An integrated fault detection and isolation and safe-parking framework for networked process systems

Industrial and Engineering Chemistry Research

Volumn 50, Issue 9, 2011, Pages 5667-5679

  Du, Miao ^a   Gandhi, Rahul ^a   Mhaskar, Prashant ^a  

^a MCMASTER UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ACTUATOR FAULT; CHEMICAL PROCESS; CORRESPONDING RELATIONS; FAULT DETECTION AND ISOLATION; FAULT TOLERANT CONTROL; NOMINAL OPERATIONS; OPERATING POINTS; PROCESS MODEL; PROCESS SYSTEM; RECYCLE STREAM; STATE MEASUREMENTS;

ACTUATORS; PARKS; UNCERTAINTY ANALYSIS;

FAULT DETECTION;

EID: 79955545450     PISSN: 08885885     EISSN: 15205045     Source Type: Journal    
DOI: 10.1021/ie101786t     Document Type: Article

References (35)

1. Venkatasubramanian, V.; Rengaswamy, R.; Kavuri, S. N.; Yin, K. A review of process fault detection and diagnosis Part III: Process history based methods Comput. Chem. Eng. 2003, 27, 327-346 (Pubitemid 36285964)
2. Ohran, B. J.; Muñoz de la Peña, D.; Davis, J. F.; Christofides, P. D. Enhancing data-based fault isolation through nonlinear control AIChE J. 2008, 54, 223-241
3. Ohran, B. J.; Liu, J.; Muñoz de la Peña, D.; Christofides, P. D.; Davis, J. F. Data-based fault detection and isolation using feedback control: Output feedback and optimality Chem. Eng. Sci. 2009, 64, 2370-2383
4. Patton, R. J.; Chen, J. Optimal unknown input distribution matrix selection in robust fault diagnosis Automatica 1993, 29, 837-841 (Pubitemid 23690852)
5. Chen, J.; Patton, R. J.; Zhang, H.-Y. Design of unknown input observers and robust fault detection filters Int. J. Control 1996, 63, 85-105 (Pubitemid 126519369)
6. Hamelin, F.; Sauter, D. Robust fault detection in uncertain dynamic systems Automatica 2000, 36, 1747-1754
7. Venkatasubramanian, V.; Rengaswamy, R.; Yin, K.; Kavuri, S. N. A review of process fault detection and diagnosis Part I: Quantitative model-based methods Comput. Chem. Eng. 2003, 27, 293-311 (Pubitemid 36285962)
8. Chen, W.; Saif, M. Adaptive actuator fault detection, isolation and accommodation in uncertain systems Int. J. Control 2007, 80, 45-63 (Pubitemid 44726487)
9. Ding, S. X.; Zhang, P.; Naik, A.; Ding, E. L.; Huang, B. Subspace method aided data-driven design of fault detection and isolation systems J. Process Control 2009, 19, 1496-1510
10. Zhang, X.; Polycarpou, M. M.; Parisini, T. A robust detection and isolation scheme for abrupt and incipient faults in nonlinear systems IEEE Trans. Autom. Control 2002, 47, 576-593 (Pubitemid 34554827)
11. Zhang, X.; Parisini, T.; Polycarpou, M. M. Sensor bias fault isolation in a class of nonlinear systems IEEE Trans. Autom. Control 2005, 50, 370-376 (Pubitemid 40448587)
12. Mhaskar, P.; Gani, A.; El-Farra, N. H.; McFall, C.; Christofides, P. D.; Davis, J. F. Integrated fault-detection and fault-tolerant control for process systems AIChE J. 2006, 52, 2129-2148 (Pubitemid 43837614)
13. Mhaskar, P.; McFall, C.; Gani, A.; Christofides, P. D.; Davis, J. F. Isolation and handling of actuator faults in nonlinear systems Automatica 2008, 44, 53-62
14. Bokor, J.; Szabó, Z. Fault detection and isolation in nonlinear systems Annu. Rev. Control 2009, 33, 113-123
15. Ghantasala, S.; El-Farra, N. H. Robust actuator fault isolation and management in constrained uncertain parabolic PDE systems Automatica 2009, 45, 2368-2373
16. Zhang, X.; Polycarpou, M. M.; Parisini, T. Fault diagnosis of a class of nonlinear uncertain systems with Lipschitz nonlinearities using adaptive estimation Automatica 2010, 46, 290-299
17. De Persis, C.; Isidori, A. A geometric approach to nonlinear fault detection and isolation IEEE Trans. Autom. Control 2001, 46, 853-865 (Pubitemid 32609873)
18. Wang, Z. D.; Huang, B.; Unbehauen, H. Robust reliable control for a class of uncertain nonlinear state-delayed systems Automatica 1999, 35, 955-963
19. El-Farra, N. H. Integrated fault detection and fault-tolerant control architectures for distributed processes Ind. Eng. Chem. Res. 2006, 45, 8338-8351 (Pubitemid 46057385)
20. Mhaskar, P. Robust model predictive control design for fault-tolerant control of process systems Ind. Eng. Chem. Res. 2006, 45, 8565-8574 (Pubitemid 46057405)
21. Armaou, A.; Demetriou, M. A. Robust detection and accommodation of incipient component and actuator faults in nonlinear distributed processes AIChE J. 2008, 54, 2651-2662
22. Kapoor, N.; Daoutidis, P. Stabilization of nonlinear processes with input constraints Comput. Chem. Eng. 2000, 24, 9-21 (Pubitemid 30347568)
23. Mayne, D. Q.; Rawlings, J. B.; Rao, C. V.; Scokaert, P. O. M. Constrained model predictive control: Stability and optimality Automatica 2000, 36, 789-814 (Pubitemid 30587683)
24. Dubljevic, S.; Kazantzis, N. A new Lyapunov design approach for nonlinear systems based on Zubov's method Automatica 2002, 38, 1999-2007
25. Christofides, P. D.; El-Farra, N. H. Control of Nonlinear and Hybrid Process Systems: Designs for Uncertainty, Constraints and Time-Delays; Springer-Verlag: Berlin, Germany, 2005.
26. Huynh, N.; Kazantzis, N. Parametric optimization of digitally controlled nonlinear reactor dynamics using Zubov-like functional equations J. Math. Chem. 2005, 38, 499-519
27. Karafyllis, I.; Kravaris, C. Robust output feedback stabilization and nonlinear observer design Syst. Control Lett. 2005, 54, 925-938 (Pubitemid 41231026)
28. Mhaskar, P.; El-Farra, N. H.; Christofides, P. D. Predictive control of switched nonlinear systems with scheduled mode transitions IEEE Trans. Autom. Control 2005, 50, 1670-1680 (Pubitemid 41748864)
29. Martini, R. A.; Chylla, R. W., Jr.; Cinar, A. Fault-tolerant computer control of a time delay system: sensor failure tolerance by controller reconfiguration Comput. Chem. Eng. 1987, 11, 481-488
30. Mhaskar, P.; Gani, A.; McFall, C.; Christofides, P. D.; Davis, J. F. Fault-tolerant control of nonlinear process systems subject to sensor faults AIChE J. 2007, 53, 654-668 (Pubitemid 46473317)
31. Gandhi, R.; Mhaskar, P. Safe-parking of nonlinear process systems Comput. Chem. Eng. 2008, 32, 2113-2122
32. Mahmood, M.; Gandhi, R.; Mhaskar, P. Safe-parking of nonlinear process systems: Handling uncertainty and unavailability of measurements Chem. Eng. Sci. 2008, 63, 5434-5446
33. Gandhi, R.; Mhaskar, P. A safe-parking framework for plant-wide fault-tolerant control Chem. Eng. Sci. 2009, 64, 3060-3071
34. Tatara, E.; Birol, I.; Teymour, F.; Cinar, A. Agent-based control of autocatalytic replicators in networks of reactors Comput. Chem. Eng. 2005, 29, 807-815 (Pubitemid 40432106)
35. Liu, J.; Muñoz de la Peña, D.; Christofides, P. D. Distributed model predictive control of nonlinear process systems AIChE J. 2009, 55, 1171-1184