Cargando…
Inverse Identification of Single-Crystal Plasticity Parameters of HCP Zinc from Nanoindentation Curves and Residual Topographies
This paper investigates the orientation-dependent characteristics of pure zinc under localized loading using nanoindentation experiments and crystal plasticity finite element (CPFEM) simulations. Nanoindentation experiments on different grain orientations exhibited distinct load–depth responses. Ato...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8838327/ https://www.ncbi.nlm.nih.gov/pubmed/35159645 http://dx.doi.org/10.3390/nano12030300 |
_version_ | 1784650100278034432 |
---|---|
author | Nguyen, Pham T. N. Abbès, Fazilay Lecomte, Jean-Sébastien Schuman, Christophe Abbès, Boussad |
author_facet | Nguyen, Pham T. N. Abbès, Fazilay Lecomte, Jean-Sébastien Schuman, Christophe Abbès, Boussad |
author_sort | Nguyen, Pham T. N. |
collection | PubMed |
description | This paper investigates the orientation-dependent characteristics of pure zinc under localized loading using nanoindentation experiments and crystal plasticity finite element (CPFEM) simulations. Nanoindentation experiments on different grain orientations exhibited distinct load–depth responses. Atomic force microscopy revealed two-fold unsymmetrical material pile-up patterns. Obtaining crystal plasticity model parameters usually requires time-consuming micromechanical tests. Inverse analysis using experimental and simulated loading–unloading nanoindentation curves of individual grains is commonly used, however the solution to the inverse identification problem is not necessarily unique. In this study, an approach is presented allowing the identification of CPFEM constitutive parameters from nanoindentation curves and residual topographies. The proposed approach combines the response surface methodology together with a genetic algorithm to determine an optimal set of parameters. The CPFEM simulations corroborate with measured nanoindentation curves and residual profiles and reveal the evolution of deformation activity underneath the indenter. |
format | Online Article Text |
id | pubmed-8838327 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-88383272022-02-13 Inverse Identification of Single-Crystal Plasticity Parameters of HCP Zinc from Nanoindentation Curves and Residual Topographies Nguyen, Pham T. N. Abbès, Fazilay Lecomte, Jean-Sébastien Schuman, Christophe Abbès, Boussad Nanomaterials (Basel) Article This paper investigates the orientation-dependent characteristics of pure zinc under localized loading using nanoindentation experiments and crystal plasticity finite element (CPFEM) simulations. Nanoindentation experiments on different grain orientations exhibited distinct load–depth responses. Atomic force microscopy revealed two-fold unsymmetrical material pile-up patterns. Obtaining crystal plasticity model parameters usually requires time-consuming micromechanical tests. Inverse analysis using experimental and simulated loading–unloading nanoindentation curves of individual grains is commonly used, however the solution to the inverse identification problem is not necessarily unique. In this study, an approach is presented allowing the identification of CPFEM constitutive parameters from nanoindentation curves and residual topographies. The proposed approach combines the response surface methodology together with a genetic algorithm to determine an optimal set of parameters. The CPFEM simulations corroborate with measured nanoindentation curves and residual profiles and reveal the evolution of deformation activity underneath the indenter. MDPI 2022-01-18 /pmc/articles/PMC8838327/ /pubmed/35159645 http://dx.doi.org/10.3390/nano12030300 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Nguyen, Pham T. N. Abbès, Fazilay Lecomte, Jean-Sébastien Schuman, Christophe Abbès, Boussad Inverse Identification of Single-Crystal Plasticity Parameters of HCP Zinc from Nanoindentation Curves and Residual Topographies |
title | Inverse Identification of Single-Crystal Plasticity Parameters of HCP Zinc from Nanoindentation Curves and Residual Topographies |
title_full | Inverse Identification of Single-Crystal Plasticity Parameters of HCP Zinc from Nanoindentation Curves and Residual Topographies |
title_fullStr | Inverse Identification of Single-Crystal Plasticity Parameters of HCP Zinc from Nanoindentation Curves and Residual Topographies |
title_full_unstemmed | Inverse Identification of Single-Crystal Plasticity Parameters of HCP Zinc from Nanoindentation Curves and Residual Topographies |
title_short | Inverse Identification of Single-Crystal Plasticity Parameters of HCP Zinc from Nanoindentation Curves and Residual Topographies |
title_sort | inverse identification of single-crystal plasticity parameters of hcp zinc from nanoindentation curves and residual topographies |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8838327/ https://www.ncbi.nlm.nih.gov/pubmed/35159645 http://dx.doi.org/10.3390/nano12030300 |
work_keys_str_mv | AT nguyenphamtn inverseidentificationofsinglecrystalplasticityparametersofhcpzincfromnanoindentationcurvesandresidualtopographies AT abbesfazilay inverseidentificationofsinglecrystalplasticityparametersofhcpzincfromnanoindentationcurvesandresidualtopographies AT lecomtejeansebastien inverseidentificationofsinglecrystalplasticityparametersofhcpzincfromnanoindentationcurvesandresidualtopographies AT schumanchristophe inverseidentificationofsinglecrystalplasticityparametersofhcpzincfromnanoindentationcurvesandresidualtopographies AT abbesboussad inverseidentificationofsinglecrystalplasticityparametersofhcpzincfromnanoindentationcurvesandresidualtopographies |