Active fault diagnosis using moving horizon input design

2013 European Control Conference, ECC 2013

Volumn , Issue , 2013, Pages 3131-3136

  Raimondo, Davide M ^a   Braatz, Richard D ^b   Scott, Joseph K ^b  

^a UNIVERSITY OF PAVIA   (Italy)

^b MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FAILURE ANALYSIS; FAULT DETECTION; FEEDBACK;

ACTIVE FAULT DIAGNOSIS; DETERMINISTIC METHODS; DIAGNOSABILITY; EXPLICIT FEEDBACK; MOVING HORIZON; ONLINE COMPUTATIONS; PROCESS MEASUREMENTS; RECEDING-HORIZON FRAMEWORKS;

DESIGN;

EID: 84893255247     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.23919/ecc.2013.6669456     Document Type: Conference Paper

References (20)

1. V. Venkatasubramanian, R. Rengaswamy, K. Yin, and S. Kavuri, "A review of process fault detection and diagnosis: Part I: Quantitative model-based methods, " Comp. & Chem. Eng., vol. 27, no. 3, pp. 293- 311, 2003.
2. A. Zolghadri, "Advanced model-based FDIR techniques for aerospace systems: Today challenges and opportunities, " Progress in Aerospace Sciences, vol. 53, no. 3, pp. 18-29, 2010.
3. L. H. Chiang, E. L. Russell, and R. D. Braatz, Fault Detection and Diagnosis in Industrial Systems. Springer-Verlag, London, 2001.
4. I. Hwang, S. Kim, Y. Kim, and C. E. Seah, "A survey of fault detection, isolation, and reconfiguration methods, " IEEE Trans. Contr. Syst. Technol., vol. 18, no. 3, pp. 636-653, 2010.
5. X. J. Zhang, Auxiliary Signal Design in Fault Detection and Diagnosis. Springer-Verlag, Berlin, 1989.
6. M. Simandl, I. Puncochar, and J. Kralovec, "Rolling horizon for active fault detection, " in IEEE CDC Proc., 2005, pp. 3789-3794.
7. R. Nikoukhah, "Guaranteed active failure detection and isolation for linear dynamical systems, " Automatica, vol. 34, no. 11, pp. 1345-1358, 1998.
8. S. L. Campbell and R. Nikoukhah, Auxiliary Signal Design for Failure Detection. Princeton University Press, 2004.
9. J. K. Scott, R. Findeisen, R. D. Braatz, and D. M. Raimondo, "Design of active inputs for set-based fault diagnosis, " in Proc. of the American Control Conference, 2013.
10. I. Andjelkovic, K. Sweetingham, and S. Campbell, "Active fault detection in nonlinear systems using auxiliary signals, " in Proc. of the American Control Conference, 2008, pp. 2142-2147.
11. R. Nikoukhah, S. L. Campbell, and F. Delebecque, "Detection signal design for failure detection: A robust approach, " Int. J. Adaptive Control and Signal Processing, vol. 14, no. 7, pp. 701-724, 2000.
12. R. Nikoukhah and S. L. Campbell, "Auxiliary signal design for active failure detection in uncertain linear systems with a priori information, " Automatica, vol. 42, no. 2, pp. 219-228, 2006.
13. A. E. Ashari, R. Nikoukhah, and S. L. Campbell, "Asymptotic behavior and solution approximation of active robust fault detection for closedloop systems, " in IEEE CDC Proc., 2009, pp. 1026-1031.
14. A. Ashari, R. Nikoukhah, and S. L. Campbell, "Effects of feedback on active fault detection, " Automatica, vol. 48, pp. 866-872, 2012.
15. L. J. Guibas, A. Nguyen, and L. Zhang, "Zonotopes as bounding volumes, " in 14th ACM-SIAM Symp. on Discrete Algorithms, 2003.
16. M. Althoff, O. Stursberg, and M. Buss, "Computing reachable sets of hybrid systems using a combination of zonotopes and polytopes, " Nonlinear Analysis-Hybrid Systems, vol. 4, no. 2, pp. 233-249, 2010.
17. IBM ILOG CPLEX V12.2 User's Manual for CPLEX, 2012.
18. J. S. Shamma, "Set-valued observers and optimal disturbance rejection, " IEEE Trans. Automat. Contr., vol. 44, pp. 253-264, 1999.
19. J. Bravo, T. Alamo, and E. Camacho, "Bounded error identification of systems with time-varying parameters, " IEEE Trans. Automat. Contr., vol. 51, pp. 1144-1150, 2006.
20. S. Summers, C. Jones, J. Lygeros, and M. Morari, "A multiresolution approximation method for fast explicit model predictive control, " IEEE Trans. Automat. Contr., vol. 56, no. 11, pp. 2530-2541, 2011.