Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
699548 | Control Engineering Practice | 2012 | 7 Pages |
Abstract
In this paper, the Polynomial NonLinear State Space (PNLSS) approach is applied to model a nonlinear system with a Wiener–Hammerstein structure. To obtain good initial estimates, the best linear approximation of the system under test is first identified. Next, this linear model is extended to a polynomial nonlinear state space model to capture also the system's nonlinear behavior. The identification procedure is applied to measurement data.
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Authors
J. Paduart, L. Lauwers, R. Pintelon, J. Schoukens,