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A System Identification Package
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Organization: | Chalmers University of Technology |
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2004 Wolfram Technology Conference
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Champaign IL
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This talk describes a system identification package that is under development. Previous algorithms and supported model structures are given in connection with examples. The package supports algorithms to estimate linear and nonlinear models of dynamic systems that can be used for simulation and prediction, and for control design. Package description The symbolic features of Mathematica are used so that a large variety of model structures can be handled. Before the numerical estimation procedure, the symbolic definition of the model structure is simplified and modified before the numerical computations of the parameters. In this way a larger set of model structures can be supported, at the same time as the computational speed is improved.
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| ZipSysId.ZIP (1.2 MB) - Presentation notebook [for Mathematica 5.0] |
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