Data-driven design of fault-tolerant control systems

IFAC Proceedings Volumes (IFAC-PapersOnline)

Volumn 45, Issue 20 PART 1, 2012, Pages 1323-1328

  Ding, S X ^a   Wang, Y ^a   Yin, S ^a   Zhang, P ^a   Yang, Y ^b   Ding, E L ^c  

^a UNIVERSITY OF DUISBURG ESSEN   (Germany)

^b PEKING UNIVERSITY   (China)

^c WESTPHALIAN UNIVERSITY OF APPLIED SCIENCES   (Germany)

Author keywords

Data driven methods; Fault detection; Fault tolerant control architecture

Indexed keywords

FAULT DETECTION; FAULT TOLERANCE; PARAMETERIZATION; PLANT MANAGEMENT;

DATA-DRIVEN DESIGN; DATA-DRIVEN METHODS; FAULT TOLERANT CONTROL; FAULT TOLERANT CONTROL SYSTEMS; OBSERVER-BASED; PROPOSED ARCHITECTURES; STABILIZATION CONTROLLERS; YOULA PARAMETERIZATION;

PROCESS CONTROL;

EID: 84867094337     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3182/20120829-3-MX-2028.00125     Document Type: Conference Paper

References (22)

1. M. Blanke, M. Kinnaert, J. Lunze, and M. Staroswiecki. Diagnosis and Fault-Tolerant Control. Springer, 2003.
2. C. T. Chen. Linear System Theory and Design. Holt Rinehart, Winston, 1984.
3. S. X. Ding. Model-Based Fault Diagnosis Techniques - Design Schemes, Algorithms, and Tools. Springer-Verlag, 2008.
4. S. X. Ding, S. Yin, P. Zhang, E.L. Ding, and A. Naik. An approach to data-driven adaptive residual generator design and implementation. Proc. of IFAC Symp. SAFEPROCESS, 2009a.
5. S. X. Ding, P. Zhang, A. Naik, E.L. Ding, and B. Huang. Subspace method aided data-driven design of fault detection and isolation systems. Journal of Process Control, 19:1496-1510, 2009b.
6. S. X. Ding, G. Yang, P. Zhang, E.L. Ding, T. Jeinsch, N. Weinhold, and M. Schulalbers. Feedback control structures, embedded residual signals and feedcak control schemes with an integrated residual access. IEEE Trans. on Contr. Syst. Tech., 18:352-367, 2010.
7. J.F. Dong and M. Verhaegen. Subspace based fault detection and identification for lti systems. the 7th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, pages 330-335, 2009.
8. J. J. Gertler. Fault Detection and Diagnosis in Engineering Systems. Marcel Dekker, 1998.
9. R. Isermann. Fault Diagnosis Systems. Springer-Verlag, 2006.
10. B. Kulcsar, J.F. Dong, and M. Verhaegen. Model-free fault tolerant control approach for linear parameter varying systems. the 7th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, pages 876-881, 2009.
11. A. Marcos and G. J. Balas. A robust integrated controller/disgnosis aircraft application. Int. J. of robust and nonlinear contr., 15:531-551, 2005.
12. G. Mercere and L. Bako. Parameterization and identification of multivariable state-space systems: A canonical approach. Automatica, 47:1547-1555, 2011.
13. H. Niemann and J. Stoustrup. Integration of control and fault detection: Nominal and robust design. Proc. of the 3rd IFAC Symp. SAFEPROCESS, 1:341-346, 1997.
14. H. Niemann and J. Stoustrup. Fault tolerant control based on LTR design. Proc. of the IEEE CDC, pages 2453-2458, 2003.
15. R. J. Patton. Fault-tolerant control: The 1997 situation. Proc. of the IFAC Symp. SAFEPROCESS 97, pages 1033-1055, 1997.
16. R. J. Patton, P. M. Frank, and R. N. Clark (Eds.). Issues of Fault Diagnosis for Dynamic Systems. Springer, 2000.
17. S. J. Qin. An overview of subspace identification. Computers and Chemical Engineering, 30:1502-1513, 2006.
18. S. J. Qin and W. Li. Detection and identification of faulty sensors in dynamic processes. AIChE Journal, 47:1581-1593, 2001.
19. J. Stoustrup, M. Grimble, and H. Niemann. Design of integrated systems for the control and detection of Actuator/Sensor faults. Sensor review, 17:138-149, 1997.
20. N. Thornhill, S. Patwardhan, and S. Shah. A continous stirred tank heater simulation model with applications. J. of Process contr., 18, 2008.
21. K. Zhou and Z. Ren. A new controller architecture for high performance, robust, and fault-tolerant control. IEEE Trans. on Autom. Contr., 46:1613-1618, 2001.
22. K. Zhou, J.C. Doyle, and K. Glover. Robust and Optimal Control. Prentice-Hall, Upper Saddle River, New Jersey, 1996.