Fault detection and fault-tolerant control of particulate processes using population balance models

Proceedings of the American Control Conference

Volumn , Issue , 2007, Pages 4148-4153

  El Farra, Nael H ^a   Giridhar, Arthi ^a  

^a University of California Davis   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACTUATORS; CONTROL SYSTEM ANALYSIS; CONTROL THEORY; CONVEYING; ESTIMATION; FAULT DETECTION; FEEDBACK; MATHEMATICAL MODELS; MILITARY DATA PROCESSING; MODAL ANALYSIS; ROBUST CONTROL; ROBUSTNESS (CONTROL SYSTEMS); STATE ESTIMATION; STATE FEEDBACK;

(E ,3E) PROCESS; ACTUATOR FAULTS; APPLIED (CO); CONTROL CONSTRAINTS; CONTROLLER RECONFIGURATION; CRYSTALLIZER; DETECTION THRESHOLDS; ESTIMATION ERRORS; FAULT-TOLERANT CONTROL (FTC); MODEL BASED (OPC); MODEL REDUCTIONS; NONLINEAR FEEDBACK; PARTICULATE PROCESSING; POPULATION BALANCE MODEL (PBM); PROCESS DYNAMICS; PROCESS MEASUREMENTS; REDUCED-ORDER-MODEL (ROM); SUPERVISORY CONTROL;

PROCESS CONTROL;

EID: 46449100151     PISSN: 07431619     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ACC.2007.4282759     Document Type: Conference Paper

References (24)

1. A. D. Randolph, L. Chen, and A. Tavana, "Feedback control of CSD in a KCl crystallizer with a fines dissolver," AIChE J., vol. 33, pp. 583-591, 1987.
2. J. Dimitratos, G. Elicabe, and C. Georgakis, "Control of emulsion polymerization reactors," AIChE J., vol. 40, pp. 1993-2021, 1994.
3. S. M. Miller and J. B. Rawlings, "Model identification and control strategies for batch cooling crystallizers," AIChE J., vol. 40, pp. 1312-1327, 1994.
4. D. Semino and W. H. Ray, "Control of systems described by population balance equations-II. emulsion polymerization with constrained control action," Chem. Eng. Sci., vol. 50, pp. 1825-1839, 1995.
5. N. H. El-Farra, T. Chiu, and P. D. Christofides, "Analysis and control of particulate processes with input constraints," AIChE J., vol. 47, pp. 1849-1865, 2001.
6. P. D. Christofides, Model-Based Control of Particulate Processes. Netherlands: Kluwer Academic Publishers, 209 pages, 2002.
7. G. Zhang and S. Rohani, "On-line optimal control of a seeded batch cooling crystallizer," Chem. Eng. Sci., vol. 58, pp. 1887-1896, 2003.
8. M. J. Park, M. T. Dokucu, and F. J. Doyle, "Regulation of the emulsion particle size distribution to an optimal trajectory using partial least squares model-based predictive control," Ind. Eng. Chem. Res., vol. 43, pp. 7227-7237, 2004.
9. D. Shi, N. H. El-Farra, M. Li, P. Mhaskar, and P. D. Christofides, "Predictive control of particle size distribution in particulate processes," Chem. Eng. Sci., vol. 61, pp. 268-281, 2006.
10. P. Larsen, D. Patience, and J. B. Rawlings, "Industrial crystallization process control," IEEE Contr. Syst. Mag., vol. 26, pp. 70-80, 2006.
11. D. M. Himmelblau, Fault Detection and Diagnosis in Chemical and Petrochemical Processes. New York: Elsevier Scientific Pub., 1978.
12. M. Basila, G. Stefanek, and A. Cinar, "A model-object based supervisory expert system for fault tolerant chemical reactor control," Comp. & Chem. Eng., vol. 14, pp. 551-560, 1990.
13. P. M. Frank, "Fault diagnosis in dynamic systems using analytical and knowledge-based redundancy - a survey and some new results," Automatica, vol. 26, pp. 459-474, 1990.
14. C. DePersis and A. Isidori, "A geometric approach to nonlinear fault detection and isolation," IEEE Trans. Automat. Contr., vol. 46, pp. 853-865, 2001.
15. S. Simani, C. Fantuzzi, and R. Patton, Model-based Fault Diagnosis in Dynamic Systems Using Identification Techniques. London: Springer, 2003.
16. M. Blanke, M. Kinnaert, J. Lunze, and M. Staroswiecki, Diagnosis and Fault-Tolerant Control. Berlin-Heidelberg: Springer, 2003.
17. L. Cheng, E. Kwok, and B. Huang, "Closed-loop fault detection using local approach," Can. J. Chem. Eng., vol. 81, pp. 1101-1108, 2003.
18. N. Mehranbod, M. Soroush, and C. Panjapornpon, "A method of sensor fault detection and identification," J. Proc Contr., vol. 15, pp. 321-339, 2005.
19. P. D. Christofides and N. H. El-Farra, Control of Nonlinear and Hybrid Process Systems: Designs for Uncertainty, Constraints and Time-Delays, 446 pages. Berlin, Germany: Springer-Verlag, 2005.
20. N. H. El-Farra and A. Giridhar, "Detection and management of actuator faults in controlled particulate processes using population balance models," Chem. Eng. Sci., in press, 2007.
21. S. J. Lei, R. Shinnar, and S. Katz, "The stability and dynamic behavior of a continuous crystallizer with a fines trap," AIChE J., vol. 17, pp. 1459-1470, 1971.
22. G. R. Jerauld, Y. Vasatis, and M. F. Doherty, "Simple conditions for the appearance of sustained oscillations in continuous crystallizers," Chem. Eng. Sci., vol. 38, pp. 1675-1681, 1983.
23. C. F. Bohren and D. R. Huffman, Absorption and Scattering of Light by Small Particles. New York: Wiley, 1983.
24. J. B. Rawlings, S. M. Miller, and W. R. Witkowski, "Model identification and control of solution crystallization processes," Ind. Eng. Chem. Res., vol. 32, pp. 1275-1296, 1993.