Adaptive residual generation on a winding machine described by multiple models

L. Gross; H. Noura; T. Bastogne; D. Sauter

doi:10.23919/ecc.1999.7099853

Adaptive residual generation on a winding machine described by multiple models

L. Gross, H. Noura, T. Bastogne, D. Sauter

Department of Electrical and Communication Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

An adaptation method for fault detection on systems described by multiple models is presented in this paper, based on the properties of the synthesis parameters Q and R of Kalman filters. A non linear winding machine described by multiple linearized models is used to highlight the principle of this adaptation method. The application to this winding machine is proposed, in the case where a fault occurs after a loss of the information used for the determination of the current valid model.

Original language	English
Title of host publication	European Control Conference, ECC 1999 - Conference Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	3399-3405
Number of pages	7
ISBN (Electronic)	9783952417355
DOIs	https://doi.org/10.23919/ecc.1999.7099853
Publication status	Published - Mar 24 2015
Event	1999 European Control Conference, ECC 1999 - Karlsruhe, Germany Duration: Aug 31 1999 → Sept 3 1999

Publication series

Name	European Control Conference, ECC 1999 - Conference Proceedings

Other

Other	1999 European Control Conference, ECC 1999
Country/Territory	Germany
City	Karlsruhe
Period	8/31/99 → 9/3/99

Keywords

Adaptation strategy
Adaptive Kalman filters
Fault detection
Multiple models

ASJC Scopus subject areas

Control and Systems Engineering

Access to Document

10.23919/ecc.1999.7099853

Cite this

Gross, L., Noura, H., Bastogne, T., & Sauter, D. (2015). Adaptive residual generation on a winding machine described by multiple models. In European Control Conference, ECC 1999 - Conference Proceedings (pp. 3399-3405). Article 7099853 (European Control Conference, ECC 1999 - Conference Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.23919/ecc.1999.7099853

Adaptive residual generation on a winding machine described by multiple models. / Gross, L.; Noura, H.; Bastogne, T. et al.
European Control Conference, ECC 1999 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 2015. p. 3399-3405 7099853 (European Control Conference, ECC 1999 - Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Gross, L, Noura, H, Bastogne, T & Sauter, D 2015, Adaptive residual generation on a winding machine described by multiple models. in European Control Conference, ECC 1999 - Conference Proceedings., 7099853, European Control Conference, ECC 1999 - Conference Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 3399-3405, 1999 European Control Conference, ECC 1999, Karlsruhe, Germany, 8/31/99. https://doi.org/10.23919/ecc.1999.7099853

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AB - An adaptation method for fault detection on systems described by multiple models is presented in this paper, based on the properties of the synthesis parameters Q and R of Kalman filters. A non linear winding machine described by multiple linearized models is used to highlight the principle of this adaptation method. The application to this winding machine is proposed, in the case where a fault occurs after a loss of the information used for the determination of the current valid model.

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Adaptive residual generation on a winding machine described by multiple models

Abstract

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Keywords

ASJC Scopus subject areas

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