Nonlinear dynamics modelling via operating regime decomposition

Th.H. Göttsche, K.J. Hunt and T.A. Johansen

Mathematics and Computers in Simulation (MATCOM), 1998, vol. 46, issue 5, 543-550

Abstract: This paper describes a method for modelling nonlinear systems using operating regime decomposition. The resulting model structure is known as a local model network (LMN); it consists in the smoothly-weighted combination of a number of simple local models, each of which is valid in a particular operating regime of the plant. A software tool for modelling and identification with this approach has been developed and is described in the paper. A brief survey of applications of the regime-decomposition method is given.

Date: 1998
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Persistent link: https://EconPapers.repec.org/RePEc:eee:matcom:v:46:y:1998:i:5:p:543-550

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