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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...

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Detalles Bibliográficos
Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
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.
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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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