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On-line parameter and delay estimation of continuous-time dynamic systems Cover

On-line parameter and delay estimation of continuous-time dynamic systems

Open Access
|Jun 2015

Abstract

The problem of on-line identification of non-stationary delay systems is considered. The dynamics of supervised industrial processes are usually modeled by ordinary differential equations. Discrete-time mechanizations of continuous-time process models are implemented with the use of dedicated finite-horizon integrating filters. Least-squares and instrumental variable procedures mechanized in recursive forms are applied for simultaneous identification of input delay and spectral parameters of the system models. The performance of the proposed estimation algorithms is verified in an illustrative numerical simulation study.

DOI: https://doi.org/10.1515/amcs-2015-0017 | Journal eISSN: 2083-8492 | Journal ISSN: 1641-876X
Language: English
Page range: 223 - 232
Submitted on: Nov 3, 2014
Published on: Jun 25, 2015
Published by: University of Zielona Góra
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2015 Janusz Kozłowski, Zdzisław Kowalczuk, published by University of Zielona Góra
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.