Digital Twin: Origin to Future
Цифровой двойник: от возникновения к будущему
2021-05-24
SCID: 54.1/fzmwjduc
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Digital TwinDigital shadowDigital threadIndustry 4.0Predictive maintenance
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Abstract (AI)
Digital Twin (DT) refers to the virtual copy or model of any physical entity (physical twin) both of which are interconnected via exchange of data in real time. Conceptually, a DT mimics the state of its physical twin in real time and vice versa. Application of DT includes real-time monitoring, designing/planning, optimization, maintenance, remote access, etc. Its implementation is expected to grow exponentially in the coming decades. The advent of Industry 4.0 has brought complex industrial systems that are more autonomous, smart, and highly interconnected. These systems generate considerable amounts of data useful for several applications such as improving performance, predictive maintenance, training, etc. A sudden influx in the number of publications related to ‘Digital Twin’ has led to confusion between different terminologies related to the digitalization of industries. Another problem that has arisen due to the growing popularity of DT is a lack of consensus on the description of DT as well as so many different types of DT, which adds to the confusion. This paper intends to consolidate the different types of DT and different definitions of DT throughout the literature for easy identification of DT from the rest of the complimentary terms such as ‘product avatar’, ‘digital thread’, ‘digital model’, and ‘digital shadow’. The paper looks at the concept of DT since its inception to its predicted future to realize the value it can bring to certain sectors. Understanding the characteristics and types of DT while weighing its pros and cons is essential for any researcher, business, or sector before investing in the technology.
Key Findings
1
A Digital Twin is defined as a real-time-connected virtual representation that mimics the state of a physical entity, and vice versa.
2
Digital Twins support applications including real-time monitoring, design and planning, optimization, maintenance, remote access, performance improvement, predictive maintenance, and training.
3
The paper consolidates Digital Twin definitions and types across the literature to facilitate consistent identification and clarify the concept’s evolution from inception toward its future.
4
The rapid growth of Digital Twin publications has created confusion over terminology, definitions, and distinctions from digital models, digital shadows, digital threads, and product avatars.
5
Understanding Digital Twin characteristics, types, advantages, and disadvantages is presented as essential before organizations invest in the technology, whose implementation is expected to grow substantially.
Research Object
Digital Twin (virtual copy/model of a physical entity and its real-time interconnected physical twin)
Research Subject
the definitions, types, characteristics, applications, evolution, benefits, and limitations of Digital Twins
Publication Details
Publication Date
2021-05-24
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References available in scid.ai8
Digital twin-based sustainable intelligent manufacturing: a review2020
Digital Twins and Cyber–Physical Systems toward Smart Manufacturing and Industry 4.0: Correlation and Comparison2019
Digital Twin in Industry: State-of-the-Art2019
Leveraging Digital Twin Technology in Model-Based Systems Engineering2019
A Survey on Digital Twin: Definitions, Characteristics, Applications, and Design Implications2019
The digital twin of an industrial production line within the industry 4.0 concept2017
A Review of the Roles of Digital Twin in CPS-based Production Systems2017
Reengineering Aircraft Structural Life Prediction Using a Digital Twin2011