Abstract:
A problem of nonparametric control of dynamic objects in discrete-continuous process is considered. The emphasis is placed on development of dual control non-parametric algorithms. Results of simulation experiment are described in details. These results demonstrate that the quality of control can be considerably improved in comparison with standard controllers by using the non-parametric dual control algorithm.
Keywords:
dynamic process, non-parametric dual control, adaptive system, standard controller.
Received: 10.05.2016 Received in revised form: 24.07.2016 Accepted: 20.11.2016
Bibliographic databases:
Document Type:
Article
UDC:
62-503.57
Language: English
Citation:
Alexander V. Medvedev, Anastasia V. Raskina, “On the nonparametric identification and dual adaptive control of dynamic processes”, J. Sib. Fed. Univ. Math. Phys., 10:1 (2017), 96–107
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\paper On the nonparametric identification and dual adaptive control of dynamic processes
\jour J. Sib. Fed. Univ. Math. Phys.
\yr 2017
\vol 10
\issue 1
\pages 96--107
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\crossref{https://doi.org/10.17516/1997-1397-2017-10-1-96-107}
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https://www.mathnet.ru/eng/jsfu529
https://www.mathnet.ru/eng/jsfu/v10/i1/p96
This publication is cited in the following 4 articles:
Manuel Arana-Jiménez, Alexander V. Medvedev, Ekaterina Chzhan, “A Nonparametric Dual Control Algorithm of Multidimensional Objects with Interval-Valued Observations”, Axioms, 12:2 (2023), 193
Anastasia Raskina, Ekaterina Chzhan, Darya Yareshchenko, Maria Videnina, “Non-parametric Dual Control of Non-minimum Phase Linear Dynamic Plant Using Shunt Compensator”, Int. J. Control Autom. Syst., 20:11 (2022), 3614
A. V. Raskina, M. E. Kornet, E. A. Chzhan, A. A. Korneeva, N. V. Kononova, Lecture Notes in Networks and Systems, 228, Informatics and Cybernetics in Intelligent Systems, 2021, 1
Vladimir Bukhtoyarov, Evgeny Agafonov, Nikita Antropov, Vadim Tynchenko, Valeriya Tynchenko, “Identification of hydraulic resistance parameters in hydraulic network model”, J Appl Eng Science, 16:2 (2018), 267
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