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Systematic review of digital twin technology and applications
As one of the most important applications of digitalization, intelligence, and service, the digital twin (DT) breaks through the constraints of time, space, cost, and security on physical entities, expands and optimizes the relevant functions of physical entities, and enhances their application valu...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Nature Singapore
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10229487/ https://www.ncbi.nlm.nih.gov/pubmed/37249731 http://dx.doi.org/10.1186/s42492-023-00137-4 |
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author | Yao, Jun-Feng Yang, Yong Wang, Xue-Cheng Zhang, Xiao-Peng |
author_facet | Yao, Jun-Feng Yang, Yong Wang, Xue-Cheng Zhang, Xiao-Peng |
author_sort | Yao, Jun-Feng |
collection | PubMed |
description | As one of the most important applications of digitalization, intelligence, and service, the digital twin (DT) breaks through the constraints of time, space, cost, and security on physical entities, expands and optimizes the relevant functions of physical entities, and enhances their application value. This phenomenon has been widely studied in academia and industry. In this study, the concept and definition of DT, as utilized by scholars and researchers in various fields of industry, are summarized. The internal association between DT and related technologies is explained. The four stages of DT development history are identified. The fundamentals of the technology, evaluation indexes, and model frameworks are reviewed. Subsequently, a conceptual ternary model of DT based on time, space, and logic is proposed. The technology and application status of typical DT systems are described. Finally, the current technical challenges of DT technology are analyzed, and directions for future development are discussed. |
format | Online Article Text |
id | pubmed-10229487 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Nature Singapore |
record_format | MEDLINE/PubMed |
spelling | pubmed-102294872023-06-01 Systematic review of digital twin technology and applications Yao, Jun-Feng Yang, Yong Wang, Xue-Cheng Zhang, Xiao-Peng Vis Comput Ind Biomed Art Review As one of the most important applications of digitalization, intelligence, and service, the digital twin (DT) breaks through the constraints of time, space, cost, and security on physical entities, expands and optimizes the relevant functions of physical entities, and enhances their application value. This phenomenon has been widely studied in academia and industry. In this study, the concept and definition of DT, as utilized by scholars and researchers in various fields of industry, are summarized. The internal association between DT and related technologies is explained. The four stages of DT development history are identified. The fundamentals of the technology, evaluation indexes, and model frameworks are reviewed. Subsequently, a conceptual ternary model of DT based on time, space, and logic is proposed. The technology and application status of typical DT systems are described. Finally, the current technical challenges of DT technology are analyzed, and directions for future development are discussed. Springer Nature Singapore 2023-05-30 /pmc/articles/PMC10229487/ /pubmed/37249731 http://dx.doi.org/10.1186/s42492-023-00137-4 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 | Review Yao, Jun-Feng Yang, Yong Wang, Xue-Cheng Zhang, Xiao-Peng Systematic review of digital twin technology and applications |
title | Systematic review of digital twin technology and applications |
title_full | Systematic review of digital twin technology and applications |
title_fullStr | Systematic review of digital twin technology and applications |
title_full_unstemmed | Systematic review of digital twin technology and applications |
title_short | Systematic review of digital twin technology and applications |
title_sort | systematic review of digital twin technology and applications |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10229487/ https://www.ncbi.nlm.nih.gov/pubmed/37249731 http://dx.doi.org/10.1186/s42492-023-00137-4 |
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