Standing Wave Annealing Technique: For the Design and Optimization of Nonlinear Simulated Moving Bed Systems with Significant Mass-Transfer Effects

This paper introduces a flexible and computationally efficient technique for the optimization of nonlinear simulated moving bed (SMB) systems with significant mass-transfer effects. The efficiency results from a combination of standing wave design equations (SWD), with a stochastic optimization algorithm, simulated annealing. Standing wave annealing technique (SWAT) extends the applicability of the SWD to the simultaneous optimization of a large number of variables that include material parameters. Several interrelated issues regarding the design of an SMB system are addressed through an example, the resolution of racemic mixtures of FTC-esters. Models containing 16, 18, and 19 decision variables are considered in terms of two alternative objectives:  maximum productivity or minimum purification cost. SWAT's computational efficiency (each optimization takes minutes rather than hours or days) helps identify the important role that maximum operating pressure plays in determining the economical design of an ...

[1]  Bruce W. Pynnonen Simulated moving bed processing: escape from the high-cost box , 1998 .

[2]  M. Morbidelli,et al.  Design and optimisation of a simulated moving bed unit: role of deviations from equilibrium theory. , 2000, Journal of chromatography. A.

[3]  N. Amundson,et al.  On the theory of multicomponent chromatography , 1970, Philosophical Transactions of the Royal Society of London. Series A, Mathematical and Physical Sciences.

[4]  Sungyong Mun,et al.  Residence time distribution in a size-exclusion SMB for insulin purification , 2003 .

[5]  Sungyong Mun,et al.  Insulin Wave Dynamics in Size-Exclusion Simulated Moving Bed with Residence Time Control , 2006 .

[6]  Willy R. G. Baeyens,et al.  Hydration of photoexcited 9-anthracene-carboxamide in dimethylsulfoxide , 1995 .

[7]  N.-H. Linda Wang,et al.  Extended Standing Wave Design Method for Simulated Moving Bed Chromatography: Linear Systems , 2000 .

[8]  Sungyong Mun,et al.  Startup and Shutdown Strategies of Simulated Moving Bed for Insulin Purification , 2003 .

[9]  J. Strube,et al.  Preparative enantioseparation by simulated moving bed chromatography. , 2001, Journal of chromatography. A.

[10]  S. Ergun Fluid flow through packed columns , 1952 .

[11]  Sungyong Mun,et al.  A Five-Zone Simulated Moving Bed for the Isolation of Six Sugars from Biomass Hydrolyzate , 2005 .

[12]  Nien-Hwa Linda Wang,et al.  Standing wave design of nonlinear SMB systems for fructose purification , 1998 .

[13]  Sungyong Mun,et al.  Optimal Design of a Size-Exclusion Tandem Simulated Moving Bed for Insulin Purification , 2003 .

[14]  Ho-Joon Lee,et al.  Separation of Lactic Acid from Acetic Acid Using a Four‐Zone SMB , 2008, Biotechnology progress.

[15]  Sungyong Mun,et al.  Design of SMB for a nonlinear amino acid system with mass‐transfer effects , 2003 .

[16]  P. Salamon,et al.  Simulated annealing with constant thermodynamic speed , 1988 .

[17]  Sungyong Mun,et al.  Optimal Standing-Wave Design of Nonlinear Simulated Moving Bed Systems for Enantioseparation , 2006 .

[18]  J. C. Schön PREFERENTIAL TRAPPING ON ENERGY LANDSCAPES IN REGIONS CONTAINING DEEP-LYING MINIMA : THE REASON FOR THE SUCCESS OF SIMULATED ANNEALING ? , 1997 .

[19]  C. Wen,et al.  Longitudinal dispersion of liquid flowing through fixed and fluidized beds , 1968 .

[20]  Andreas Seidel-Morgenstern Optimization and comparison of different modes of preparative chromatography , 1998 .

[21]  Robert J. Wooley,et al.  Standing‐wave design of tandem SMB for linear multicomponent systems , 2002 .

[22]  Henner Schmidt-Traub,et al.  Optimal design of batch and simulated moving bed chromatographic separation processes. , 2002, Journal of chromatography. A.

[23]  Ashok K. Srivastava,et al.  Continuous propionic acid production from cheese whey usingin situ spin filter , 2001 .

[24]  Nien-Hwa Linda Wang,et al.  Separation of FTC-ester enantiomers using a simulated moving bed , 2003 .

[25]  F. Darema,et al.  Parallel Algorithms for Chip Placement by Simulated Annealing , 1987, IBM J. Res. Dev..

[26]  M. Morbidelli,et al.  Simulated moving-bed chromatography and its application to chirotechnology. , 2000, Trends in biotechnology.

[27]  Nien-Hwa Linda Wang,et al.  Optimization of SMB systems with linear adsorption isotherms by the Standing Wave Annealing Technique , 2004 .

[28]  N.-H. Linda Wang,et al.  A design and study of the effects of selectivity on binary separation in a four-zone simulated moving bed for systems with linear isotherms , 2003 .

[29]  Ignacio E. Grossmann,et al.  Retrospective on optimization , 2004, Comput. Chem. Eng..

[30]  Geoffrey B. Cox,et al.  Standing-Wave Design of a Simulated Moving Bed under a Pressure Limit for Enantioseparation of Phenylpropanolamine , 2005 .

[31]  Massimo Morbidelli,et al.  Optimal operation of simulated moving bed units for nonlinear chromatographic separations , 1997 .

[32]  Sungyong Mun,et al.  Strategies to Control Batch Integrity in Size-Exclusion Simulated Moving Bed Chromatography , 2005 .

[33]  Sungyong Mun,et al.  Robust Pinched-Wave Design of a Size-Exclusion Simulated Moving-Bed Process for Insulin Purification , 2003 .

[34]  Sungyong Mun,et al.  Standing Wave Design of Carousel Ion-Exchange Processes for the Removal of Zinc Ions from a Protein Mixture , 2006 .

[35]  Sungyong Mun,et al.  Standing Wave Design and Experimental Validation of a Tandem Simulated Moving Bed Process for Insulin Purification , 2002, Biotechnology progress.

[36]  Alírio E. Rodrigues,et al.  Novel Analytical Solution for a Simulated Moving Bed in the Presence of Mass-Transfer Resistance , 2004 .

[37]  Massimo Morbidelli,et al.  Multiobjective optimization of simulated moving bed and Varicol processes using a genetic algorithm. , 2003, Journal of chromatography. A.

[38]  Zidu Ma,et al.  Optimization of throughput and desorbent consumption in simulated moving-bed chromatography for paclitaxel purification. , 1999, Journal of chromatography. A.

[39]  N.-H. Linda Wang,et al.  Design of a carousel process for cesium removal using crystalline silicotitanate , 2000 .

[40]  D. Ruthven,et al.  Counter-current and simulated counter-current adsorption separation processes , 1989 .

[41]  E. J. Wilson,et al.  Liquid Mass Transfer at Very Low Reynolds Numbers in Packed Beds , 1966 .

[42]  Nien-Hwa Linda Wang,et al.  Design of Simulated Moving Bed Chromatography for Amino Acid Separations , 1998 .

[43]  Nien-Hwa Linda Wang,et al.  Standing wave analysis of SMB chromatography: Linear systems , 1997 .

[44]  Robert J. Wooley,et al.  A Nine-Zone Simulating Moving Bed for the Recovery of Glucose and Xylose from Biomass Hydrolyzate , 1998 .

[45]  Masakazu Negawa,et al.  Optical resolution by simulated moving-bed adsorption technology , 1992 .