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JOURNALS // Avtomatika i Telemekhanika // Archive

Avtomat. i Telemekh., 2022 Issue 11, Pages 62–82 (Mi at15968)

This article is cited in 11 papers

Linear Systems

New criteria for tuning PID controllers

B. T. Polyakab, M. V. Khlebnikovba

a Trapeznikov Institute of Control Sciences, Russian Academy of Sciences, Moscow, 117997 Russia
b Moscow Institute of Physics and Technology, Dolgoprudnyi, Moscow oblast, 141701 Russia

Abstract: We propose a new approach to the problem of tuning and optimizing the parameters of a PID controller based on reducing the problem to an optimization problem. In this case, the performance of the controller is evaluated by a quadratic criterion of the system output: the PID controller is tuned against the uncertainty in the initial conditions so that the system output is uniformly small; in this case, a given degree of stability of the closed-loop system is additionally guaranteed. A gradient method for finding the PID controller parameters is given. Numerous examples show that the recurrent procedure proposed is very efficient and leads to PID controllers that are quite satisfactory in terms of engineering performance indices. The article continues a series of papers by the present authors devoted to synthesizing feedback in control problems from the standpoint of optimization.

Keywords: linear system, PID controller, optimization, Lyapunov equation, gradient method, convergence.

Presented by the member of Editorial Board: L. B. Rapoport

Received: 15.05.2022
Revised: 20.07.2022
Accepted: 28.07.2022

DOI: 10.31857/S0005231022110022


 English version:
Automation and Remote Control, 2022, 83:11, 1724–1741


© Steklov Math. Inst. of RAS, 2024