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Closed-loop model set validation under a stochastic framework - MaRDI portal

Closed-loop model set validation under a stochastic framework (Q1614413)

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scientific article; zbMATH DE number 1797128
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Closed-loop model set validation under a stochastic framework
scientific article; zbMATH DE number 1797128

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    Closed-loop model set validation under a stochastic framework (English)
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    5 September 2002
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    The authors assume that the dynamics of a multi-input multi-output plant are described by a model set with unstructured uncertainties. Further, identification experiments are performed in closed loop. A necessary and sufficient condition is provided for the consistency of the model set both with the stabilizing controller and with the closed-loop frequency domain experimental data. An analytic formula is given for the sample unfalsified probability of the model set, and a numerical example illustrates the theoretical results.
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    model set validation
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    MIMO system
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    robust control
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    unstructured uncertainty
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    closed-loop identification
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    unfalsified model
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    falsification
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    consistency
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    unfalsified probability
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