Robust parametric updating of uncertain finite element models from experimental modal analysis

Evangéline Capiez-Lernout (1) , Christian Soize (1) , Roger Ohayon (2)

1 MSME - Laboratoire de Modélisation et Simulation Multi Echelle
2 LMSSC - Laboratoire de Mécanique des Structures et des Systèmes Couplés

In this paper, a methodology is presented to perform the robust updating of complex uncertain dynamical systems with respect to modal experimental data in the context of structural dynamics. Since both model uncertainties and data uncertainties must be considered in the computational model, then the uncertain computational model is constructed by using the nonparametric probabilistic approach. We present an extension to the probabilistic case of the input error methodology for modal analysis adapted to the deterministic updating problem. It is shown that such an extension to the robust updating context induces some conceptual difficulties and is not straightforward. The robust updating formulation leads us to solve a mono-objective optimization problem in presence of inequality probabilistic constraints. A numerical application is presented in order to show the efficiency of the proposed method.

Mots clés: uncertainty quantification; robust parametric updating; nonparametric probabilistic method; modeling errors; model uncertainties; statistical inverse problems; structural dynamics; vibrations; experimental modal analysis; random matrix

Domaines: Mécanique [physics.med-ph]; Probabilités [math.PR]; Statistiques [math.ST]; Vibrations [physics.class-ph]

Evangéline Capiez-Lernout, Christian Soize, Roger Ohayon. Robust parametric updating of uncertain finite element models from experimental modal analysis. International Conference on Noise and Vibration Engineering, Katholieke Univ Leuven, Sep 2008, Leuven, Belgium. pp.Pages: 1839-1853. ⟨hal-00686142⟩