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A Modular Digital Twinning Framework for Safety Assurance of Collaborative Robotics

Digital twins offer a unique opportunity to design, test, deploy, monitor, and control real-world robotic processes. In this paper we present a novel, modular digital twinning framework developed for the investigation of safety within collaborative robotic manufacturing processes. The modular archit...

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Autores principales: Douthwaite, J.A., Lesage, B., Gleirscher, M., Calinescu, R., Aitken, J. M., Alexander, R., Law, J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8719333/
https://www.ncbi.nlm.nih.gov/pubmed/34977162
http://dx.doi.org/10.3389/frobt.2021.758099
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author Douthwaite, J.A.
Lesage, B.
Gleirscher, M.
Calinescu, R.
Aitken, J. M.
Alexander, R.
Law, J.
author_facet Douthwaite, J.A.
Lesage, B.
Gleirscher, M.
Calinescu, R.
Aitken, J. M.
Alexander, R.
Law, J.
author_sort Douthwaite, J.A.
collection PubMed
description Digital twins offer a unique opportunity to design, test, deploy, monitor, and control real-world robotic processes. In this paper we present a novel, modular digital twinning framework developed for the investigation of safety within collaborative robotic manufacturing processes. The modular architecture supports scalable representations of user-defined cyber-physical environments, and tools for safety analysis and control. This versatile research tool facilitates the creation of mixed environments of Digital Models, Digital Shadows, and Digital Twins, whilst standardising communication and physical system representation across different hardware platforms. The framework is demonstrated as applied to an industrial case-study focused on the safety assurance of a collaborative robotic manufacturing process. We describe the creation of a digital twin scenario, consisting of individual digital twins of entities in the manufacturing case study, and the application of a synthesised safety controller from our wider work. We show how the framework is able to provide adequate evidence to virtually assess safety claims made against the safety controller using a supporting validation module and testing strategy. The implementation, evidence and safety investigation is presented and discussed, raising exciting possibilities for the use of digital twins in robotic safety assurance.
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spelling pubmed-87193332022-01-01 A Modular Digital Twinning Framework for Safety Assurance of Collaborative Robotics Douthwaite, J.A. Lesage, B. Gleirscher, M. Calinescu, R. Aitken, J. M. Alexander, R. Law, J. Front Robot AI Robotics and AI Digital twins offer a unique opportunity to design, test, deploy, monitor, and control real-world robotic processes. In this paper we present a novel, modular digital twinning framework developed for the investigation of safety within collaborative robotic manufacturing processes. The modular architecture supports scalable representations of user-defined cyber-physical environments, and tools for safety analysis and control. This versatile research tool facilitates the creation of mixed environments of Digital Models, Digital Shadows, and Digital Twins, whilst standardising communication and physical system representation across different hardware platforms. The framework is demonstrated as applied to an industrial case-study focused on the safety assurance of a collaborative robotic manufacturing process. We describe the creation of a digital twin scenario, consisting of individual digital twins of entities in the manufacturing case study, and the application of a synthesised safety controller from our wider work. We show how the framework is able to provide adequate evidence to virtually assess safety claims made against the safety controller using a supporting validation module and testing strategy. The implementation, evidence and safety investigation is presented and discussed, raising exciting possibilities for the use of digital twins in robotic safety assurance. Frontiers Media S.A. 2021-12-10 /pmc/articles/PMC8719333/ /pubmed/34977162 http://dx.doi.org/10.3389/frobt.2021.758099 Text en Copyright © 2021 Douthwaite, Lesage, Gleirscher, Calinescu, Aitken, Alexander and Law. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Robotics and AI
Douthwaite, J.A.
Lesage, B.
Gleirscher, M.
Calinescu, R.
Aitken, J. M.
Alexander, R.
Law, J.
A Modular Digital Twinning Framework for Safety Assurance of Collaborative Robotics
title A Modular Digital Twinning Framework for Safety Assurance of Collaborative Robotics
title_full A Modular Digital Twinning Framework for Safety Assurance of Collaborative Robotics
title_fullStr A Modular Digital Twinning Framework for Safety Assurance of Collaborative Robotics
title_full_unstemmed A Modular Digital Twinning Framework for Safety Assurance of Collaborative Robotics
title_short A Modular Digital Twinning Framework for Safety Assurance of Collaborative Robotics
title_sort modular digital twinning framework for safety assurance of collaborative robotics
topic Robotics and AI
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8719333/
https://www.ncbi.nlm.nih.gov/pubmed/34977162
http://dx.doi.org/10.3389/frobt.2021.758099
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