Digital twins in sport: Concepts, Taxonomies, Challenges and Practical Potentials

• URL: http://arxiv.org/abs/2407.11990v1
• Date: Thu, 6 Jun 2024 14:51:01 GMT
• Title: Digital twins in sport: Concepts, Taxonomies, Challenges and Practical Potentials
• Authors: Tilen Hliš, Iztok Fister, Iztok Fister Jr,
• Abstract summary: Digital twins belong to ten of the strategic technology trends according to the Gartner list from 2019. Sport has become a constant companion of the modern human suffering a lack of a healthy way of life. The application of digital twins in sport has brought dramatic changes not only in the domain of sport training, but also in managing athletes during competitions.
• Score: 0.8848340429852071
• License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
• Abstract: Digital twins belong to ten of the strategic technology trends according to the Gartner list from 2019, and have encountered a big expansion, especially with the introduction of Industry 4.0. Sport, on the other hand, has become a constant companion of the modern human suffering a lack of a healthy way of life. The application of digital twins in sport has brought dramatic changes not only in the domain of sport training, but also in managing athletes during competitions, searching for strategical solutions before and tactical solutions during the games by coaches. In this paper, the domain of digital twins in sport is reviewed based on papers which have emerged in this area. At first, the concept of a digital twin is discussed in general. Then, taxonomies of digital twins are appointed. According to these taxonomies, the collection of relevant papers is analyzed, and some real examples of digital twins are exposed. The review finishes with a discussion about how the digital twins affect changes in the modern sport disciplines, and what challenges and opportunities await the digital twins in the future.

Related papers

• Toward Reproducibility of Digital Twin Research: Exemplified with the PiCar-X [49.44419860570116]
  Digital twins are increasingly relevant in the Industrial Internet of Things and Industry 4.0. The concept of dts lacks a unified definition and faces validation challenges. This paper presents a reproducible laboratory experiment that demonstrates various dt concepts.
  arXiv  Detail & Related papers  (2024-08-25T15:34:00Z)
• Foundations for Digital Twins [0.0]
  We introduce and defend characterizations of digital twins within the context of the Common Core Ontologies. We provide a set of definitions and design patterns relevant to the domain of digital twins, highlighted by illustrative use cases of digital twins and their physical counterparts.
  arXiv  Detail & Related papers  (2024-05-02T02:52:11Z)
• Digital Twins: How Far from Ideas to Twins? [0.0]
  Ideas have been proposed theoretical and practical for digital twins. From theoretical perspective, digital twin is fusion of data mapping between modalities. From practical point of view, digital twin is scenario implementation based on the Internet of Things and models.
  arXiv  Detail & Related papers  (2024-03-16T01:25:59Z)
• A Systematic Mapping Study of Digital Twins for Diagnosis in Transportation [0.0]
  We explore the capabilities of digital twins concerning diagnosis in the field of transportation. Few papers on digital twins describe any diagnostic process. Most existing approaches appear limited to system monitoring or fault detection.
  arXiv  Detail & Related papers  (2024-01-22T15:01:37Z)
• From Digital Twins to Digital Twin Prototypes: Concepts, Formalization, and Applications [55.57032418885258]
  There is no consensual definition of what a digital twin is. Our digital twin prototype (DTP) approach supports engineers during the development and automated testing of embedded software systems.
  arXiv  Detail & Related papers  (2024-01-15T22:13:48Z)
• Serious Games in Digital Gaming: A Comprehensive Review of Applications, Game Engines and Advancements [55.2480439325792]
  In recent years, serious games have become increasingly popular due to their ability to simultaneously educate and entertain users. In this review, we provide a comprehensive overview of the different types of digital games and expand on the serious games genre. We present the most widely used game engines used in the game development industry and extend the Unity game machine advantages.
  arXiv  Detail & Related papers  (2023-11-03T09:17:09Z)
• A Comprehensive Review of Digital Twin -- Part 1: Modeling and Twinning Enabling Technologies [11.241244950889886]
  Digital twin is an emerging technology in the era of Industry 4.0. Digital twins can model the physical world as a group of interconnected digital models. In part two of this review, the role of uncertainty quantification and optimization are discussed.
  arXiv  Detail & Related papers  (2022-08-26T15:01:26Z)
• Game Plan: What AI can do for Football, and What Football can do for AI [83.79507996785838]
  Predictive and prescriptive football analytics require new developments and progress at the intersection of statistical learning, game theory, and computer vision. We illustrate that football analytics is a game changer of tremendous value, in terms of not only changing the game of football itself, but also in terms of what this domain can mean for the field of AI.
  arXiv  Detail & Related papers  (2020-11-18T10:26:02Z)
• Digital Twins: State of the Art Theory and Practice, Challenges, and Open Research Questions [62.67593386796497]
  This work explores the various DT features and current approaches, the shortcomings and reasons behind the delay in the implementation and adoption of digital twin. The major reasons for this delay are the lack of a universal reference framework, domain dependence, security concerns of shared data, reliance of digital twin on other technologies, and lack of quantitative metrics.
  arXiv  Detail & Related papers  (2020-11-02T19:08:49Z)
• Man, machine and work in a digital twin setup: a case study [77.34726150561087]
  A digital twin as a virtual counterpart of a physical human-robot assembly system is built as a front-runner for validation and control through design, build, and operation. The forms of digital twins along the system life cycle, the building blocks, and potential advantages are presented.
  arXiv  Detail & Related papers  (2020-06-15T20:54:43Z)
• Digital Twins [0.0]
  We will review the concept of Digital Twins and the chances for novel industrial applications. The impact will be highlighted along four specific examples addressing Digital Product Twins democratizing Design, Digital Production Twins enabling robots to mill, Digital Production Twins driving industrialization of additive manufacturing, and Digital Performance Twins boosting operations. We conclude the article with an outlook on the next wave of Digital Twins, Executable Digital Twins, and will review the associated challenges and opportunities for mathematics.
  arXiv  Detail & Related papers  (2020-01-03T19:20:47Z)

This list is automatically generated from the titles and abstracts of the papers in this site.

This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.