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Citation

Schlegel Miloš and Sobota Jaroslav and Vyskočil Martin : Feature-based identification of continuous LTI systems for industrial control . Process Control 2008, vol. ;, p. 1-7, University of Pardubice, Kouty nad Desnou, 2008.

Abstract

This paper describes a novel identification technique based on only a few characteristic numbers which can be used for a rough characterization of a process. The characteristic numbers do not determine one particular nominal model but together with suitable a priori information it forms a model set, which can be used for computing predictions in model predictive control or for robust PID controller design. Unlike other techniques for characteristic numbers identification this method does not require the controlled system to be in steady state at the beginning of the identification process. Thus it can be applied to arbitrary input-output data and it is also wellsuited for on-line identification, which predestines this method for use in model predictive and adaptive control.

Detail of publication

Title: Feature-based identification of continuous LTI systems for industrial control
Author: Schlegel Miloš ; Sobota Jaroslav ; Vyskočil Martin
Language: English
Year: 2008
Type of publication: Papers in proceedings of reviewed conferences
Title of journal or book: Process Control 2008
Číslo vydání: ;
Page: 1 - 7
ISBN: 978-80-7395-077-4
Publisher: University of Pardubice
Address: Kouty nad Desnou
Date: 12 Jun 2008
2011-03-15 16:21:32 / 2011-03-15 16:21:32 / 1

Keywords

process identification, identification for control, automatic tuning of controllers

BibTeX

@INPROCEEDINGS{SchlegelMilos_2008_Feature-based,
 author = {Schlegel Milo\v{s} and Sobota Jaroslav and Vysko\v{c}il Martin},
 title = {Feature-based identification of continuous LTI systems for industrial control},
 year = {2008},
 publisher = {University of Pardubice},
 journal = {Process Control 2008},
 address = {Kouty nad Desnou},
 volume = {;},
 pages = {1-7},
 ISBN = {978-80-7395-077-4},
 url = {http://www.kky.zcu.cz/en/publications/SchlegelMilos_2008_Feature-based},
}