Digital Twin simulation models: a validation method based on machine learning and control charts

The adoption of simulation models as Digital Twins (DTs) has been standing out in recent years and represents a revolution in decision-making. In this context, we note increasingly faster and more efficient decisions by mirroring the behaviour of physical systems. On the other hand, we highlight the...

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Veröffentlicht in:	International journal of production research 2024-04, Vol.62 (7), p.2398-2414
Hauptverfasser:	dos Santos, Carlos Henrique, Campos, Afonso Teberga, Montevechi, José Arnaldo Barra, de Carvalho Miranda, Rafael, Costa, Antonio Fernando Branco
Format:	Artikel
Sprache:	eng
Schlagworte:	Control charts Digital Twin Digital twins K-nearest neighbors algorithm K-NN Machine learning p-control chart Simulation Simulation models validation
Online-Zugang:	Volltext
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