Fault diagnosis via a polynomial observer

H. Aguilar Sierra; R. Martínez-Guerra; J. L. Mata-Machuca

doi:10.1109/ICEEE.2011.6106687

Fault diagnosis via a polynomial observer

H. Aguilar Sierra, R. Martínez-Guerra, J. L. Mata-Machuca

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

6 Citas (Scopus)

Resumen

The fault diagnosis problem of a class of nonlinear systems based on a differential approach is used to determine fault diagnosability with the minimum number of measurements from the system. In order to reconstruct the faults on the system, a polynomial observer is proposed, which includes in its structure corrections terms of high order. Another two schemes of nonlinear observers are used for reconstructing the faults for comparison purposes, one of them being a reduced order observer and the other a sliding mode observer. The approach was tested in a real-time experimental setting Amira DTS-200.

Idioma original	Inglés
Título de la publicación alojada	CCE 2011 - 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, Program and Abstract Book
DOI	https://doi.org/10.1109/ICEEE.2011.6106687
Estado	Publicada - 2011
Publicado de forma externa	Sí
Evento	2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2011 - Merida, Yucatan, México Duración: 26 oct. 2011 → 28 oct. 2011

Serie de la publicación

Nombre	CCE 2011 - 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, Program and Abstract Book

Conferencia

Conferencia	2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2011
País/Territorio	México
Ciudad	Merida, Yucatan
Período	26/10/11 → 28/10/11

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10.1109/ICEEE.2011.6106687

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Aguilar Sierra, H., Martínez-Guerra, R., & Mata-Machuca, J. L. (2011). Fault diagnosis via a polynomial observer. En CCE 2011 - 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, Program and Abstract Book Artículo 6106687 (CCE 2011 - 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, Program and Abstract Book). https://doi.org/10.1109/ICEEE.2011.6106687

Aguilar Sierra, H. ; Martínez-Guerra, R. ; Mata-Machuca, J. L. / Fault diagnosis via a polynomial observer. CCE 2011 - 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, Program and Abstract Book. 2011. (CCE 2011 - 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, Program and Abstract Book).

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title = "Fault diagnosis via a polynomial observer",

abstract = "The fault diagnosis problem of a class of nonlinear systems based on a differential approach is used to determine fault diagnosability with the minimum number of measurements from the system. In order to reconstruct the faults on the system, a polynomial observer is proposed, which includes in its structure corrections terms of high order. Another two schemes of nonlinear observers are used for reconstructing the faults for comparison purposes, one of them being a reduced order observer and the other a sliding mode observer. The approach was tested in a real-time experimental setting Amira DTS-200.",

keywords = "Fault diagnosis, differential algebra, polynomial observer, reduced order observer, sliding mode observer",

author = "{Aguilar Sierra}, H. and R. Mart{\'i}nez-Guerra and Mata-Machuca, {J. L.}",

year = "2011",

doi = "10.1109/ICEEE.2011.6106687",

language = "Ingl{\'e}s",

isbn = "9781457710117",

series = "CCE 2011 - 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, Program and Abstract Book",

booktitle = "CCE 2011 - 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, Program and Abstract Book",

note = "2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2011 ; Conference date: 26-10-2011 Through 28-10-2011",

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Aguilar Sierra, H, Martínez-Guerra, R & Mata-Machuca, JL 2011, Fault diagnosis via a polynomial observer. En CCE 2011 - 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, Program and Abstract Book., 6106687, CCE 2011 - 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, Program and Abstract Book, 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2011, Merida, Yucatan, México, 26/10/11. https://doi.org/10.1109/ICEEE.2011.6106687

Fault diagnosis via a polynomial observer. / Aguilar Sierra, H.; Martínez-Guerra, R.; Mata-Machuca, J. L.
CCE 2011 - 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, Program and Abstract Book. 2011. 6106687 (CCE 2011 - 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, Program and Abstract Book).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

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AU - Martínez-Guerra, R.

AU - Mata-Machuca, J. L.

PY - 2011

Y1 - 2011

N2 - The fault diagnosis problem of a class of nonlinear systems based on a differential approach is used to determine fault diagnosability with the minimum number of measurements from the system. In order to reconstruct the faults on the system, a polynomial observer is proposed, which includes in its structure corrections terms of high order. Another two schemes of nonlinear observers are used for reconstructing the faults for comparison purposes, one of them being a reduced order observer and the other a sliding mode observer. The approach was tested in a real-time experimental setting Amira DTS-200.

AB - The fault diagnosis problem of a class of nonlinear systems based on a differential approach is used to determine fault diagnosability with the minimum number of measurements from the system. In order to reconstruct the faults on the system, a polynomial observer is proposed, which includes in its structure corrections terms of high order. Another two schemes of nonlinear observers are used for reconstructing the faults for comparison purposes, one of them being a reduced order observer and the other a sliding mode observer. The approach was tested in a real-time experimental setting Amira DTS-200.

KW - Fault diagnosis

KW - differential algebra

KW - polynomial observer

KW - reduced order observer

KW - sliding mode observer

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Aguilar Sierra H, Martínez-Guerra R, Mata-Machuca JL. Fault diagnosis via a polynomial observer. En CCE 2011 - 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, Program and Abstract Book. 2011. 6106687. (CCE 2011 - 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, Program and Abstract Book). doi: 10.1109/ICEEE.2011.6106687

Fault diagnosis via a polynomial observer

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