A unified Bayesian formulation for the identification of force sources - Archive ouverte HAL
Communication Dans Un Congrès Année : 2021

A unified Bayesian formulation for the identification of force sources

Résumé

Structures undergo some mechanical impacts during their life phase, which may create high vibration levels that induce damage and failure of the system itself. However, the mechanical characteristics of the shock are often not well known and inverse methods are generally used to estimate these complex sources. Among all the existing methods, Kalman filtering provides a lightweight and elegant solution to solve force reconstruction problems in time domain. In the literature, several Kalman-like filters have been proposed. We demonstrate in this contribution that all these formulations can be unified by expressing them from a Bayesian perspective.
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Dates et versions

hal-03505178 , version 1 (30-12-2021)

Identifiants

  • HAL Id : hal-03505178 , version 1

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Julian Ghibaudo, Mathieu Aucejo. A unified Bayesian formulation for the identification of force sources. 16th International Conference Dynamical Systems - Theory and Applications, Dec 2021, Virtual event, France. ⟨hal-03505178⟩
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