Digital Twin: Generalization, characterization and implementation
作者:
Highlights:
• Definitions of a Digital Twin can be characterized by three primary components.
• Digital Twins can be distinguished from other digital modeling and simulation.
• Successful Digital Twin scoping based on set outcomes and principle of parsimony.
摘要
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.
论文关键词:Digital Twin,Decision making,Virtual representation,Model updating,Information fusion
论文评审过程:Received 10 June 2020, Revised 10 February 2021, Accepted 11 February 2021, Available online 16 February 2021, Version of Record 12 April 2021.
论文官网地址:https://doi.org/10.1016/j.dss.2021.113524