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Journal of Automation and Information Sciences
SJR: 0.275 SNIP: 0.59 CiteScore™: 0.8

ISSN 印刷: 1064-2315
ISSN オンライン: 2163-9337

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Journal of Automation and Information Sciences

DOI: 10.1615/JAutomatInfScien.v42.i2.20
pages 31-43

Peculiarities and Interdependence of Identification and Control Problems under Uncertainty

Vyacheslav F. Gubarev
Institute of Space Research National Academy of Sciences of Ukraine State Space Agency of Ukraine Kiev, Ukraine
Alexey V. Gummel
Institute for Applied Systems Analysis of National Technical University of Ukraine "Kiev Polytechnic Institute", Kiev
Aleksey O. Zhukov
National Technical University of Ukraine "Kiev Polytechnical Institute", Kiev, Ukraine

要約

We consider two aspects of interdependence of problems of system identification under uncertainty, as well as control on the basis of mathematical models obtained by approximate experimental data. The first one deals with suitability of reduced models for control synthesis, and the second one is connected with potential of refinement of structure and model parameters on iterative identification of the system already closed by feedback.

参考

  1. Lyoung L., Identification of systems. Theory for users.

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

  3. Van Overschee P., De Moor В., Subspace identification for linear systems.

  4. Van Overschee P., De Moor B., 4SID: Subspace algorithms for the identification of combined deterministic-stochastic systems.

  5. Vimberg M., Subspace-based methods for identification of linear time-invariant systems.

  6. Gubarev V.F., Zhukov A.O., Research of method of multidimensional discrete systems iterative identification.

  7. Gubarev V.F., Zhukov A.O., Investigation of identifiability conditions on iterative identification of discrete stationary systems.

  8. Zhukov A.O., Recursive identification of discrete dynamical systems with single input and single output.

  9. Zhukov A.O., Iterative identification of multiconnected discrete systems.

  10. Hjalmarsson H., From experimental design to closed-loop control.


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