Development of Digital Twin Concept for Real-Time Detection of Abnormal Changes in Structural Behaviour
Shady Adib,
Vladimir Vinogradov,
Peter Gosling
Abstract:The paper aims to extend the definition of Digital Twin (DT) concept to be able to identify small severity damages by incorporating mathematical formulations in construction of neural networks. Advanced modelling techniques such as Reduced Basis (RB) method and artificial neural networks were used during the offline stage to develop a DT model to detect abnormal changes in structural behaviour during the online monitoring stage. Finite element model was used with RB model order reduction technique for construc… Show more
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