Computer-aided design of ionic liquids for hybrid process schemes

Abstract Hybrid process schemes that combine two (or more) units operating at their highest process efficiencies to perform one (or more) process tasks are considered as potentially innovative and sustainable processing options. Additionally, Ionic liquids (ILs), as well as certain organic chemicals, are good candidates for use as solvents in hybrid schemes that can replace energy-intensive processing steps. As successful design of solvent-based hybrid schemes depends on the specific properties of the solvent used, a computer-aided ionic liquid design (CAILD) toolbox was added to an existing tool for computer-aided molecular design for solvent selection-design. Promising IL solvent candidates were first identified through the formulation and solution of mixed-integer nonlinear programming (MINLP) problems for CAILD and were then further evaluated in the process simulation design stage, where the process variables were optimized by means of trade-off and sensitivity analysis. In order to understand and develop model-based hybrid reaction systems, a dynamic model that describes the behavior of the reaction system has been developed. Based on a wide range of collected experimental data, parameters of sub-models, used to calculate the temperature-dependent properties of ILs, are regressed for the purpose of process simulation. Consequently, a hybrid process design method combining CAILD and process design-simulation to identify the optimal IL and its corresponding hybrid process specifications has been proposed. The application of this design method has been illustrated through case studies including the separation of aqueous solutions using an IL-based hybrid distillation scheme and the bio-oxidation of alcohols using a hybrid reaction-separation scheme with continuous product removal.

[1]  A. Klamt Conductor-like Screening Model for Real Solvents: A New Approach to the Quantitative Calculation of Solvation Phenomena , 1995 .

[2]  R. Pachter,et al.  Quantitative Structure-Property Relationships for Melting Points and Densities of Ionic Liquids , 2005 .

[3]  Rafiqul Gani,et al.  Integrated ionic liquid and process design involving azeotropic separation processes , 2019, Chemical Engineering Science.

[4]  Robert Rautenbach,et al.  The separation potential of pervaporation : Part 2. Process design and economics , 1985 .

[5]  Jürgen Gmehling,et al.  Present status of the modified UNIFAC model for the prediction of phase equilibria and excess enthalpies for systems with ionic liquids , 2014 .

[6]  John White,et al.  Simultaneous design of ionic liquid entrainers and energy efficient azeotropic separation processes , 2012, Comput. Chem. Eng..

[7]  Martín Aznar,et al.  Liquid–liquid equilibrium in ternary ionic liquid systems by UNIFAC: New volume, surface area and interaction parameters. Part I , 2010 .

[8]  Li Xiao,et al.  Group contribution lattice fluid equation of state (GCLF EOS) for ionic liquids , 2012 .

[9]  J. W. Whittaker,et al.  Free radical catalysis by galactose oxidase. , 2003, Chemical reviews.

[10]  Tamal Banerjee,et al.  COSMO-RS-Based Screening of Ionic Liquids as Green Solvents in Denitrification Studies , 2010 .

[11]  Richard D. Noble,et al.  Design of combined membrane and distillation processes , 1996 .

[12]  S. Verevkin,et al.  Thermodynamic Properties of Mixtures Containing Ionic Liquids. 8. Activity Coefficients at Infinite Dilution of Hydrocarbons, Alcohols, Esters, and Aldehydes in 1-Hexyl-3-methylimidazolium Bis(trifluoromethylsulfonyl) Imide Using Gas-Liquid Chromatography , 2005 .

[13]  I. Grossmann,et al.  Design of Hybrid Distillation—Vapor Membrane Separation Systems , 2009 .

[14]  Kai Sundmacher,et al.  Computer‐aided design of ionic liquids as solvents for extractive desulfurization , 2018 .

[15]  Arunprakash T. Karunanithi,et al.  Computer-Aided Design of Tailor-Made Ionic Liquids , 2013 .

[16]  Jerry March,et al.  March's Advanced Organic Chemistry: Reactions, Mechanisms, and Structure , 2001 .

[17]  Rafiqul Gani,et al.  Solvent selection methodology for pharmaceutical processes: Solvent swap , 2016 .

[18]  Hongyan He,et al.  Prediction of the melting points for two kinds of room temperature ionic liquids , 2006 .

[19]  José S. Torrecilla,et al.  Effect of Cationic and Anionic Chain Lengths on Volumetric, Transport, and Surface Properties of 1-Alkyl-3-methylimidazolium Alkylsulfate Ionic Liquids at (298.15 and 313.15) K , 2009 .

[20]  Ryan P. Lively,et al.  Seven chemical separations to change the world , 2016, Nature.

[21]  Antonio Flores-Tlacuahuac,et al.  Simultaneous Optimal Design of an Extractive Column and Ionic Liquid for the Separation of Bioethanol–Water Mixtures , 2012 .

[22]  Fadwa T. Eljack,et al.  Ionic liquid design for enhanced carbon dioxide capture by computer-aided molecular design approach , 2015, Clean Technologies and Environmental Policy.

[23]  Kamil Paduszyński,et al.  Thermodynamic study of binary mixtures of 1-butyl-1-methylpyrrolidinium dicyanamide ionic liquid with molecular solvents: new experimental data and modeling with PC-SAFT equation of state. , 2015, The journal of physical chemistry. B.

[24]  Stanley I. Sandler,et al.  A Priori Phase Equilibrium Prediction from a Segment Contribution Solvation Model , 2002 .

[25]  Fadwa T. Eljack,et al.  A systematic visual methodology to design ionic liquids and ionic liquid mixtures: Green solvent alternative for carbon capture , 2016, Comput. Chem. Eng..

[26]  Enrico Drioli,et al.  Membrane engineering in process intensificationAn overview , 2011 .

[27]  John M. Woodley,et al.  Bioprocess intensification for the effective production of chemical products , 2017, Comput. Chem. Eng..

[28]  Peter Wasserscheid,et al.  Thermal Conductivity of Ionic Liquids: Measurement and Prediction , 2010 .

[29]  Haifeng Dong,et al.  A new fragment contribution‐corresponding states method for physicochemical properties prediction of ionic liquids , 2013 .

[30]  Wolfgang Arlt,et al.  Separation of Azeotropic Mixtures Using Hyperbranched Polymers or Ionic Liquids , 2004 .

[31]  John M. Woodley,et al.  Process Requirements of Galactose Oxidase Catalyzed Oxidation of Alcohols , 2015 .

[32]  A. Klamt,et al.  Refinement and Parametrization of COSMO-RS , 1998 .

[33]  Wolfgang Stephan,et al.  Design methodology for a membrane/distillation column hybrid process , 1995 .

[34]  Wouter Van Hecke,et al.  Advances in in-situ product recovery (ISPR) in whole cell biotechnology during the last decade. , 2014, Biotechnology advances.

[35]  Arunprakash T. Karunanithi,et al.  A systematic screening methodology towards exploration of ionic liquids for CO 2 capture processes , 2016 .

[36]  A. Bondi van der Waals Volumes and Radii , 1964 .

[37]  A. B. de Haan,et al.  COSMO-RS-Based Ionic-Liquid Selection for Extractive Distillation Processes , 2012 .

[38]  J. Torrecilla,et al.  Density and Molar Volume Predictions Using COSMO-RS for Ionic Liquids. An Approach to Solvent Design , 2007 .

[39]  Gürkan Sin,et al.  Computer-aided modelling template: Concept and application , 2015, Comput. Chem. Eng..

[40]  Youdong Lin,et al.  Modeling Liquid−Liquid Equilibrium of Ionic Liquid Systems with NRTL, Electrolyte-NRTL, and UNIQUAC , 2008 .

[41]  Rafiqul Gani,et al.  Integrated Ionic Liquid and Process Design involving Hybrid Separation Schemes , 2018 .

[42]  Andreas Klamt,et al.  Prediction of the vapor pressure and vaporization enthalpy of 1-n-alkyl-3-methylimidazolium-bis-(trifluoromethanesulfonyl) amide ionic liquids. , 2007, Physical chemistry chemical physics : PCCP.

[43]  Wei Wang,et al.  Group contribution lattice fluid equation of state for CO2–ionic liquid systems: An experimental and modeling study , 2013 .

[44]  Tamal Banerjee,et al.  Thiophene separation with ionic liquids for desulphurization: A quantum chemical approach , 2009 .

[45]  Zhigang Lei,et al.  Extractive distillation with ionic liquids: A review , 2014 .

[46]  M. Mousazadeh,et al.  Corresponding states theory for the prediction of surface tension of ionic liquids , 2011 .

[47]  John M. Woodley,et al.  Future directions for in‐situ product removal (ISPR) , 2008 .

[48]  Wei Wang,et al.  UNIFAC model for ionic liquid-CO2 systems , 2014 .

[49]  Richard D. Noble,et al.  Analysis of a membrane/distillation column hydrid process , 1994 .

[50]  Martín Aznar,et al.  UNIQUAC correlation of liquid–liquid equilibrium in systems involving ionic liquids: The DFT–PCM approach , 2009 .

[51]  E. Goetheer,et al.  Guidelines for solvent selection for carrier mediated extraction of proteins , 2009 .

[52]  Johan Jacquemin,et al.  Density and viscosity of several pure and water-saturated ionic liquids , 2006 .

[53]  William A. Goddard,et al.  Prediction of Vapor Pressures and Enthalpies of Vaporization Using a COSMO Solvation Model , 2004 .

[54]  Yuqiu Chen,et al.  Group Contribution Based Estimation Method for Properties of Ionic Liquids , 2019, Industrial & Engineering Chemistry Research.

[55]  Rafiqul Gani,et al.  Process intensification: A perspective on process synthesis , 2010 .

[56]  Bong-Seop Lee,et al.  Screening of ionic liquids for CO2 capture using the COSMO-SAC model , 2015 .

[57]  Aage Fredenslund,et al.  Vapor−Liquid Equilibria by UNIFAC Group Contribution. 6. Revision and Extension , 1979 .

[58]  Rafiqul Gani,et al.  An integrated computer aided system for integrated design of chemical processes , 1997 .

[59]  Li Xiao,et al.  Extension of the UNIFAC Model for Ionic Liquids , 2012 .

[60]  H. Guerrero,et al.  Volumetric characterization of pyridinium-based ionic liquids , 2012 .

[61]  Joan F. Brennecke,et al.  Predicting Infinite-Dilution Activity Coefficients of Organic Solutes in Ionic Liquids , 2004 .

[62]  José O. Valderrama,et al.  A simple and generalized model for predicting the density of ionic liquids , 2009 .

[63]  Rafiqul Gani,et al.  Sustainable process design & analysis of hybrid separations , 2017, Comput. Chem. Eng..

[64]  Zhigang Lei,et al.  COSMO-RS modeling on the extraction of stimulant drugs from urine sample by the double actions of supercritical carbon dioxide and ionic liquid , 2007 .

[65]  João A. P. Coutinho,et al.  Group Contribution Methods for the Prediction of Thermophysical and Transport Properties of Ionic Liquids , 2009 .

[66]  James C. Davis,et al.  Facilitated Transport Membrane Hybrid Systems for Olefin Purification , 1993 .

[67]  Kamil Paduszyński,et al.  A New Group Contribution Method For Prediction of Density of Pure Ionic Liquids over a Wide Range of Temperature and Pressure , 2012 .

[68]  Rafiqul Gani,et al.  Sustainable Process Synthesis-Intensification , 2015 .

[69]  A. Klamt,et al.  COSMO-RS: a novel and efficient method for the a priori prediction of thermophysical data of liquids , 2000 .

[70]  Allan F. M. Barton,et al.  CRC Handbook of solubility parameters and other cohesion parameters , 1983 .