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Set-membership Identification and Fault Detection using a Bayesian Framework

Autor
Rosa M. Fernandez-Canti; Blesa, J.; Puig, V.
Tipus d'activitat
Presentació treball a congrés
Nom de l'edició
2nd International Conference on Control and Fault-Tolerant Systems
Any de l'edició
2013
Data de presentació
2013-10-10
Llibre d'actes
Systol 2013: 2nd International Conference on Control and Fault-Tolerant Systems: final program & book of abstracts: October 9-11, 2013: Hotel Le Negresco, Nice, France
Pàgina inicial
572
Pàgina final
577
DOI
https://doi.org/10.1109/SysTol.2013.6693825 Obrir en finestra nova
Projecte finançador
Análisis y diseño de estrategias de control óptimo distribuido aplicadas a la gestión de sistemas de agua de gran escala (WATMAN)
MAKING SENSE OF NONSENSE
SHERECS (DPI2011-26243)
Repositori
http://hdl.handle.net/2117/22489 Obrir en finestra nova
URL
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6693825 Obrir en finestra nova
Resum
This paper deals with the problem of set-membership identification and fault detection using a Bayesian framework. The paper presents how the set-membership model estimation problem can be reformulated from a Bayesian viewpoint in order to determine the feasible parameter set and, in a posterior fault detection stage, to check the consistency between data and the model. The paper shows that, assuming uniform distributed measurement noise and flat model prior probability distribution, the Bayesia...
Citació
Fernández-Cantí, R. M.; Blesa, J.; Puig, V. Set-membership Identification and Fault Detection using a Bayesian Framework. A: International Conference on Control and Fault-Tolerant Systems. "Systol 2013: 2nd International Conference on Control and Fault-Tolerant Systems: final program & book of abstracts: October 9-11, 2013: Hotel Le Negresco, Nice, France". Niça: 2013, p. 572-577.
Paraules clau
Bayesian Framework, Fault Detection, Identification, Set-membership
Grup de recerca
CS2AC-UPC - Supervision, Safety and Automatic Control
SAC - Sistemes Avançats de Control
SIC - Sistemes Intel·ligents de Control

Participants