Detection, isolation and handling of actuator faults in distributed model predictive control systems

Journal of Process Control

Volumn 20, Issue 9, 2010, Pages 1059-1075

  Chilin, David ^a   Liu, Jinfeng ^a   Muñoz De La Peña, David ^b   Christofides, Panagiotis D ^a   Davis, James F ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b UNIVERSITY OF SEVILLE   (Spain)

Author keywords

Distributed model predictive control; Fault detection and isolation; Fault tolerant control; Nonlinear processes

Indexed keywords

ACTUATOR FAULT; CHEMICAL PROCESS; CLOSED LOOP STABILITY; CONTINUOUS STIRRED TANK REACTOR; CONTROL ACTUATORS; CONTROL INPUTS; DISTRIBUTED CONTROL SCHEMES; DISTRIBUTED CONTROL SYSTEM; DISTRIBUTED MODEL PREDICTIVE CONTROL; FAULT DETECTION AND ISOLATION; FAULT TOLERANT CONTROL; FAULT TOLERANT CONTROL SYSTEMS; LYAPUNOV; MATHEMATICAL ANALYSIS; MODEL PREDICTIVE CONTROLLERS; MODEL-BASED FAULT DETECTION; NONLINEAR PROCESS; PERFORMANCE SPECIFICATIONS; RECYCLE STREAM; STABILIZABILITY;

ACTUATORS; CONTROL SYSTEM STABILITY; CONTROL THEORY; DISTRIBUTED PARAMETER CONTROL SYSTEMS; DISTRIBUTED PARAMETER NETWORKS; FAULT DETECTION; FAULT TOLERANT COMPUTER SYSTEMS; MODEL PREDICTIVE CONTROL; PREDICTIVE CONTROL SYSTEMS; SYSTEM STABILITY;

CLOSED LOOP CONTROL SYSTEMS;

EID: 77956431143     PISSN: 09591524     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jprocont.2010.05.001     Document Type: Conference Paper

References (35)

1. E.B. Ydstie New vistas for process control: Integrating physics and communication networks AIChE Journal 48 2002 422 426
2. P.D. Christofides, J.F. Davis, N.H. El-Farra, D. Clark, K.R.D. Harris, and J.N. Gipson Smart plant operations: vision, progress and challenges AIChE Journal 53 2007 2734 2741
3. E. Camponogara, D. Jia, B.H. Krogh, and S. Talukdar Distributed model predictive control IEEE Control Systems Magazine 22 2002 44 52
4. J.B. Rawlings, and B.T. Stewart Coordinating multiple optimization-based controllers: new opportunities and chanllenges Journal of Process Control 18 2008 839 845
5. R. Scattolini Architectures for distributed and hierarchical model predictive control - a review Journal of Process Control 19 2009 723 731
6. W.B. Dunbar Distributed receding horizon control of dynamically coupled nonlinear systems IEEE Transactions on Automatic Control 52 2007 1249 1263
7. A. Richards, and J.P. How Robust distributed model predictive control International Journal of Control 80 2007 1517 1531
8. D. Jia, and B. Krogh Min-max feedback model predictive control for distributed control with communication Proceedings of the American Control Conference Anchorage 2002 4507 4512
9. A.N. Venkat, J.B. Rawlings, and S.J. Wright Stability and optimality of distributed model predictive control Proceedings of the 44th IEEE Conference on Decision and Control, and the European Control Conference ECC 2005 Seville, Spain 2005 6680 6685
10. T. Keviczky, F. Borrelli, and G.J. Balas Decentralized receding horizon control for large scale dynamically decoupled systems Automatica 42 2006 2105 2115
11. L. Magni, and R. Scattolini Stabilizing decentralized model predictive control of nonlinear systems Automatica 42 2006 1231 1236 (Pubitemid 43767483)
12. D.M. Raimondo, L. Magni, and R. Scattolini Decentralized MPC of nonlinear system: an input-to-state stability approach International Journal of Robust and Nonlinear Control 17 2007 1651 1667
13. J.M. Maestre, D. Muñoz de la Peña, and E.F. Camacho A distributed MPC scheme with low communication requirements Proceedings of 2009 American Control Conference Saint Louis, MO, USA 2009 2797 2802
14. J. Liu, D. Muñoz de la Peña, and P.D. Christofides Distributed model predictive control of nonlinear process systems AIChE Journal 55 2009 1171 1184
15. J. Liu, D. Muñoz de la Peña, and P.D. Christofides Distributed model predictive control of nonlinear systems subject to asynchronous and delayed measurements Automatica 46 2010 52 61
16. J. Liu, X. Chen, D. Muñoz de la Peña, P.D. Christofides, Sequential and iterative architectures for distributed model predictive control of nonlinear process systems, AIChE Journal, doi:10.1002/aic.12155, in press.
17. P.M. Frank Fault diagnosis in dynamic systems using analytical and knowledge-based redundancy - a survey and some new results Automatica 26 1990 459 474
18. P.M. Frank, and X. Ding Survey of robust residual generation and evaluation methods in observer-based fault detection systems Journal of Process Control 7 1997 403 424
19. S.H. Zad, and M. Massoumnia Generic solvability of the failure detection and identification problem Automatica 35 1999 887 893
20. N. Mehranbod, M. Soroush, and C. Panjapornpon A method of sensor fault detection and identification Journal of Process Control 15 2005 321 339
21. C. DePersis, and A. Isidori A geometric approach to nonlinear fault detection and isolation IEEE Transactions on Automatic Control 46 2001 853 865 (Pubitemid 32609873)
22. C. DePersis, and A. Isidori On the design of fault detection filters with game-theoretic-optimal sensitivity International Journal of Robust & Nonlinear Control 12 2002 729 747
23. F. Ahmed-Zaid, P.A. Ioannou, K. Gousman, and R. Rooney Accommodation of failures in the flight control system of the F-16 aircraft using adaptive control IEEE Control Systems Magazine 11 1991 73 78
24. R.J. Patton Fault-tolerant control systems: the 1997 situation Proceedings of the IFAC Symposium SAFEPROCESS 1997 Hull, United Kingdom 1997 1033 1054
25. P. Mhaskar, A. Gani, N.H. El-Farra, P.D. Christofides, and J.F. Davis Integrated fault-detection and fault-tolerant control of process systems AIChE Journal 52 2006 2129 2148 (Pubitemid 43837614)
26. P. Mhaskar, A. Gani, C. McFall, P.D. Christofides, and J.F. Davis Fault-tolerant control of nonlinear process systems subject to sensor data losses AIChE Journal 53 2007 654 668
27. N.H. El-Farra, and S. Ghantasala Actuator fault isolation and reconfiguration in transport-reaction processes AIChE Journal 53 2007 1518 1537
28. S. Ghantasala, and N.H. El-Farra Robust actuator fault isolation and management in constrained uncertain parabolic PDE systems Automatica 45 2009 2368 2373
29. M.A. Demetriou, K. Ito, and R.C. Smith Adaptive monitoring and accommodation of nonlinear actuator faults in positive real infinite dimensional systems IEEE Transactions on Automatic Control 52 2007 2332 2338
30. A. Armaou, and M.A. Demetriou Robust detection and accommodation of incipient component and actuator faults in nonlinear distributed processes AIChE Journal 54 2008 2651 2662
31. H.K. Khalil Nonlinear Systems 2nd ed. 1996 Macmillan Publishing Company New York
32. P.D. Christofides, and N.H. El-Farra Control of Nonlinear and Hybrid Process Systems: Designs for Uncertainty, Constraints and Time-Delays 2005 Springer New York
33. P. Mhaskar, C. McFall, A. Gani, P.D. Christofides, and J.F. Davis Isolation and handling of actuator faults in nonlinear systems Automatica 44 2008 53 62
34. B. Ohran, D. Muñoz de la Peña, P.D. Christofides, and J.F. Davis Enhancing data-based fault isolation through nonlinear control AIChE Journal 53 2008 2734 2741
35. D. Muñoz de la Peña, and P.D. Christofides Lyapunov-based model predictive control of nonlinear systems subject to data losses IEEE Transactions on Automatic Control 53 2008 2076 2089