Modeling hybrid dynamical systems

descriptionPublicationkeyboard_double_arrow_right Part of book or chapter of book , Conference object , Other literature type 01 Jan 1996Publisher:Springer Berlin Heidelberg

Authors: Ingo Hoffmann; Karsten-Ulrich Klatt;

doi: 10.1007/bfb0020963

Modeling hybrid dynamical systems

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Abstract

We present a modeling scheme for multivariate hybrid dynamical systems. From given time series embedded in appropriate state spaces we predict future outputs by making local linear fits in the neighbourhood of the actual state vectors. In particular, the proposed algorithm can be used online. Thus the quality of the forecast is improved by enclosing new measured data.

Related Organizations

TU Dortmund University
Germany

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