Towards a Holistic Framework for Digital Twins of Human-Machine Systems - Université Polytechnique des Hauts-de-France
Communication Dans Un Congrès Année : 2022

Towards a Holistic Framework for Digital Twins of Human-Machine Systems

Vers un cadre holistique pour les jumeaux numériques de systèmes homme-machine

Résumé

This article goes back to the origin of Digital Twin (DT) concepts, contextualizes their emergence and highlights their main key points. Models of DT are discussed with regard to nine criteria: physical asset, model, communication, service, data, product, autonomy, environment, and human. Criteria like autonomy, environment and human are rarely studied in terms of shared control between humans and machines or in terms of user surroundings integration while Human-Centered System Design approaches exist. Few of models studied consider humans as a physical part of DT. Similarly to a Machine Digital Twin, it is proposed to realized a Human Digital Twin for modelling the human part of Human-Machine Systems (HMS). Therefore, design guidelines, solutions and a new framework are proposed to set the pace for a new generation of Digital Twins.
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Dates et versions

hal-04242626 , version 1 (16-10-2023)

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Corentin Ascone, Frédéric Vanderhaegen. Towards a Holistic Framework for Digital Twins of Human-Machine Systems. 15th IFAC Symposium on Analysis, Design and Evaluation of Human Machine Systems HMS 2022, IFAC, Sep 2022, San Jose (USA, Californie), United States. pp.67-72, ⟨10.1016/j.ifacol.2022.10.233⟩. ⟨hal-04242626⟩
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