Design of a nonlinear controller based on a piecewise-linear Hammerstein model
In the paper a new method for identification and control of nonlinear systems is presented. The method is based on a piecewise-linear Hammerstein model, which is linear in parameters, and enables approximation of systems with extremely nonlinear or even discontinuous static functions. The model can...
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creator | Dolanc, G. Strmenik, S. |
description | In the paper a new method for identification and control of nonlinear systems is presented. The method is based on a piecewise-linear Hammerstein model, which is linear in parameters, and enables approximation of systems with extremely nonlinear or even discontinuous static functions. The model can be obtained by making use of a specific identification method, which takes into account the proposed structure of the model, and the properties of the excitation signal. The derived model represents the starting point for development of a nonlinear controller, which is based on the pole-placement principles. The proposed method is illustrated by a simulation example representing identification and control of a nonlinear process with discontinuous static function. |
doi_str_mv | 10.1109/CCA.2008.4629620 |
format | Conference Proceeding |
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The method is based on a piecewise-linear Hammerstein model, which is linear in parameters, and enables approximation of systems with extremely nonlinear or even discontinuous static functions. The model can be obtained by making use of a specific identification method, which takes into account the proposed structure of the model, and the properties of the excitation signal. The derived model represents the starting point for development of a nonlinear controller, which is based on the pole-placement principles. 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The method is based on a piecewise-linear Hammerstein model, which is linear in parameters, and enables approximation of systems with extremely nonlinear or even discontinuous static functions. The model can be obtained by making use of a specific identification method, which takes into account the proposed structure of the model, and the properties of the excitation signal. The derived model represents the starting point for development of a nonlinear controller, which is based on the pole-placement principles. The proposed method is illustrated by a simulation example representing identification and control of a nonlinear process with discontinuous static function.</abstract><pub>IEEE</pub><doi>10.1109/CCA.2008.4629620</doi><tpages>6</tpages></addata></record> |
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subjects | Conferences Control systems USA Councils |
title | Design of a nonlinear controller based on a piecewise-linear Hammerstein model |
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