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Avtomatika i Telemekhanika, 2019, Issue 9, Pages 9–24
DOI: https://doi.org/10.1134/S0005231019090034
(Mi at15339)
 

This article is cited in 5 scientific papers (total in 5 papers)

Iterative learning control design based on state observer

J. P. Emelianova, P. V. Pakshin

Arzamas Polytechnic Institute of R.E. Alekseev Nizhny Novgorod State Technical University, Arzamas, Russia
References:
Abstract: Linear control systems operating in a repetitive mode with a constant period and returning each time to the initial state are considered. The problem is to find a control law that will employ information about the output variable at the current and previous repetitions and also the estimates of state variables from an observer in order to guarantee the convergence of this variable to a reference trajectory under unlimited increasing the repetitions number. This type of control is known as iterative learning control. The problem is solved using the dissipativity of 2D models and the divergent method of vector Lyapunov functions. The final results are expressed in the form of linear matrix inequalities. An example is given.
Keywords: iterative learning control, repetitive processes, 2D systems, stability, dissipativity, vector Lyapunov function.
Funding agency Grant number
Russian Science Foundation 18-79-00088
This work was supported by the Russian Science Foundation, project no. 18-79-00088.

Received: 19.07.2018
Revised: 30.08.2018
Accepted: 08.11.2018
English version:
Automation and Remote Control, 2019, Volume 80, Issue 9, Pages 1561–1573
DOI: https://doi.org/10.1134/S0005117919090017
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: J. P. Emelianova, P. V. Pakshin, “Iterative learning control design based on state observer”, Avtomat. i Telemekh., 2019, no. 9, 9–24; Autom. Remote Control, 80:9 (2019), 1561–1573
Citation in format AMSBIB
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  • This publication is cited in the following 5 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
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