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A novel method for non-parametric identification of nonlinear restoring forces in nonlinear vibrations from noisy response data: A conservative system
T. S. Jang/S. H. Kwon/S. L. Han
The Journal of Mechanical Science and Technology, vol. 23, no. 11, pp.2938-2947, 2009
Abstract : A novel procedure is proposed to identify the functional form of nonlinear restoring forces in the nonlinear oscillatory
motion of a conservative system. Although the problem of identification has a unique solution, formulation results
in a Volterra-type of integral equation of the ¡°first¡± kind: the solution lacks stability because the integral equation is the
¡°first¡± kind. Thus, the new problem at hand is ill-posed. Inevitable small errors during the identification procedure can
make the prediction of nonlinear restoring forces useless. We overcome the difficulty by using a stabilization technique
of Landweber¡¯s regularization in this study. The capability of the proposed procedure is investigated through numerical
examples.
Keyword : Identification; Nonlinear restoring forces; Volterra nonlinear integral equation; numerical instability; Regularization |
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