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Simulation de Jumeau Numérique×Dynamique des systèmes×
DomaineSimulationSimulation
FamilleProcess / pipelineProcess / pipeline
Année d'origine2002 (concept); 2014 (white paper formalization)1961
Auteur d'origineMichael Grieves (University of Michigan, 2002; white paper 2014)Jay W. Forrester
TypeHybrid physics-based + machine-learning simulationContinuous simulation / feedback modelling
Source fondatriceGrieves, M. (2014). Digital Twin: Manufacturing Excellence through Virtual Factory Replication. White Paper, University of Michigan. link ↗Sterman, J.D. (2000). Business Dynamics: Systems Thinking and Modeling for a Complex World. Irwin McGraw-Hill. ISBN: 978-0072389159
AliasDijital İkiz Simülasyonu (Digital Twin), digital twin, digital shadow, cyber-physical twinstock-flow modelling, Sistem Dinamiği (Stock-Flow Modelleme), SD modelling, feedback simulation
Apparentées43
RésuméDigital Twin Simulation, first conceptualised by Michael Grieves at the University of Michigan around 2002 and formally described in his 2014 white paper, creates a continuously updated virtual copy of a physical system by fusing real-time sensor data with a mechanistic (physics-based) model and machine-learning components. The twin mirrors the physical asset's current state and projects its future behaviour, enabling fault detection, predictive maintenance, and operational optimisation without disrupting the real system.System dynamics is a continuous simulation method, developed by Jay W. Forrester at MIT in 1961, that represents a complex system through stocks (accumulations), flows (rates of change), and feedback loops. By expressing these relationships as coupled ordinary differential equations, it reproduces how policies, delays, and nonlinear feedbacks drive system behaviour over time — making it a cornerstone tool in policy analysis, organisational modelling, and sustainability research.
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ScholarGateComparer des méthodes: Digital Twin Simulation · System Dynamics. Consulté le 2026-06-17 sur https://scholargate.app/fr/compare