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JOURNALS // Avtomatika i Telemekhanika // Archive

Avtomat. i Telemekh., 2020 Issue 8, Pages 119–135 (Mi at15567)

This article is cited in 3 papers

Topical issue

Iterative learning control design for switched systems

P. V. Pakshin, J. P. Emelianova

Arzamas Polytechnic Institute of R.E. Alekseev Nizhny Novgorod State Technical University, Arzamas, Russia

Abstract: In this paper, discrete-time linear systems with parameter switching in the repetitive mode are considered. A new iterative learning control design method is proposed. This method is based on the construction of an auxiliary 2D model in the form of a discrete repetitive process; the stability of the auxiliary model guarantees the convergence of the learning process. Stability conditions are derived using the divergent method of Lyapunov vector functions. The concept of the average dwell time in pass direction is introduced. An example that demonstrates the capabilities and features of the new method is presented.

Keywords: iterative learning control, discrete-time systems, switched systems, repetitive processes, 2D systems, stability, dissipativity, vector Lyapunov function.

Presented by the member of Editorial Board: B. T. Polyak

Received: 23.07.2019
Revised: 21.10.2019
Accepted: 30.01.2020

DOI: 10.31857/S0005231020080097


 English version:
Automation and Remote Control, 2020, 81:8, 1461–1474

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© Steklov Math. Inst. of RAS, 2024