Real-time data assimilation and control on mechanical systems under uncertainties

Real-time data assimilation and control on mechanical systems under uncertainties

Abstract This research work deals with the implementation of so-called Dynamic Data-Driven Application Systems (DDDAS) in structural mechanics activities. It aims at designing a real-time numerical feedback loop between a physical system of interest and its numerical simulator, so that (i) the simul...

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Bibliographic Details
Main Authors: Paul-Baptiste Rubio, Ludovic Chamoin, François Louf
Format: Article
Language:English
Published: SpringerOpen 2021-02-01
Series:Advanced Modeling and Simulation in Engineering Sciences
Subjects:
Data assimilation
Real-time control
Model reduction
Uncertainty quantification and propagation
Bayesian inference
Proper generalized decomposition
Online Access:https://doi.org/10.1186/s40323-021-00188-3

Internet

https://doi.org/10.1186/s40323-021-00188-3

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