Academic Journal
An agent-based architecture of the digital twin for an emergency department ; Une architecture agent-basée du jumeau numérique pour un service d'urgence
| العنوان: | An agent-based architecture of the digital twin for an emergency department ; Une architecture agent-basée du jumeau numérique pour un service d'urgence |
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| المؤلفون: | Moyaux, Thierry, Liu, Yinling, Bouleux, Guillaume, Cheutet, Vincent |
| المساهمون: | Décision et Information pour les Systèmes de Production (DISP), Université Lumière - Lyon 2 (UL2)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA), Centre de Recherche en Automatique de Nancy (CRAN), Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS) |
| المصدر: | ISSN: 2071-1050 ; Sustainability ; https://hal.univ-lorraine.fr/hal-03986504 ; Sustainability, 2023, 15 (4), pp.3412. ⟨10.3390/su15043412⟩. |
| بيانات النشر: | HAL CCSD MDPI |
| سنة النشر: | 2023 |
| المجموعة: | HAL Lyon 1 (University Claude Bernard Lyon 1) |
| مصطلحات موضوعية: | Architecture, Digital twin, Agent-based simulation, Patient pathway, [SHS]Humanities and Social Sciences |
| الوصف: | International audience ; The concept of Digital Twin (DT) seems promising to improve the management of patient pathways in Emergency Departments (EDs). This article proposes an agent-based architecture of a DT designed for that purpose. The core of this DT is its Information System (IS), which is regularly synchronised on the IS of the Physical Twin (PT). The agents model the ED’s resources (equipment and staff) and patients in the DT and update this information in the DT’s IS. This article shows how such a DT may operate in three modes: (0) “Digital Shadow” to monitor the ED’s current state in real time, (1) “Synchronised DT” to monitor the ED’s current and future states according to a predictive simulation, and (2) “Exploratory DT” in order to perform Monte Carlo simulations of various future states. Mode (1) is the main contribution. This proposition is illustrated in a simulation of the ED in order to demonstrate the capabilities. |
| نوع الوثيقة: | article in journal/newspaper |
| اللغة: | English |
| Relation: | hal-03986504; https://hal.univ-lorraine.fr/hal-03986504; https://hal.univ-lorraine.fr/hal-03986504/document; https://hal.univ-lorraine.fr/hal-03986504/file/sustainability-15-03412.pdf |
| DOI: | 10.3390/su15043412 |
| الاتاحة: | https://hal.univ-lorraine.fr/hal-03986504 https://hal.univ-lorraine.fr/hal-03986504/document https://hal.univ-lorraine.fr/hal-03986504/file/sustainability-15-03412.pdf https://doi.org/10.3390/su15043412 |
| Rights: | http://creativecommons.org/licenses/by/ ; info:eu-repo/semantics/OpenAccess |
| رقم الانضمام: | edsbas.7F5735A7 |
| قاعدة البيانات: | BASE |
| DOI: | 10.3390/su15043412 |
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