Digital Twin in the IoT Context: A Survey on Technical Features, Scenarios, and Architectural Models
Цифровой двойник в контексте Интернета вещей: обзор технических характеристик, сценариев применения и архитектурных моделей
2020-06-18
SCID: 54.1/9es9ftje
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Internet of Thingsarchitectural modeldigital twinsoftware architecture modelssoftwarization
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Abstract (AI)
Digital twin (DT) is an emerging concept that is gaining attention in various industries. It refers to the ability to clone a physical object (PO) into a software counterpart. The softwarized object, termed logical object, reflects all the important properties and characteristics of the original object within a specific application context. To fully determine the expected properties of the DT, this article surveys the state-of-the-art starting from the original definition within the manufacturing industry. It takes into account related proposals emerging in other fields, namely augmented and virtual reality (e.g., avatars), multiagent systems, and virtualization. This survey thereby allows for the identification of an extensive set of DT features that point to the “softwarization” of POs. To properly consolidate a shared DT definition, a set of foundational properties is identified and proposed as a common ground outlining the essential characteristics (must-haves) of a DT. Once the DT definition has been consolidated, its technical and business value is discussed in terms of applicability and opportunities. Four application scenarios illustrate how the DT concept can be used and how some industries are applying it. The scenarios also lead to a generic DT architectural model. This analysis is then complemented by the identification of software architecture models and guidelines in order to present a general functional framework for the DT. This article, eventually, analyses a set of possible evolution paths for the DT considering its possible usage as a major enabler for the softwarization process.
Key Findings
1
Four application scenarios demonstrate digital-twin applicability across industries and inform a generic digital-twin architectural model.
2
It identifies an extensive set of digital-twin features that characterize the softwarization of physical objects within application contexts.
3
Software architecture models and guidelines are synthesized into a general functional framework, while potential evolution paths position digital twins as enablers of softwarization.
4
The article proposes foundational properties as shared must-have characteristics for establishing a common digital-twin definition.
5
The survey consolidates digital-twin concepts across manufacturing, augmented and virtual reality, multiagent systems, and virtualization.
Research Object
Digital twin systems that clone physical objects into software-based logical counterparts in IoT and industrial application contexts
Research Subject
The foundational technical features, architectural models, application scenarios, and evolution paths that define and enable digital-twin softwarization
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2020-06-18
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