Mode recognition of hybrid dynamical systems with nonlinear modes using Takagi-Sugeno models
This paper deals with switching detection and recognition of current operating mode in hybrid systems, where the nonlinear modes are represented by a Takagi Sugeno model. A data-based projection method is used to generate a set of signals, named residuals. This method uses only the input/output know...
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Format: | Tagungsbericht |
Sprache: | eng |
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Zusammenfassung: | This paper deals with switching detection and recognition of current operating mode in hybrid systems, where the nonlinear modes are represented by a Takagi Sugeno model. A data-based projection method is used to generate a set of signals, named residuals. This method uses only the input/output known signals and the kind of model (linear, bilinear, ...); the precise value of the model parameters is not needed. The residuals may be used as an operating mode indicator under discernability conditions. These conditions are tested on-line. An academic example is provided to illustrate the efficiency of this method. |
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ISSN: | 2162-1195 |
DOI: | 10.1109/SYSTOL.2010.5675952 |