Digital Twins: State-of-the-Art and Future Directions for Modeling and Simulation in Engineering Dynamics Applications

被引:168
作者
Wagg, D. J. [1 ]
Worden, K. [1 ]
Barthorpe, R. J. [1 ]
Gardner, P. [1 ]
机构
[1] Univ Sheffield, Dynam Res Grp, Dept Mech Engn, Sheffield S1 3JD, S Yorkshire, England
来源
ASCE-ASME JOURNAL OF RISK AND UNCERTAINTY IN ENGINEERING SYSTEMS PART B-MECHANICAL ENGINEERING | 2020年 / 6卷 / 03期
基金
英国工程与自然科学研究理事会;
关键词
DESIGN; SYSTEM; IDENTIFICATION; VERIFICATION; UNCERTAINTY; VALIDATION; NETS;
D O I
10.1115/1.4046739
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper presents a review of the state of the art for digital twins in the application domain of engineering dynamics. The focus on applications in dynamics is because: (i) they offer some of the most challenging aspects of creating an effective digital twin, and (ii) they are relevant to important industrial applications such as energy generation and transport systems. The history of the digital twin is discussed first, along with a review of the associated literature; the process of synthesizing a digital twin is then considered, including definition of the aims and objectives of the digital twin. An example of the asset management phase for a wind turbine is included in order to demonstrate how the synthesis process might be applied in practice. In order to illustrate modeling issues arising in the construction of a digital twin, a detailed case study is presented, based on a physical twin, which is a small-scale three-story structure. This case study shows the progression toward a digital twin highlighting key processes including system identification, data-augmented modeling, and verification and validation. Finally, a discussion of some open research problems and technological challenges is given, including workflow, joints, uncertainty management, and the quantification of trust. In a companion paper, as part of this special issue, a mathematical framework for digital twin applications is developed, and together the authors believe this represents a firm framework for developing digital twin applications in the area of engineering dynamics.
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页数:17
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