Abstract
The evaluation and optimization of flexible chemical processes remains one of the most challenging problems in Process Systems Engineering. In this paper an overview of recent methods for quantifying the property of flexibility in chemical plants will be presented. As will he shown, these methods are gradually evolving from deterministic worst-case measures for feasible operation to stochastic measures that account for the distribution functions of the uncertain parameters. Another trend is the simultaneous handling of discrete and continuous uncertainties with the aim of developing measures for flexibility and reliability that can be integrated within a common framework. It will be then shown how some of these measures can be incorporated in the optimization of chemical processes. In particular, the problem of optimization of flexibility for multiproduct batch plants will be discussed.
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References
Floudas, C.A. and I.E. Grossmann: Synthesis of Flexible Heat Exchanger Networks with Uncertain Flowrates and Temperatures. Comp. Chem. Eng. 11, 319 (1987).
Geoffrion, A.M.: Generalized Benders Decomposition. JOTA 10, 237–260 (1972).
Grossmann, I.E. and C.A. Floudas: Active Constraint Strategy for Flexibility Analysis in Chemical Processes. Comp. Chem. Eng. 11, 675 (1987).
Grossmann, I.E., K.P. Halemane and R.E. Swaney: Optimization Strategies for Flexible Chemical Processes. Comp. Chem. Eng. 7, 439 (1983).
Grossmann, I.E. and M. Moroi: Operability, Resiliency and Flexibility-Process Design Objectives for a Changing World. Proc. 2nd Int. Conf. Foundations Computer Aided Process Design (Westerberg and Chien Eds.). CACHE, 937 (1984).
Grossmann, I.E. and R.W.H. Sargent: Optimum Design of Multipurpose Chemical Plants. Ind.Eng.Chem. Process Design Dev. 18, 343–348 (1978).
Grossmann, I.E. and D.A. Straub: Recent Developments in the Evaluation and Optimization of Flexible Chemical Processes. Proceedings of COPE-91 (eds. Puigjaner, L. and A. Espuna), Barcelona, Spain,49–59 (1991)
Halemane, K.P. and Grossmann, I.E.: Optimal Process Design under Uncertainty. AIChE J. 29, 425, (1983).
Johns, W.R., G. Marketos and D.W.T. Rippin: The Optimal Design of Chemical Plant to Meet Time-varying Demands in the Presence of Technical and Commercial Uncertainty. Design Congress 76, F1, (1976).
Kabatek, U. and R.E. Swaney: Worst-Case Identification in Structured Process Systems. Comp. Chem. Eng. 16, 1063–1072 (1992).
Malik, R.K. and R.R. Hughes: Optimal Design of Flexible Chemical Processes. Comp. Chem. Eng. 3, 473 (1979).
Marketos, G.: The Optimal Design of Chemical Plant Considering Uncertainty and Changing Circumstances. Doctoral Dissertation No 5607 ETH Zurich, (1975).
Pistikopoulos, E.N. and Grossmann, I.E.: Optimal Retrofit Design for Improving Process Flexibility in Linear Systems. Comp. Chem. Engng. 12, 719 (1988).
Pistikopoulos, E.N. and Grossmann, I.E.: Stochastic Optimization of Flexibility in Retrofit Design of Linear Systems. Comp. Chem. Engng. 12, 1215 (1988).
Pistikopoulos, E.N. and I.E.Grossmann: Optimal Retrofit Design for Improving Process Flexibility in Nonlinear Systems- I Fixed Degree of Flexibility. Comp. Chem. Engng. 13, 1003 (1989).
Pistikopoulos, E.N. and Grossmann, I.E.: Optimal Retrofit Design for Improving Process Flexibility in Nonlinear Systems- II Optimal Level of Flexibility. Comp. Chem. Eng. 13, 1087 (1989).
Pistikopoulos, E.N. and T.A. Mazzuchi, “A Novel Flexibility Analysis Approach for Processes with Stochastic Parameters,” Comp. Chem. Eng., Vol. 14, No. 9, pp.991–1010 (1990).
Pistikopoulos, E.N., T.A. Mazzuchi and C.F.H. Van Rijn: Flexibility, Reliability, and Availability Analysis of Manufacturing Processes: A Unified Approach. Comp. App. in Chem. Eng. (eds. Bussemaker, H. Th. and Iedema, P.D.) Elsevier, Amsterdam (1990).
Reinhart, H.J. and D.W.T. Rippin: The Design of Flexible Batch Chemical Plants. Annual AIChE Meeting, Paper 50e, New Orleans (1986).
Reinhart, H.J. and D.W.T. Rippin: Design of Flexible Multi-Product Plants A New Procedure for Optimal Equipment Sizing Under Uncertainty. Annual AIChE Meeting, Paper 92f, New York (1987).
Straub, D.A.: Evaluation and Optimization of Process Systems with Discrete and Continuous Uncertainties. PhD Thesis, Carnegie-Mellon University (1992).
Straub, D.A. and Grossmann, I.E.: Integrated Statistical Metric of Flexibility for Systems with Discrete State and Continuous Parameter Uncertainties. Comp. Chem. Eng.14, 967, (1990).
Straub, D.A. and Grossmann, I.E.: Evaluation and Optimization of Flexibility in Multiproduct Batch Plants. Comp. Chem. Eng. 16, 69–87 (1992).
Straub, D.A. and Grossmann, I.E.: Design Optimization of Stochastic Flexibility. Comp. Chem. Eng., 17, 339–354 (1993).
Swaney, R.E. and Grossmann, I.E.: An Index for Operational Flexibility in Chemical Process Design. Part 1 Formulation and Theory. AIChE J. 31, 621 (1985).
Swaney, R.E. and Grossmann, I.E.: An Index for Operational Flexibility in Chemical Process Design. Part 2 Computational Algorithms. AIChE J. 31, 631 (1985).
Van Rijn, C.F.H.: A Systems Engineering Approach to Reliability, Availability and Mantainance. Presented at the Conference on Foundations of Computer Aided Operations, FOCAPO, Salt Lake City (1987).
Viswanathan, J. and Grossmann, I.E.: Combined Penalty Function and Outer-Approximation Method for MINLP Optimization. Comp. Chem. Eng. 14, 769–782 (1990).
Wellons, H.S. and G.V. Reklaitis: The Design of Multiproduct Batch Plants under Uncertainty with Staged Expansion. Comp. Chem. Eng.13, 115, (1989).
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Grossmann, I.E., Straub, D.A. (1996). Recent Developments in the Evaluation and Optimization of Flexible Chemical Processes. In: Reklaitis, G.V., Sunol, A.K., Rippin, D.W.T., Hortaçsu, Ö. (eds) Batch Processing Systems Engineering. NATO ASI Series, vol 143. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-60972-5_22
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DOI: https://doi.org/10.1007/978-3-642-60972-5_22
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