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Development and verification of a physiologically motivated internal controller for the open-source extended Hill-type muscle model in LS-DYNA
Nowadays, active human body models are becoming essential tools for the development of integrated occupant safety systems. However, their broad application in industry and research is limited due to the complexity of incorporated muscle controllers, the long simulation runtime, and the non-regular u...
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/PMC10613192/ https://www.ncbi.nlm.nih.gov/pubmed/37542621 http://dx.doi.org/10.1007/s10237-023-01748-9 |
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author | Martynenko, Oleksandr V. Kempter, Fabian Kleinbach, Christian Nölle, Lennart V. Lerge, Patrick Schmitt, Syn Fehr, Jörg |
author_facet | Martynenko, Oleksandr V. Kempter, Fabian Kleinbach, Christian Nölle, Lennart V. Lerge, Patrick Schmitt, Syn Fehr, Jörg |
author_sort | Martynenko, Oleksandr V. |
collection | PubMed |
description | Nowadays, active human body models are becoming essential tools for the development of integrated occupant safety systems. However, their broad application in industry and research is limited due to the complexity of incorporated muscle controllers, the long simulation runtime, and the non-regular use of physiological motor control approaches. The purpose of this study is to address the challenges in all indicated directions by implementing a muscle controller with several physiologically inspired control strategies into an open-source extended Hill-type muscle model formulated as LS-DYNA user-defined umat41 subroutine written in the Fortran programming language. This results in increased usability, runtime performance and physiological accuracy compared to the standard muscle material existing in LS-DYNA. The proposed controller code is verified with extensive experimental data that include findings for arm muscles, the cervical spine region, and the whole body. Selected verification experiments cover three different muscle activation situations: (1) passive state, (2) open-loop and closed-loop muscle activation, and (3) reflexive behaviour. Two whole body finite element models, the 50th percentile female VIVA OpenHBM and the 50th percentile male THUMS v5, are used for simulations, complemented by the simplified arm model extracted from the 50th percentile male THUMS v3. The obtained results are evaluated additionally with the CORrelation and Analysis methodology and the mean squared error method, showing good to excellent biofidelity and sufficient agreement with the experimental data. It was shown additionally how the integrated controller allows simplified mimicking of the movements for similar musculoskeletal models using the parameters transfer method. Furthermore, the Hill-type muscle model presented in this paper shows better kinematic behaviour even in the passive case compared to the existing one in LS-DYNA due to its improved damping and elastic properties. These findings provide a solid evidence base motivating the application of the enhanced muscle material with the internal controller in future studies with Active Human Body Models under different loading conditions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10237-023-01748-9. |
format | Online Article Text |
id | pubmed-10613192 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-106131922023-10-30 Development and verification of a physiologically motivated internal controller for the open-source extended Hill-type muscle model in LS-DYNA Martynenko, Oleksandr V. Kempter, Fabian Kleinbach, Christian Nölle, Lennart V. Lerge, Patrick Schmitt, Syn Fehr, Jörg Biomech Model Mechanobiol Original Paper Nowadays, active human body models are becoming essential tools for the development of integrated occupant safety systems. However, their broad application in industry and research is limited due to the complexity of incorporated muscle controllers, the long simulation runtime, and the non-regular use of physiological motor control approaches. The purpose of this study is to address the challenges in all indicated directions by implementing a muscle controller with several physiologically inspired control strategies into an open-source extended Hill-type muscle model formulated as LS-DYNA user-defined umat41 subroutine written in the Fortran programming language. This results in increased usability, runtime performance and physiological accuracy compared to the standard muscle material existing in LS-DYNA. The proposed controller code is verified with extensive experimental data that include findings for arm muscles, the cervical spine region, and the whole body. Selected verification experiments cover three different muscle activation situations: (1) passive state, (2) open-loop and closed-loop muscle activation, and (3) reflexive behaviour. Two whole body finite element models, the 50th percentile female VIVA OpenHBM and the 50th percentile male THUMS v5, are used for simulations, complemented by the simplified arm model extracted from the 50th percentile male THUMS v3. The obtained results are evaluated additionally with the CORrelation and Analysis methodology and the mean squared error method, showing good to excellent biofidelity and sufficient agreement with the experimental data. It was shown additionally how the integrated controller allows simplified mimicking of the movements for similar musculoskeletal models using the parameters transfer method. Furthermore, the Hill-type muscle model presented in this paper shows better kinematic behaviour even in the passive case compared to the existing one in LS-DYNA due to its improved damping and elastic properties. These findings provide a solid evidence base motivating the application of the enhanced muscle material with the internal controller in future studies with Active Human Body Models under different loading conditions. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10237-023-01748-9. Springer Berlin Heidelberg 2023-08-05 2023 /pmc/articles/PMC10613192/ /pubmed/37542621 http://dx.doi.org/10.1007/s10237-023-01748-9 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 | Original Paper Martynenko, Oleksandr V. Kempter, Fabian Kleinbach, Christian Nölle, Lennart V. Lerge, Patrick Schmitt, Syn Fehr, Jörg Development and verification of a physiologically motivated internal controller for the open-source extended Hill-type muscle model in LS-DYNA |
title | Development and verification of a physiologically motivated internal controller for the open-source extended Hill-type muscle model in LS-DYNA |
title_full | Development and verification of a physiologically motivated internal controller for the open-source extended Hill-type muscle model in LS-DYNA |
title_fullStr | Development and verification of a physiologically motivated internal controller for the open-source extended Hill-type muscle model in LS-DYNA |
title_full_unstemmed | Development and verification of a physiologically motivated internal controller for the open-source extended Hill-type muscle model in LS-DYNA |
title_short | Development and verification of a physiologically motivated internal controller for the open-source extended Hill-type muscle model in LS-DYNA |
title_sort | development and verification of a physiologically motivated internal controller for the open-source extended hill-type muscle model in ls-dyna |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10613192/ https://www.ncbi.nlm.nih.gov/pubmed/37542621 http://dx.doi.org/10.1007/s10237-023-01748-9 |
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