Parameter identification of two-time-scale nonlinear transient models

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Abstract

The aim of this paper is to study two-time-scale nonlinear transient models and their associated parameter identification. When it is possible to consider two well-separated time scales, and when the fast component of the applied loading is periodic, a periodic time homogenization scheme, similar to what exists in space homogenization, can be used to derive a homogenized model. A parameter identification process for this latter is then proposed, and applied to an academic example, which allows to show the benefits of such a strategy.

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Puel, G., & Aubry, D. (2015). Parameter identification of two-time-scale nonlinear transient models. Advanced Modeling and Simulation in Engineering Sciences, 2(1). https://doi.org/10.1186/s40323-015-0030-z

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