DocumentCode
326710
Title
Control of nonlinear systems using iterative feedback tuning
Author
Hjalmarsson, Hakan
Author_Institution
Dept. of Signals, Sensors & Syst., R. Inst. of Technol., Stockholm, Sweden
Volume
4
fYear
1998
fDate
21-26 Jun 1998
Firstpage
2083
Abstract
Iterative feedback tuning (IFT) is a tuning method based on minimizing some control criterion directly from experimental data. The method was originally developed for linear time-invariant systems, but many successful applications to nonlinear system have been reported in the literature. The contribution of this paper is to provide a preliminary analysis of IFT for nonlinear systems. This analysis sheds some light on the question of which nonlinear systems IFT may be expected to work for and also gives some guidance on how to choose the user´s design variables for nonlinear problems. The discussions are backed up by simulations as well as an application to a DC-servo with backlash which initially exhibits a limit cycle
Keywords
feedback; iterative methods; limit cycles; linear quadratic Gaussian control; nonlinear systems; optimisation; servomechanisms; state-space methods; tuning; DC-servo; iterative feedback tuning; limit cycle; linear quadratic Gaussian control; nonlinear systems; optimisation; state space model; Control systems; Design optimization; Feedback; Nonlinear control systems; Nonlinear systems; Sensor systems; Signal design; Signal processing; Stochastic processes; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 1998. Proceedings of the 1998
Conference_Location
Philadelphia, PA
ISSN
0743-1619
Print_ISBN
0-7803-4530-4
Type
conf
DOI
10.1109/ACC.1998.702994
Filename
702994
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