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Digital Twin: Generalization, characterization and implementation
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DOI：10.1016/j.dss.2021.113524.png)
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摘要
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Digital Twin is one of the promising digital technologies being developed at present to support digital transformation and decision making in multiple industries. While the concept of a Digital Twin is nearly 20 years old, it continues to evolve as it expands to new industries and use cases. This has resulted in a continually increasing variety of definitions that threatens to dilute the concept and lead to ineffective implementations of the technology. There is a need for a consolidated and generalized definition, with clearly established characteristics to distinguish what constitutes a Digital Twin and what does not. This paper reviews 46 Digital Twin definitions given in the literature over the past ten years to propose a generalized definition that encompasses the breadth of options available and provides a detailed characterization which includes criteria to distinguish the Digital Twin from other digital technologies. Next, a process and considerations for the implementation of Digital Twins is presented through a case study. Digital Twin future needs and opportunities are also outlined.
Keyword:
Digital Twin
Decision making
Virtual representation
Model updating
Information fusion
期刊
IF:
6.8
论文数:
3.8K
被引数:
1.5W
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引用论文
C2PS: A Digital Twin Architecture Reference Model for the Cloud-Based Cyber-Physical SystemsC2PS: 基于云的网络物理系统的数字孪生架构参考模型.png)
IEEE ACCESS
OAAI
IEEE ACCESSIF3.6
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