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Towards next generation digital twin in robotics: Trends, scopes, challenges, and future
With the advent of Industry 4.0, several cutting-edge technologies such as cyber-physical systems, digital twins, IoT, robots, big data, cloud computation have emerged. However, how these technologies are interconnected or fused for collaborative and increased functionality is what elevates 4.0 to a...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9941953/ https://www.ncbi.nlm.nih.gov/pubmed/36825188 http://dx.doi.org/10.1016/j.heliyon.2023.e13359 |
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author | Mazumder, A. Sahed, M.F. Tasneem, Z. Das, P. Badal, F.R. Ali, M.F. Ahamed, M.H. Abhi, S.H. Sarker, S.K. Das, S.K. Hasan, M.M. Islam, M.M. Islam, M.R. |
author_facet | Mazumder, A. Sahed, M.F. Tasneem, Z. Das, P. Badal, F.R. Ali, M.F. Ahamed, M.H. Abhi, S.H. Sarker, S.K. Das, S.K. Hasan, M.M. Islam, M.M. Islam, M.R. |
author_sort | Mazumder, A. |
collection | PubMed |
description | With the advent of Industry 4.0, several cutting-edge technologies such as cyber-physical systems, digital twins, IoT, robots, big data, cloud computation have emerged. However, how these technologies are interconnected or fused for collaborative and increased functionality is what elevates 4.0 to a grand scale. Among these fusions, the digital twin (DT) in robotics is relatively new but has unrivaled possibilities. In order to move forward with DT-integrated robotics research, a complete evaluation of the literature and the creation of a framework are now required. Given the importance of this research, the paper seeks to explore the trends of DT incorporated robotics in both high and low research saturated robotic domains in order to discover the gap, rising and dying trends, potential scopes, challenges, and viable solutions. Finally, considering the findings, the study proposes a framework based on a hypothesis for the future paradigm of DT incorporated robotics. |
format | Online Article Text |
id | pubmed-9941953 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-99419532023-02-22 Towards next generation digital twin in robotics: Trends, scopes, challenges, and future Mazumder, A. Sahed, M.F. Tasneem, Z. Das, P. Badal, F.R. Ali, M.F. Ahamed, M.H. Abhi, S.H. Sarker, S.K. Das, S.K. Hasan, M.M. Islam, M.M. Islam, M.R. Heliyon Review Article With the advent of Industry 4.0, several cutting-edge technologies such as cyber-physical systems, digital twins, IoT, robots, big data, cloud computation have emerged. However, how these technologies are interconnected or fused for collaborative and increased functionality is what elevates 4.0 to a grand scale. Among these fusions, the digital twin (DT) in robotics is relatively new but has unrivaled possibilities. In order to move forward with DT-integrated robotics research, a complete evaluation of the literature and the creation of a framework are now required. Given the importance of this research, the paper seeks to explore the trends of DT incorporated robotics in both high and low research saturated robotic domains in order to discover the gap, rising and dying trends, potential scopes, challenges, and viable solutions. Finally, considering the findings, the study proposes a framework based on a hypothesis for the future paradigm of DT incorporated robotics. Elsevier 2023-02-09 /pmc/articles/PMC9941953/ /pubmed/36825188 http://dx.doi.org/10.1016/j.heliyon.2023.e13359 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Review Article Mazumder, A. Sahed, M.F. Tasneem, Z. Das, P. Badal, F.R. Ali, M.F. Ahamed, M.H. Abhi, S.H. Sarker, S.K. Das, S.K. Hasan, M.M. Islam, M.M. Islam, M.R. Towards next generation digital twin in robotics: Trends, scopes, challenges, and future |
title | Towards next generation digital twin in robotics: Trends, scopes, challenges, and future |
title_full | Towards next generation digital twin in robotics: Trends, scopes, challenges, and future |
title_fullStr | Towards next generation digital twin in robotics: Trends, scopes, challenges, and future |
title_full_unstemmed | Towards next generation digital twin in robotics: Trends, scopes, challenges, and future |
title_short | Towards next generation digital twin in robotics: Trends, scopes, challenges, and future |
title_sort | towards next generation digital twin in robotics: trends, scopes, challenges, and future |
topic | Review Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9941953/ https://www.ncbi.nlm.nih.gov/pubmed/36825188 http://dx.doi.org/10.1016/j.heliyon.2023.e13359 |
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