How to understand the role of human in digital twins: A digital triplet concept

• This work emphasizes integrating human factors in digital twins for systems with close human interaction • A new digital triplet framework involving human factor has been developed and implemented • A use case of bionic hand is carried out to validate the proposed framework • Performance test has been conducted to evaluate the proposed technical implementation of the use case The concept of the Digital Twin (DT) has been widely discussed across various industries, including manufacturing, aerospace engineering, and civil engineering, due to its ability to offer comprehensive predictions, monitoring, and diagnoses of complex systems. While DTs have been widely adopted in fields such as production engineering, smart cities, and healthcare, human factors are still not sufficiently considered in some areas; however, the role of humans is particularly important in the context of human-centric manufacturing approach like Industry 5.0. Addressing this background, this work proposes the concept of the Digital Triplet (DT3), which extends the conventional DT model by incorporating a ’human entity’ alongside the physical and virtual entities, thereby offering a more holistic representation of human-physical-virtual system interactions. The DT3 framework is validated through a use case involving the development of a bionic hand, where a human hand (represented by a control glove), a bionic hand, and a digital hand are interconnected to form a cohesive triplet system. This example illustrates the practical application of DT3, emphasizing the importance of integrating human elements into digital twin systems to enhance their accuracy, effectiveness, and relevance in the evolving technological landscapes of DT studies.

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Publication Details

Journal
Digital engineering.
Published
2025-06-18
DOI
https://doi.org/10.1016/j.dte.2025.100052
Citations
1
Primary Topic
Digital Transformation in Industry
Type
article
Field-Weighted Citation Impact
1.24

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article

How to understand the role of human in digital twins: A digital triplet concept

Ali Karnoub, Jan Mertes, Matthias Klar, Li Yi et al.
1 citations
Digital engineering.
Digital Transformation in Industry
1.24
article

How to understand the role of human in digital twins: A digital triplet concept

Ali Karnoub, Jan Mertes, Matthias Klar, Li Yi, Daniel Stuber
article en
1 citations

Abstract

• This work emphasizes integrating human factors in digital twins for systems with close human interaction • A new digital triplet framework involving human factor has been developed and implemented • A use case of bionic hand is carried out to validate the proposed framework • Performance test has been conducted to evaluate the proposed technical implementation of the use case The concept of the Digital Twin (DT) has been widely discussed across various industries, including manufacturing, aerospace engineering, and civil engineering, due to its ability to offer comprehensive predictions, monitoring, and diagnoses of complex systems. While DTs have been widely adopted in fields such as production engineering, smart cities, and healthcare, human factors are still not sufficiently considered in some areas; however, the role of humans is particularly important in the context of human-centric manufacturing approach like Industry 5.0. Addressing this background, this work proposes the concept of the Digital Triplet (DT3), which extends the conventional DT model by incorporating a ’human entity’ alongside the physical and virtual entities, thereby offering a more holistic representation of human-physical-virtual system interactions. The DT3 framework is validated through a use case involving the development of a bionic hand, where a human hand (represented by a control glove), a bionic hand, and a digital hand are interconnected to form a cohesive triplet system. This example illustrates the practical application of DT3, emphasizing the importance of integrating human elements into digital twin systems to enhance their accuracy, effectiveness, and relevance in the evolving technological landscapes of DT studies.

Digital engineering.Vol. 6
University of Kaiserslautern (DE), Beijing International Studies University (CN), University of Applied Sciences Kaiserslautern (DE)
National Natural Science Foundation of China
Gender equality
Openalex Percentile: Top 18%
Digital Transformation in Industry
1.24
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