano João Brizzi
Marczak, Rogerio Jose
author_role author
author2 Marczak, Rogerio Jose
author2_role author
dc.contributor.author.fl_str_mv Ubessi, Cristiano João Brizzi
Marczak, Rogerio Jose
dc.subject.por.fl_str_mv Fricção
Elementos de contorno
topic Fricção
Elementos de contorno
Boundary element method
Frictional contact
Complex step method
dc.subject.eng.fl_str_mv Boundary element method
Frictional contact
Complex step method
description This paper presents a study of the complex step differentiation method applied to a parameter sensitivity analysis for 3D elastic contact problem. The analysis is performed with the Boundary Element Method (BEM) using discontinuous elements and the Generalized Newton Method with line search (GNMls). A standard BEM implementation is used and the contact restrictions are fulfilled through the augmented Lagrangian method. This methodology in conjunction with the BEM avoids the calculation of the nonlinear derivatives during the solution process, allowing a fast and reliable solution procedure. The parameter sensitivity is evaluated using complex-step differentiation. This well-known method approximates the derivative of a function analogously to the standard finite differences method, with the advantages of being numerically exact and nearly insensitive to the step-size. As an example, a Hertz-type problem is solved and the sensitivity of the contact pressures with respect to the Young Modulus variation is evaluated. The obtained results are compared with analytical and numerical solutions found in the literature.
publishDate 2018
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dc.relation.ispartof.pt_BR.fl_str_mv Latin American Journal of Solids and Structures [recurso eletrônico]. Rio de Janeiro, RJ. Vol. 15, no. 10 (2018), Art. e76, 17 p.
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