Digital Twin Design in Production

Wagner, Sarah; Milde, Michael; Barhebwa-Mushamuka, Félicien; Reinhart, Gunther

doi:10.1007/978-3-030-90700-6_38

Cited by 10 publications

(9 citation statements)

References 18 publications

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“…This is why DTs seek to make the most significant impact within this setting. The current growth is in line with the industry 4.0 concept, coined the fourth industrial revolution; this harnesses the connectivity of devices to make the concept of DT a reality for manufacturing processes [21][22][23]. DT has the potential to provide real-time status on machines' performance as well as production line feedback.…”

Section: Applications Of Digital Twinsmentioning

confidence: 89%

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Overview on Digital Twin for Autonomous Electrical Vehicles Propulsion Drive System

et al. 2022

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The significant progress in the electric automotive industry brought a higher need for new technological innovations. Digital Twin (DT) is one of the hottest trends of the fourth industrial revolution. It allows representing physical assets under various operating conditions in a low-cost and zero-risk environment. DTs are used in many different fields from aerospace to healthcare. However, one of the perspective applications of such technology is the automotive industry. This paper presents an overview of the implementation of DT technology in electric vehicles (EV) propulsion drive systems. A general review of DT technology is supplemented with main applications analysis and comparison between different simulation technologies. Primary attention is given to the adaptation of DT technology for EV propulsion drive systems.

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Section: Applications Of Digital Twinsmentioning

confidence: 89%

“…It needs to be a seamless transition from the preceding model to the new model. A slight mistake during the process can undermine the brand's value and profitability [21]. A DT helps to integrate data between previous-generation models with the new concept in their digital formats.…”

Section: Applications Of Digital Twinsmentioning

confidence: 99%

Overview on Digital Twin for Autonomous Electrical Vehicles Propulsion Drive System

et al. 2022

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“…Therefore, it is crucial to determine the appropriate level of fidelity for DT. 72 Jones et al (2020) 62 argue that DT fidelity levels comprise multiple dimensions, including the number of parameters, the precision of those parameters, and the degree of abstraction in the reciprocal 62 x x x Liu et al 64 x x x x Moyne et al 63 x x x Rasheed et al 60 x x x x Sjarov et al 65 x x Meng et al 4 x x x x Talkhestani et al 66 x Wagner et al 50 x x Wang et al 67 x Zhang et al 68 x x Table 1. DT interoperability literature considerations.…”

Section: Interoperability Interoperability Is the Ability Of Twomentioning

confidence: 99%

“…Platform interoperability Integration D.T.C. 51 x x x Lehner et al 57 x x x Schleich et al 55 x x Durao et al 56 x x Wagner et al 50 x Shao and Kibira 58 x Rasheed et al 60 x x x Attarzadeh-Niaki and Sander 61 x x exchange between the virtual and physical twins. The appropriate fidelity level is not necessarily the highest level of model fidelity feasible 40 and is dependent on the use case.…”

Section: Ref System Interoperabilitymentioning

confidence: 99%

“…40,55 To maintain the model's validity throughout the entire life cycle, clear and well-defined guidelines are needed for V&V. 58 A DT must have a validated specification of what to simulate and what to predict, with which input, and which approach. 50 The system's output should be continuously compared and monitored with a reference point to detect errors and anomalies. 60 Primarily DT concept applies to highly automated systems.…”

Section: Ref System Interoperabilitymentioning

confidence: 99%

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From modeling and simulation to Digital Twin: evolution or revolution?

Ali,

Biglari,

Denil

et al. 2024

SIMULATION

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As digitalization is permeating all sectors of society toward the concept of “smart everything,” and virtual technologies and data are gaining a dominant place in the engineering and control of intelligent systems, the Digital Twin (DT) concept has surfaced as one of the top technologies to adopt. This paper discusses the DT concept from the viewpoint of Modeling and Simulation (M&S) experts. It both provides literature review elements and adopts a commentary-driven approach. We first examine the DT from a historical perspective, tracing the historical development of M&S from its roots in computational experiments to its applications in various fields and the birth of DT-related and allied concepts. We then approach DTs as an evolution of M&S, acknowledging the overlap in these different concepts. We also look at the M&S workflow and its evolution toward a DT workflow from a software engineering perspective, highlighting significant changes. Finally, we look at new challenges and requirements DTs entail, potentially leading to a revolutionary shift in M&S practices. In this way, we hope to foster the discussion on DTs and provide the M&S expert with innovative perspectives.

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Digital twin-driven design for elevator fairings via multi-objective optimization

Xie,

Chen,

et al. 2024

Int J Adv Manuf Technol

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Digital Twin Design in Production

Cited by 10 publications

References 18 publications

Overview on Digital Twin for Autonomous Electrical Vehicles Propulsion Drive System

Overview on Digital Twin for Autonomous Electrical Vehicles Propulsion Drive System

From modeling and simulation to Digital Twin: evolution or revolution?

Digital twin-driven design for elevator fairings via multi-objective optimization

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