Fault diagnosis; Sensor placement; Fuel Cell Systems
Résumé :
[en] This paper presents the application of a new methodology for Fault Detection and Isolation (FDI) to a Fuel Cell System. The work is devoted to find an optimal set of sensors for model-based FDI. The novelty is that binary integer linear programming (BILP) is used in the optimization formulation, leading to a reformulation of the detectability and isolability specifications as linear inequality constraints. The approach has been successfully applied to a Fuel Cell System.
Disciplines :
Sciences informatiques
Identifiants :
UNILU:UL-CONFERENCE-2012-277
Auteur, co-auteur :
Nejjari, Fatiha; Universitat Politècnica de Catalunya > ESAII - SAC
Sarrate, Ramon; Universitat Politècnica de Catalunya > ESAII - SAC
ROSICH, Albert ; Universitat Politècnica de Catalunya > ESAII - SAC
Langue du document :
Anglais
Titre :
Optimal Sensor Placement For Fuel Cell System Diagnosis using BILP Formulation
Date de publication/diffusion :
2010
Nom de la manifestation :
18th Mediterranean Conference on Control and Automation (MED)
Lieu de la manifestation :
Marrakech, Maroc
Date de la manifestation :
from 23-06-2010 to 25-06-2010
Manifestation à portée :
International
Titre de l'ouvrage principal :
Control & Automation (MED), 2010 18th Mediterranean Conference on
ISBN/EAN :
978-1-4244-8091-3
Pagination :
1296 - 1301
Peer reviewed :
Peer reviewed
Commentaire :
18th Mediterranean Conference on Control and Automation (MED)
M. Staroswiecki and G. Comtet-Varga, "Analytical redundancy relations for fault detection and isolation in algebraic dynamic systems," Automatica, vol. 37, no. 5, pp. 687-699, 2001.
R. Nikoukhah, "A new methodology for observer design and implementation," IEEE Trans. Automat. Contr., vol. 43, no. 2, pp. 229-234, 1998.
D. Maquin, M. Luong, and J. Ragot, "Fault detection and isolation and sensor network design," Europ. J. Autom., vol. 31, no. 13, pp. 396-406, 1997.
R. Raghuraj, M. Bhushan, and R. Rengaswamy, "Locating sensors in complex chemical plants based on fault diagnostic observability criteria," AIChE J., vol. 45, no. 2, pp. 310-322, Feb. 1999.
M. Krysander and E. Frisk, "Sensor placement for fault diagnosis," IEEE Trans. Syst., Man, Cybern. A, vol. 38, no. 6, pp. 1398-1410, 2008.
C. Commault, J. M. Dion, and S. Y. Agha, "Structural analysis for the sensor location problem in fault detection and isolation," Automatica, vol. 44, no. 8, pp. 2074-2080, aug 2008.
A. A. Yassine, S. Ploix, and J. M. Flaus, "A method for sensor placement taking into account diagnosability criteria," Int. J. Appl. Math. Comput. Sci., vol. 18, no. 4, pp. 497-512, 2008.
L. Travé-Massuyès, T. Escobet, and X. Olive, "Diagnosability analysis based on component supported analytical redundancy relations," IEEE Trans. Syst., Man, Cybern. A, vol. 36, no. 6, pp. 1146-1160, 2006.
A. Chamseddine, H. Noura, T. Raharijaona, and M. Ouldsine, "Structural analysis-based sensor location for diagnosis as optimization problem," in Proc. 46th IEEE Conference on Decision and Control, New Orleans, USA, Dec. 12-14, 2007, pp. 6154-6159.
A. Rosich, R. Sarrate, V. Puig, and T. Escobet, "Efficient optimal sensor placement for model-based FDI using and incremental algorithm," in Proc. 46th IEEE Conference on Decision and Control, New Orleans, USA, Dec. 12-14, 2007, pp. 2590-2595.
M. Blanke, M. Kinnaert, J. Lunze, and M. Staroswiecki, Diagnosis and Fault-Tolerant Control, 2nd ed. Springer, 2006.
R. Sarrate, V. Puig, T. Escobet, and A. Rosich, "Optimal sensor placement for model-based fault detection and isolation," in Proc. 46th IEEE Conference on Decision and Control, New Orleans, USA, Dec. 12-14, 2007, pp. 2584-2589. (Pubitemid 351277544)
L. A. Wosley, Integer Programming. New York, USA: John Wiley & Sons, 1998.
J.-M. Dion, C. Commault, and J. van der Woude, "Generic properties and control of linear strcutured systems: a survey," Automatica, vol. 39, pp. 1125-1144, 2003.
A. Rosich, R. Sarrate, and F. Nejjari, "Optimal sensor placement for FDI using binary integer linear programing," in Proc. DX'09, 20th International Workshop on Principles of Diagnosis, Stockholm, 14-17, 2009.
M. Krysander, J. Åslund, and M. Nyberg, "An efficient algorithm for finding minimal over-constrained sub-systems for model-based diagnosis," IEEE Trans. Syst., Man, Cybern. A, vol. 38, no. 1, 2008.
J. T. Pukrushpan, H. P., and A. G. Stefanopoulou, "Analysis for automotive fuel cell systems," Transactions of the ASME, vol. 126, pp. 14-25, 2004.
The ILOG website. [Online]. Available: http://www.ilog.com/.
