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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...

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Autores principales: Gangwar, Tarun, Schillinger, Dominik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
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.
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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
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