Identification of nonlinear dynamic systems by combining equilibrium and off-equilibrium information

Leithead, W.E. Science Foundation Ireland grant 00/P.1/C06 (Funder), EPSRC grant GR/M76379. (Funder) , ed. (2006) Identification of nonlinear dynamic systems by combining equilibrium and off-equilibrium information. In: ICIECA 2005. International Conference on Industrial Electronics and Control Applications, 2005., 2005-01-02. (https://doi.org/10.1109/ICIECA.2005.1644355)

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Abstract

An identification methodology for nonlinear dynamic systems using Gaussian process prior models is presented. It combines equilibrium and off-equilibrium information. The advantages of so doing are highlighted.