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Identification and fault diagnosis for LPV uncertain systems

Autor
Blesa, J.; Puig, V.; Saludes, J.
Tipus d'activitat
Presentació treball a congrés
Nom de l'edició
50th IEEE Conference on Decision and Control and European Control Conference
Any de l'edició
2011
Data de presentació
2011-12-13
Llibre d'actes
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference
Pàgina inicial
3056
Pàgina final
3061
Editor
IEEE
DOI
https://doi.org/10.1109/CDC.2011.6160604 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/15631 Obrir en finestra nova
Resum
In this paper, identification and fault diagnosis methods for uncertain Multiple Input Multiple Output (MIMO) Linear Parameters Varying (LPV) models is presented. The fault detection methodology is based on checking if measurements are inside the prediction bounds provided by a MIMO LPV model identified using real data and the parity equations approach. The proposed approach takes into account existing coupling between the different measured outputs. Modeling and prediction uncertainty bounds ar...
Citació
Blesa, J.; Puig, V.; Saludes, J. Identification and fault diagnosis for LPV uncertain systems. A: IEEE Conference on Decision and Control and European Control Conference. "Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference". Orlando, FL: IEEE, 2011, p. 3056-3061.
Grup de recerca
CS2AC-UPC - Supervision, Safety and Automatic Control
SAC - Sistemes Avançats de Control
SIC - Sistemes Intel·ligents de Control

Participants