Simultaneous design and control optimization under uncertainty in reaction/separation systems

AIChE Symposium Series

Volumn 98, Issue 326, 2002, Pages 223-238

  Pistikopoulos, Efstratios N ^a   Sakizlis, Vassilis ^a  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

Author keywords

Mixed integer dynamic optimization; Operability; Process control; Process design; Uncertainty

Indexed keywords

EID: 7444250727     PISSN: 00658812     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (43)

1. Allgor, R. J. and P. I. Barton, "Mixed-integer dynamic optimization I: problem formulation," Comput. Chem. Eng., 23, 567-584 (1999).
2. Androulakis, I. P., "Kinetic Mechanism Reduction Based on an Integer Programming Approach.," AIChE J., 46(2), 361-371 (2000).
3. Avraam, M. P., N. Shah, and C. C. Pantelides, "A Decomposition Algorithm for the Optimisation of Hybrid Dynamic Processes," Comput. Chem. Eng., pages Suppl. S451-S454 (1999).
4. Bahri, P. A., J. A. Bandoni, and J. A. Romagnoli, "Integrated Flexibility and Controllability Analysis in Design of Chemical Processes," AIChE J., 43(4), 997-1015 (1997).
5. Bansal, V., R. Ross, J. D. Perkins, and E. N. Pistikopoulos, "The interactions of design and control: double-effect distillation systems," J. Proc. Cont., 10, 219-227 (2000c).
6. Bansal, V., J. D. Perkins, and E. N. Pistikopoulos, "Parametric Programming Algorithms for the Flexibility Analysis and Design of Linear Process Systems," AIChE J., 46(2), 335-354 (2000a).
7. Bansal, V., J. D. Perkins, E. N. Pistikopoulos, R. Ross, and J. M. G. van Schijndel, "Simultaneous Design and Control Optimization under uncertainty," Comput. Chem. Eng., 24(2-7), 261-266 (2000b).
8. Bansal, V., Analysis, Design and Control Optimization of Process Systems under Uncertainty, PhD thesis, Imperial College, University of London (2000).
9. Barton, P. I., R. J. Allgor, W. F. Feehery, and S. Galan, "Dynamic Optimization in a Discontinuous World," Ind. Eng. Chem. Res., 37(3), 966-981 (1998).
10. Barton, P. I., J. R. Banga, and S. Galan, "Optimization of hybrid discrete/continuous systems," Comput. Chem. Eng., 24(9-10), 2171-2182 (2000).
11. Bazaraa, M. S., H. D. Sherali, and C. M. Shetty, Nonlinear Programming. Theory and Applications. Wiley, New York (1993).
12. Biegler, L. T., I. E. Grossmann, and A. W. Westerberg, Systematic Methods of Chemical Process Design. Prentice Hall (1997).
13. Brooke, A., D. Kendrick, and A. Meeraus, GAMS Release 2.25: A User's Guide. San Francisco: The Scientific Press (1992).
14. Bryson, A. E. and Y. Ho, Applied Optimal Control. Taylor & Francis, New York (1975).
15. Dimitriadis, V. D. and E. N. Pistikopoulos, "Flexibility analysis of dynamic systems," Ind. Eng. Chem. Res., 34, 4451-4462 (1995).
16. Duran, M. A. and I. E. Grossmann, "An outer approximation algorithm for a class of mixed integer nonlinear programs," Math. Prog., 36(3), 307-339 (1986).
17. Floudas, C. A., Nonlinear and Mixed-Integer Optimization. New York: Oxford University Press (1995).
18. Geoffrion, A. M., "Generalized Benders decomposition," J. Optim. Theo. Appl., 10, 237-260 (1972).
19. Georgiadis, M. C., R. Gani, and E. N. Pistikopoulos, A Synthesis Method for Hybrid Separation, Technical report, European Commission, Research Contract No: JOE3-CT97-0085 (2000).
20. Georgiadis, M. C., M. Schenk, R. Gani, and E. N. Pistikopoulos, "The Interactions of Design, Control and Operability in Reactive Distillation Systems," Proc. of ESCAPE-11, pages 997-1002 (2001). Denmark May 2001.
21. Grossmann, I. E. and C. A. Floudas, "Active constraint strategy for flexibility analysis in chemical processes," Comput. Chem. Eng., 11, 675-693 (1987).
22. Kister, H. Z., Distillation Operation. New York: McGraw-Hill (1990).
23. Kookos, I. K. and J. D. Perkins, An algorithm for simultaneous process design and control (2000). Submitted for publication to the Ind. Eng. Chem. Res.
24. Mohideen, M. J., J. D. Perkins, and E. N. Pistikopoulos, "Optimal design of dynamic systems under uncertainty," AIChE J., 42, 2251-2272 (1996).
25. Mohideen, M. J., J. D. Perkins, and E. N. Pistikopoulos, "Towards an efficient numerical procedure for mixed integer optimal control," Comput. Chem. Eng., 21, S457-S462 (1997).
26. Mohideen, J. M., Optimal design of Dynamic Systems under Uncertainty, PhD Dissertation, Imperial College of Science, Technology and Medicine, London (1996).
27. Narraway, L. and J. D. Perkins, "Selection of Process control Structure based on economics," Comput. Chem. Eng., 18, Suppl. S511-S515 (1994).
28. Pistikopoulos, E. N. and I. E. Grossmann, "Optimal Retrofit Design for Improving Process Flexibility in Linear Systems," Comput. Chem. Eng., 12(7), 719-731 (1988).
29. PSE, gPROMS Advanced User's Guide. Process Systems Enterprise Ltd., London (1999).
30. Ross, R., V. Bansal, J. D. Perkins, and E. N. Pistikopoulos, A Mixed-Integer Dynamic Optimization Approach to Simultaneous Design and Control, In AIChE Annual Meeting, Paper 220e, Miami Beach Florida, US. American Institute of Chemical Engineering (1998).
31. Ross, R., V. Bansal, J. D. Perkins, E. N. Pistikopoulos, G. L. M. Koot, and J. M. G. Schijndel, "Optimal design and control of an industrial distillation system," Comput. Chem. Eng., 23, S875-S878 (1999).
32. Sakizlis, V., V. Bansal, R. Ross, J. D. Perkins, and E. N. Pistikopoulos, "New Algorithms for Mixed-Integer Dynamic Optimization," Proc. of ESCAPE-11, pages 273-278 (2001). Denmark May 2001.
33. Samsatli, N. J., L. G. Papageorgiou, and N. Shah, "Robustness Metrics for Dynamic Optimization Models under Parameter Uncertainty," AIChE J., 44(9), 1993-2006 (1998).
34. Sargent, R. W. H. and G. R. Sullivan, Development of an Efficient Optimal Control Package, In Proc. 8th IFIP conf. optimization techniques, Wurzuburg. IFIP (1977).
35. Schenk, M., R. Gani, D. Bogle, and E. N. Pistikopoulos, "A hybrid modelling approach for separation systems involving distillation," Chem. Eng. Res. Des., 77(A6), 519-534 (1999).
36. Schweiger, C. A. and C. A. Floudas, Interaction of design and control: optimization with dynamic models, In Hager, W. W. and P. M. Pardalos, editors, Optimal Control: Theory, Algorithms and Applications, pages 388-435. Kluwer (1997).
37. Schweiger, C. A., A. Rojnuckarin, and C. A. Floudas, MINOPT: User's Guide. Princeton University, software version 2.0 edition (1997).
38. Sharif, M., N. Shah, and C. C. Pantelides, "On the Design of Multicomponent Batch Distillation Columns," Comput. Chem. Eng., 22, Suppl. S69-S76 (1998).
39. Swartz, C. L. E., J. D. Perkins, and E. N. Pistikopoulos, Incorporation of Controllability in Process Design Through Controller Parameterization, In Process Control and Instrumentation 2000, pages 49-54. University of Strathclyde (2000).
40. Van Schijndel, J. M. G. and E. N. Pistikopoulos, Towards the Integration of Process Design, Process Control & Process Operability - Current Status & Future Trends, In Malone, M. F., J. A. Trainham, and B. Carnahan, editors, Foundations of Computer-Aided Process Design, volume 96, pages 99-112, Breckenridge, Colorado. American Institute of Chemical Engineers (2000).
41. Vassiliadis, V. S., R. W. H. Sargent, and C. C. Pantelides, "Solution of a class of multistage dynamic optimization problems. 1. Problems without path constraints.," Ind. Eng. Chem. Res., 33(9), 2111-2122 (1994).
42. Vassiliadis, V., Computational Solution of Dynamic Optimization Problems with General Differential - Algebraic Constraints, PhD Dissertation, Imperial College of Science, Technology and Medicine, London (1993).
43. Viswanathan, J. and I. E. Grossmann, "A Compined penalty function and Outer Approximation method for MINLP Optimization," Computers and Chemical Engineering, 14(7), 769-780 (1999).