Comparison of inverse identification strategies for constitutive mechanical models using full-field measurements

Bibliographic Details
Main Author: Martins, J.M.P.
Publication Date: 2018
Other Authors: Andrade-Campos, A., Thuillier, S.
Format: Article
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10773/36952
Summary: The calibration of phenomenological constitutive material models has been a constant need, because the parameters differ for each material and the ability of a model to mimic the real behaviour of a material is highly dependent on the quality of these parameters. Classically, the parameters of constitutive models are determined by standard tests under the assumption of homogeneous strain and stress fields in the zone of interest. However, in the last decade, Digital Image Correlation techniques and full-field measurements have enabled the development of new parameter identification strategies, such as the Finite Element Model Updating, the Constitutive Equation Gap Method, the Equilibrium Gap Method and the Virtual Fields Method. Although these new strategies have proven to be effective for linear and non-linear models, the implementation procedure for some of them is still a laborious task. The aim of this work is to give a detailed insight into the implementation aspects and validation of these methods. Detailed flowcharts of each strategy, focusing on the implementation aspects, are presented and their advantages and disadvantages are discussed. Moreover, these modern strategies are compared for the cases of homogeneous isotropic linear elasticity and isotropic plasticity with isotropic hardening. A simple numerical example is used to validate and compare the different strategies.
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spelling Comparison of inverse identification strategies for constitutive mechanical models using full-field measurementsParameter identificationInverse problemFull-field measurementsFinite element methodLinear elasticityElasto-plasticityThe calibration of phenomenological constitutive material models has been a constant need, because the parameters differ for each material and the ability of a model to mimic the real behaviour of a material is highly dependent on the quality of these parameters. Classically, the parameters of constitutive models are determined by standard tests under the assumption of homogeneous strain and stress fields in the zone of interest. However, in the last decade, Digital Image Correlation techniques and full-field measurements have enabled the development of new parameter identification strategies, such as the Finite Element Model Updating, the Constitutive Equation Gap Method, the Equilibrium Gap Method and the Virtual Fields Method. Although these new strategies have proven to be effective for linear and non-linear models, the implementation procedure for some of them is still a laborious task. The aim of this work is to give a detailed insight into the implementation aspects and validation of these methods. Detailed flowcharts of each strategy, focusing on the implementation aspects, are presented and their advantages and disadvantages are discussed. Moreover, these modern strategies are compared for the cases of homogeneous isotropic linear elasticity and isotropic plasticity with isotropic hardening. A simple numerical example is used to validate and compare the different strategies.Elsevier2023-04-12T14:49:00Z2018-09-01T00:00:00Z2018-09info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10773/36952eng0020-740310.1016/j.ijmecsci.2018.07.013Martins, J.M.P.Andrade-Campos, A.Thuillier, S.info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-05-06T04:44:24Zoai:ria.ua.pt:10773/36952Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T14:18:45.293252Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Comparison of inverse identification strategies for constitutive mechanical models using full-field measurements
title Comparison of inverse identification strategies for constitutive mechanical models using full-field measurements
spellingShingle Comparison of inverse identification strategies for constitutive mechanical models using full-field measurements
Martins, J.M.P.
Parameter identification
Inverse problem
Full-field measurements
Finite element method
Linear elasticity
Elasto-plasticity
title_short Comparison of inverse identification strategies for constitutive mechanical models using full-field measurements
title_full Comparison of inverse identification strategies for constitutive mechanical models using full-field measurements
title_fullStr Comparison of inverse identification strategies for constitutive mechanical models using full-field measurements
title_full_unstemmed Comparison of inverse identification strategies for constitutive mechanical models using full-field measurements
title_sort Comparison of inverse identification strategies for constitutive mechanical models using full-field measurements
author Martins, J.M.P.
author_facet Martins, J.M.P.
Andrade-Campos, A.
Thuillier, S.
author_role author
author2 Andrade-Campos, A.
Thuillier, S.
author2_role author
author
dc.contributor.author.fl_str_mv Martins, J.M.P.
Andrade-Campos, A.
Thuillier, S.
dc.subject.por.fl_str_mv Parameter identification
Inverse problem
Full-field measurements
Finite element method
Linear elasticity
Elasto-plasticity
topic Parameter identification
Inverse problem
Full-field measurements
Finite element method
Linear elasticity
Elasto-plasticity
description The calibration of phenomenological constitutive material models has been a constant need, because the parameters differ for each material and the ability of a model to mimic the real behaviour of a material is highly dependent on the quality of these parameters. Classically, the parameters of constitutive models are determined by standard tests under the assumption of homogeneous strain and stress fields in the zone of interest. However, in the last decade, Digital Image Correlation techniques and full-field measurements have enabled the development of new parameter identification strategies, such as the Finite Element Model Updating, the Constitutive Equation Gap Method, the Equilibrium Gap Method and the Virtual Fields Method. Although these new strategies have proven to be effective for linear and non-linear models, the implementation procedure for some of them is still a laborious task. The aim of this work is to give a detailed insight into the implementation aspects and validation of these methods. Detailed flowcharts of each strategy, focusing on the implementation aspects, are presented and their advantages and disadvantages are discussed. Moreover, these modern strategies are compared for the cases of homogeneous isotropic linear elasticity and isotropic plasticity with isotropic hardening. A simple numerical example is used to validate and compare the different strategies.
publishDate 2018
dc.date.none.fl_str_mv 2018-09-01T00:00:00Z
2018-09
2023-04-12T14:49:00Z
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://hdl.handle.net/10773/36952
url http://hdl.handle.net/10773/36952
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 0020-7403
10.1016/j.ijmecsci.2018.07.013
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dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
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instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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