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Journal of Automation and Information Sciences

Publication de 12  numéros par an

ISSN Imprimer: 1064-2315

ISSN En ligne: 2163-9337

SJR: 0.173 SNIP: 0.588 CiteScore™:: 2

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Identification of Multivariable Systems Using Steady-state Mode Parameters

Volume 44, Numéro 9, 2012, pp. 24-42
DOI: 10.1615/JAutomatInfScien.v44.i9.30
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RÉSUMÉ

The paper has developed the updated method for identification of multivariable linear systems described by the state space model using the approximate steady-state mode parameters which are defined by the integration of experimentally obtained output signals under the harmonic excitation on the input. The method allows one to update the model of dimension maximum permissible by stability condition to make it possible to approximate the real system output with accuracy consistent with errors in the obtained data.

RÉFÉRENCES
  1. Alexandrov A.G., Method of frequency parameters.

  2. Alexandrov A.G. , Finite-frequency identification: multivariable object.

  3. Orlov Yu.F. , Identification by frequency parameters.

  4. Orlov Yu.F. , Structural identification of multivariable object.

  5. Orlov Yu.F. , Identification by the frequency parameters under parallel tests.

  6. Gubarev V.F. , Rational approximation of systems with distributed parameters.

  7. Gubarev V.F. , Method of iterative identification of multidimensional systems by uncertain data. Part I. Theoretical aspects.

  8. Golub G.H.; van Loan Ch.F. , Matrix computations [Russian translation].

CITÉ PAR
  1. Shen Qianyan, Ding Feng, Least Squares Identification for Hammerstein Multi-input Multi-output Systems Based on the Key-Term Separation Technique, Circuits, Systems, and Signal Processing, 35, 10, 2016. Crossref

  2. Melnychuk S., Method of Structural Parametric Multivariable System Identification Using Frequency Characteristics, Kibernetika i vyčislitelʹnaâ tehnika, 2015, 181, 2015. Crossref

  3. Gubarev V., Problem of Model Order Reduction for Linear Large-Scale Time-Invariant System, Kibernetika i vyčislitelʹnaâ tehnika, 2016, 186, 2016. Crossref

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