Sensor placement for fault isolation in linear differential-algebraic systems

Automatica

Volumn 45, Issue 2, 2009, Pages 364-371

  Frisk, Erik ^a   Krysander, Mattias ^a   Åslund, Jan ^a  

^a LINKÖPING UNIVERSITY   (Sweden)

Author keywords

Diagnosis; Fault isolation; Linear differential algebraic equations; Sensor placement

Indexed keywords

DIFFERENTIAL EQUATIONS; SPECIFICATIONS;

ALGEBRAIC MODELS; ANALYTICAL EXPRESSIONS; DETECTABILITY; DIFFERENTIAL-ALGEBRAIC SYSTEMS; FAULT ISOLATION; LINEAR DIFFERENTIAL-ALGEBRAIC EQUATIONS; REQUIREMENT SPECIFICATIONS; SENSOR LOCATIONS; SENSOR PLACEMENT;

SENSORS;

EID: 58349093943     PISSN: 00051098     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.automatica.2008.08.013     Document Type: Article

References (18)

1. Basseville M., Benveniste A., Moustakides G.V., and Rougé A. Optimal sensor location for detecting changes in dynamical behavior. IEEE Transactions on Automatic Control 32 12 (1987) 1067-1975
2. Commault, C., Dion, J., & Agha, S.Y. (2006). Structural analysis for the sensor location problem in fault detection and isolation In Proceedings of IFAC safeprocess'06
3. Cordier M.O., Dague P., Levy F., Montmain J., Staroswiecki M., and Travé-Massuyès L. Conflicts versus analytical redundancy relations: A comparative analysis of the model based diagnosis approach from the artificial intelligence and automatic control perspectives. IEEE Transaction on Systems, Man, and Cybernetics-Part B 34 5 (2004) 2163-2177
4. de Kleer J. Diagnosing multiple faults. Artificial Intelligence 32 1 (1987) 97-130
5. Debouk R., Lafortune S., and Teneketzis D. On an optimization problem in sensor selection. Discrete Event Systems: Theory and Applications 12 4 (2002) 417-445
6. Frisk, E., & Krysander, M. (2007). Sensor placement for maximum fault isolability. In: Proceedings of 18th international workshop on principles of diagnosis(pp. 106-113)
7. Henrion D., and Sebek M. An algorithm for polynomial matrix factor extraction. International Journal of Control 73 8 (2000) 686-695
8. Kailath T. Linear systems (1980), Prentice-Hall
9. Krysander M., A °slund J., and Nyberg M. An efficient algorithm for finding minimal over-constrained sub-systems for model-based diagnosis. IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans 38 1 (2008)
10. Krysander M., and Frisk E. Sensor placement for fault diagnosis. IEEE Transaction on Systems, Man, and Cybernetics-Part A 38 6 (2008) 1-1410
11. Murota K. Matrices and matroids for system analysis (2000), Springer-Verlag. 3-540-66024-0
12. Nyberg M. Criterions for detectability and strong detectability of faults in linear systems. International Journal of Control 75 7 (2002) 490-501
13. Nyberg M., and Frisk E. Residual generation for fault diagnosis of systems described by linear differential-algebraic equations. IEEE Transactions on Automatic Control 51 12 (2006) 1995-2000
14. Polderman J.W., and Willems J.C. Introduction to mathematical systems theory: A behavioral approach (1997), New York: Springer Verlag
15. Raghuraj R., Bhushan M., and Rengaswamy R. Locating sensors in complex chemical plants based on fault diagnostic observability criteria. AIChE 45 2 (1999) 310-322
16. Reiter R. A theory of diagnosis from first principles. Artificial Intelligence 32 1 (1987) 57-95
17. Travé-Massuyès L., Escobet T., and Olive X. Diagnosability analysis based on component-supported analytical redundancy relations. IEEE Transaction on Systems, Man, and Cybernetics-Part A 36 6 (2006) 1146-1160
18. Wang H., Song Z., and Wang H. Statistical process monitoring using improved PCA with optimized sensor locations. Journal of Process Control 12 6 (2002) 735-744