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Remarks on the efficiency of POD for model reduction in non-linear dynamics of continuous elastic systems

Abstract : The first objective of this paper is to analyse the efficiency of the reduced models constructed using the proper orthogonal decomposition (POD)-basis and the LIN-basis in non-linear dynamics for continuous elastic systems. The POD-basis is the Hilbertian basis constructed with the POD method while the LIN-basis is the Hilbertian basis derived from the generalized continuous eigenvalue problem associated with the underlying conservative part of the continuous elastic system and usually called the eigenmodes of vibration. The efficiency of the POD-basis or the LIN-basis is related to the rate of convergence in the frequency domain of the solution constructed with the reduced model with respect to its dimension. A basis will be more efficient than another if the reduced-order solution of the Galerkin projection converges to the solution of the dynamical system more rapidly than the reduced-order solution of the other.
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R. Sampaio, Christian Soize. Remarks on the efficiency of POD for model reduction in non-linear dynamics of continuous elastic systems. International Journal for Numerical Methods in Engineering, Wiley, 2007, 72 (1), pp.22-45. ⟨10.1002/nme.1991⟩. ⟨hal-00686148⟩

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