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Thermodynamically consistent concurrent material and structure optimization of elastoplastic multiphase hierarchical systems
The concept of concurrent material and structure optimization aims at alleviating the computational discovery of optimum microstructure configurations in multiphase hierarchical systems, whose macroscale behavior is governed by their microstructure composition that can evolve over multiple length sc...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10439103/ https://www.ncbi.nlm.nih.gov/pubmed/37600469 http://dx.doi.org/10.1007/s00158-023-03648-z |
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author | Gangwar, Tarun Schillinger, Dominik |
author_facet | Gangwar, Tarun Schillinger, Dominik |
author_sort | Gangwar, Tarun |
collection | PubMed |
description | The concept of concurrent material and structure optimization aims at alleviating the computational discovery of optimum microstructure configurations in multiphase hierarchical systems, whose macroscale behavior is governed by their microstructure composition that can evolve over multiple length scales from a few micrometers to centimeters. It is based on the split of the multiscale optimization problem into two nested sub-problems, one at the macroscale (structure) and the other at the microscales (material). In this paper, we establish a novel formulation of concurrent material and structure optimization for multiphase hierarchical systems with elastoplastic constituents at the material scales. Exploiting the thermomechanical foundations of elastoplasticity, we reformulate the material optimization problem based on the maximum plastic dissipation principle such that it assumes the format of an elastoplastic constitutive law and can be efficiently solved via modified return mapping algorithms. We integrate continuum micromechanics based estimates of the stiffness and the yield criterion into the formulation, which opens the door to a computationally feasible treatment of the material optimization problem. To demonstrate the accuracy and robustness of our framework, we define new benchmark tests with several material scales that, for the first time, become computationally feasible. We argue that our formulation naturally extends to multiscale optimization under further path-dependent effects such as viscoplasticity or multiscale fracture and damage. |
format | Online Article Text |
id | pubmed-10439103 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-104391032023-08-20 Thermodynamically consistent concurrent material and structure optimization of elastoplastic multiphase hierarchical systems Gangwar, Tarun Schillinger, Dominik Struct Multidiscipl Optim Research Paper The concept of concurrent material and structure optimization aims at alleviating the computational discovery of optimum microstructure configurations in multiphase hierarchical systems, whose macroscale behavior is governed by their microstructure composition that can evolve over multiple length scales from a few micrometers to centimeters. It is based on the split of the multiscale optimization problem into two nested sub-problems, one at the macroscale (structure) and the other at the microscales (material). In this paper, we establish a novel formulation of concurrent material and structure optimization for multiphase hierarchical systems with elastoplastic constituents at the material scales. Exploiting the thermomechanical foundations of elastoplasticity, we reformulate the material optimization problem based on the maximum plastic dissipation principle such that it assumes the format of an elastoplastic constitutive law and can be efficiently solved via modified return mapping algorithms. We integrate continuum micromechanics based estimates of the stiffness and the yield criterion into the formulation, which opens the door to a computationally feasible treatment of the material optimization problem. To demonstrate the accuracy and robustness of our framework, we define new benchmark tests with several material scales that, for the first time, become computationally feasible. We argue that our formulation naturally extends to multiscale optimization under further path-dependent effects such as viscoplasticity or multiscale fracture and damage. Springer Berlin Heidelberg 2023-08-18 2023 /pmc/articles/PMC10439103/ /pubmed/37600469 http://dx.doi.org/10.1007/s00158-023-03648-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Paper Gangwar, Tarun Schillinger, Dominik Thermodynamically consistent concurrent material and structure optimization of elastoplastic multiphase hierarchical systems |
title | Thermodynamically consistent concurrent material and structure optimization of elastoplastic multiphase hierarchical systems |
title_full | Thermodynamically consistent concurrent material and structure optimization of elastoplastic multiphase hierarchical systems |
title_fullStr | Thermodynamically consistent concurrent material and structure optimization of elastoplastic multiphase hierarchical systems |
title_full_unstemmed | Thermodynamically consistent concurrent material and structure optimization of elastoplastic multiphase hierarchical systems |
title_short | Thermodynamically consistent concurrent material and structure optimization of elastoplastic multiphase hierarchical systems |
title_sort | thermodynamically consistent concurrent material and structure optimization of elastoplastic multiphase hierarchical systems |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10439103/ https://www.ncbi.nlm.nih.gov/pubmed/37600469 http://dx.doi.org/10.1007/s00158-023-03648-z |
work_keys_str_mv | AT gangwartarun thermodynamicallyconsistentconcurrentmaterialandstructureoptimizationofelastoplasticmultiphasehierarchicalsystems AT schillingerdominik thermodynamicallyconsistentconcurrentmaterialandstructureoptimizationofelastoplasticmultiphasehierarchicalsystems |