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ix | |
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xv | |
| Preface |
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xix | |
| About the Authors |
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xxiii | |
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1 | (8) |
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5 | (4) |
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2 Liquid--Liquid Equilibria: Experiments, Correlation and Prediction |
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9 | (44) |
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9 | (3) |
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2.1.1 Extraction of Butanol from Fermentation Broth |
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10 | (1) |
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2.1.2 Extraction of Biochemicals (Acetic Acid and Furfural) from Aqueous Phase |
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11 | (1) |
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11 | (1) |
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2.2 Extraction Methodology |
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12 | (1) |
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2.3 Characterization Techniques |
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13 | (2) |
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2.4 UNIQUAC and Nonrandom Two-Liquid Model Equations |
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15 | (2) |
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2.5 Genetic Algorithm for Prediction of Model Parameters |
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17 | (5) |
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2.6 Ternary and Quaternary LLE Systems |
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22 | (13) |
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2.6.1 Ternary LLE Systems |
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22 | (8) |
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2.6.2 Quaternary Systems for Butanol Recovery |
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30 | (5) |
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2.7 Prediction of Phase Behavior by Statistical Associating Fluid Theory Models |
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35 | (18) |
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2.7.1 LLE Phase Equilibria Computation |
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39 | (4) |
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43 | (5) |
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48 | (5) |
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3 COSMO-SAC: A Predictive Model for Calculating Thermodynamic Properties on a-priori Basis |
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53 | (38) |
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3.1 Liquid-Phase Thermodynamics |
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53 | (2) |
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3.2 Estimation of Electrostatic Contribution |
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55 | (25) |
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3.2.1 Geometry Optimization of the Molecule |
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56 | (1) |
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56 | (1) |
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3.2.3 Determination of Segment Properties |
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57 | (6) |
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3.2.4 Computation of the Restoring Free Energy (ΔG) |
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63 | (1) |
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3.2.5 Segment Chemical Potential |
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64 | (7) |
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3.2.6 Sigma Profiles of Simple Compounds |
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71 | (2) |
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3.2.7 Sigma Profiles and Potentials of Ionic Liquids |
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73 | (2) |
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3.2.8 Restoring Free Energy |
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75 | (5) |
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3.3 Predictions of Tie Lines |
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80 | (2) |
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3.4 Predictions of LLE of Ionic Liquid Systems |
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82 | (9) |
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87 | (1) |
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Appendix: Canonical Partition Functions |
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87 | (2) |
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89 | (2) |
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4 Application of COSMO-SAC in Complex Phase Behavior: Vapor--Liquid--Liquid Equilibria |
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91 | (28) |
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91 | (1) |
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4.2 Thermodynamics of VLLE |
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92 | (1) |
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4.3 Experimental Procedure of VLLE |
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93 | (1) |
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4.4 Computational Techniques of VLLE |
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94 | (3) |
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4.5 VLLE by Equilibrium and Flash Approach |
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97 | (4) |
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4.5.1 Equilibrium Equations |
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97 | (2) |
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99 | (2) |
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4.6 Problem Formulation and Predicted Phase Equilibria of VLLE |
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101 | (18) |
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117 | (2) |
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5 Modification in COSMO-SAC |
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119 | (20) |
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119 | (2) |
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5.2 Hydrogen Bonding in Ionic Liquids |
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121 | (2) |
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5.3 Gaussian-Type Probability for Hydrogen Bonding |
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123 | (8) |
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5.3.1 Computational Details |
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129 | (2) |
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5.4 Application of Modified COSMO-SAC in LLE |
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131 | (8) |
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137 | (2) |
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6 Particle Swarm Optimization and Application to Liquid--Liquid Equilibrium |
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139 | (32) |
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139 | (1) |
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6.2 Computational Details |
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140 | (10) |
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6.2.1 Isothermal Sum Rate Algorithm |
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140 | (4) |
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6.2.2 Particle Swarm Optimization Algorithm |
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144 | (2) |
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6.2.3 Problem Formulation |
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146 | (4) |
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6.3 Results and Discussions |
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150 | (21) |
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6.3.1 Tuning of Particle Swarm Optimization Parameters |
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150 | (1) |
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6.3.2 Cost Optimization Results |
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151 | (15) |
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6.3.3 Effect of Ionic Liquid Cost on Optimization |
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166 | (2) |
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168 | (3) |
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7 Cuckoo Search Optimization and Application to Liquid--Liquid Equilibrium |
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171 | (44) |
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171 | (4) |
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7.2 Cuckoo Search Algorithm |
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175 | (2) |
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7.3 Evaluation of Cuckoo Search, Genetic Algorithm and Particle Swarm Optimization Algorithms on Benchmark Functions |
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177 | (1) |
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7.4 Activity Coefficient Models: Nonrandom Two-Liquid and UNIQUAC |
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178 | (4) |
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7.5 Liquid--Liquid Equilibria Modelling |
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182 | (1) |
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7.6 Implementation of Cuckoo Search Algorithm for Multi-Component IL-Based Systems |
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182 | (15) |
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186 | (1) |
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7.6.2 Maximum Number of Iterations and Population Size |
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186 | (1) |
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7.6.3 Comparison with Reported Data |
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187 | (10) |
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7.7 Comparison between Cuckoo Search, Genetic Algorithm and Particle Swarm Optimization Algorithms for Multi-Component Systems |
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197 | (1) |
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198 | (17) |
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208 | (1) |
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209 | (6) |
| Index |
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215 | |