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Summary
Summary
Despite the fact that crystals make up an estimated 80% of chemical and pharmaceutical products, few resources exist that provide practical guidance on achieving precision control of their size and size distribution. Based on a model developed by the author and his colleagues, Precision Crystallization: Theory and Practice of Controlling Crystal Size presents scientists and product engineers with the tools to control crystal nucleation, enabling them to ultimately control crystal size and size distribution for batch and continuous crystallizations.
At the cutting edge of crystallization science and technology, this volume presents information never before available. Introducing the Balanced Nucleation and Growth (BNG) model, the book demonstrates how the results of the nucleation process are quantitatively related to practical experimental control values such as:
reaction addition rate crystal solubility temperature residence time (continuous crystallizations) the effect of ripening agents (crystal supersizing) during nucleation the effect of crystal growth restrainers (crystal nanosizing) during nucleation control of renucleationThe author shows how the BNG theory predicts previously unknown phenomena and also how it corrects erroneous perceptions of the importance of reaction volume on the outcome of crystal nucleation. Going above and beyond classical nucleation theories which rely to a large extent on guesswork, the BNG model gives precise guidance to scientists working in a range of critical areas, leading to promising implications for research, quality control, product development, production processes, pilot plant operations, and manufacturing.
Author Notes
Ingo H. Leubner received a PhD in physical chemistry from the Technical University in Munich, Germany, where he continued his studies with a postdoctoral fellowship. At Texas Christian University, Fort Worth, he held the postdoctoral position of R. Welch Fellow, studying and teaching photochemistry. From there, he accepted the position of senior research scientist at Eastman Kodak Company. His position required working in photographic and precipitation science and product development. His work on the use of silver halides for the development of photographic films and papers led to new insights, contributions to photographic science, and models for the control of crystal nucleation. For his published work he received the Fellowship and Service Awards, and the Lieven-Gevaert medal, the highest award in photographic science, from the Society for Imaging Science and Technology. As a team leader he guided the development of commercially successful products. As a result of his research, he became an experienced author, lecturer, scientist, and technical project manager. After separation from Eastman Kodak Company, he became founder and senior scientist for Crystallization Consulting, a company specializing in consulting, modeling, and teaching of advanced models for high-precision precipitations. His name is listed in American Men and Women in Science and in Who's Who in Science and Engineering. He is a fellow of Sigma Xi, a member of the American Chemical Society, the Society for Imaging Science and Technology, the American Association for the Advancement of Science, the American Geographical Union, the Rochester Academy of Science, and the Rochester Professional Consultants Network.
Table of Contents
Preface | p. xiii |
Acknowledgments | p. xv |
The Author | p. xvii |
Chapter 1 Prior Models for Nucleation and Growth | p. 1 |
The Primitive Model | p. 1 |
The Total Crystal Number | p. 2 |
The Classical Nucleation Model (Becker-Doering) | p. 2 |
Derivation of the Classical Nucleation Model | p. 3 |
The Klein-Moisar Model | p. 5 |
Kharitanova Derivation | p. 6 |
Comments | p. 6 |
Growth Rate and Maximum Growth Rate | p. 7 |
Growth Rate below the Maximum Growth Rate | p. 7 |
Maximum Growth Rate | p. 7 |
References | p. 8 |
Chapter 2 The Balanced Nucleation and Growth Model | p. 11 |
The BNG Model and the Nucleation Phase | p. 11 |
Assumptions for Modeling | p. 11 |
Assumptions for Calculations | p. 11 |
Preliminary Considerations: Nucleation Rate | p. 12 |
The Balanced Nucleation and Growth Model | p. 13 |
Modeling Variables | p. 13 |
Initial Time Interval | p. 13 |
Second and Following Time Intervals | p. 14 |
Subsequent Time Intervals | p. 16 |
End of Nucleation, Final Time Interval for Nucleation, t e | p. 16 |
Crystal Size and Size Distribution | p. 17 |
BNG Modeling of the Nucleation Phase and Size Distribution | p. 17 |
Reaction Parameters for the Calculations | p. 18 |
Results and Discussion | p. 18 |
Time Dependence of Nucleation Rate, Growth Rate, and Supersaturation | p. 18 |
Size Distribution | p. 19 |
Modeling the Reaction Parameters | p. 20 |
Addition Rate, R a | p. 20 |
Maximum Growth Rate, G m | p. 21 |
Critical Nucleus Size, L n | p. 22 |
Nucleation Efficiency, F n | p. 23 |
Practical Considerations | p. 24 |
Conclusion | p. 26 |
References | p. 27 |
Chapter 3 The Analytical BNG Model | p. 29 |
Crystal Formation (Nucleation) under Kinetically and Diffusion-Controlled Growth Conditions | p. 29 |
Derivation of the General BNG Nucleation Equation | p. 29 |
Nucleation under Diffusion-Controlled Growth Conditions | p. 30 |
Nucleation under Kinetically Controlled Growth Conditions | p. 31 |
References | p. 32 |
Chapter 4 Kinetically Controlled Nucleation | p. 33 |
Experiment: Kinetically Controlled Crystal Nucleation | p. 33 |
Theory | p. 33 |
Determination of the Kinetic Integration Constant, K i | p. 34 |
Mechanism | p. 35 |
Conclusion | p. 35 |
Appendix I Experimental Conditions for AgI Precipitation | p. 36 |
References | p. 36 |
Chapter 5 Diffusion-Control led Nucleation | p. 37 |
Reaction Variables, Constants, Predictions | p. 37 |
Theory | p. 37 |
Critical Crystal Size, r*, and Supersaturation | p. 37 |
Reaction Variables T, R, C s | p. 38 |
Reactant Addition Rate, R | p. 38 |
Solubility | p. 38 |
Physicochemical Constants | p. 39 |
Reaction Volume | p. 40 |
Constancy of Crystal Number | p. 41 |
Modeling: Separation of Variables R, C s , and T | p. 43 |
Theory | p. 43 |
Diffusion Coefficient, D | p. 43 |
Surface Energy, ¿ | p. 44 |
Addition Rate, R | p. 44 |
Solubility, C s | p. 45 |
Temperature, T | p. 45 |
Addition Rate | p. 46 |
Silver Chloride | p. 48 |
Experimental: AgCI | p. 48 |
Stirring/Mixing | p. 48 |
Peptizer | p. 48 |
Calculation of r*/r | p. 49 |
Results | p. 49 |
Silver Bromide | p. 51 |
Experimental: AgBr | p. 51 |
Results | p. 51 |
Practical Applications | p. 52 |
Solubility | p. 53 |
Silver Chloride | p. 53 |
Experimental | p. 53 |
Results: AgCl | p. 54 |
Silver Bromide | p. 57 |
Experimental | p. 57 |
Results: AgBr | p. 58 |
AgBr Morphology as a Function of Solubility | p. 61 |
Temperature | p. 62 |
Silver Chloride | p. 63 |
Silver Bromide | p. 65 |
References | p. 67 |
Chapter 6 Supersizing with Ripeners | p. 69 |
Crystal Formation (Nucleation) in the Presence of Ostwald Ripening Agents: Theory | p. 69 |
Summary | p. 69 |
Introduction | p. 69 |
Theory | p. 70 |
Crystal Formation (Nucleation) of Silver Bromide in the Presence of a Di-Thia Crown Ether as an Ostwald Ripening Agent | p. 73 |
Introduction | p. 73 |
Experimental | p. 75 |
Results and Discussion | p. 75 |
Crystal Number | p. 75 |
Crystal Size | p. 76 |
Conclusions | p. 76 |
Crystal Formation (Nucleation) of AgClBr (15: 85) in the Presence of Ammonia as an Ostwald Ripening Agent | p. 77 |
Introduction | p. 77 |
Experimental | p. 78 |
Results | p. 78 |
Crystal Number and Size | p. 78 |
Ammonia Effects in the Reactor on pH | p. 81 |
Ammonia Effects in the Reactor on pAg | p. 82 |
Conclusion | p. 82 |
Crystal Formation (Nucleation) of AgBrI (97.4: 2.6) in the Presence of l, 8-dihydroxy-3, 6-dithiaoctane as an Ostwald Ripening Agent | p. 83 |
Introduction | p. 83 |
Experimental | p. 83 |
Results | p. 85 |
6°C Results: Crystal Size/Number with Ripener Correlation | p. 85 |
All Data: Size/Number with Ripener Correlation | p. 85 |
Retained Ripener | p. 87 |
Summary | p. 89 |
References | p. 89 |
Chapter 7 Nanosizing with Restrainers | p. 91 |
Crystal Formation (Nucleation) in the Presence of Growth Restrainers | p. 91 |
Introduction | p. 91 |
Model | p. 93 |
Surface Integration Model of Nucleation and Effect of Crystal Growth Restrainers | p. 93 |
Surface Adsorption Model | p. 95 |
Experimental | p. 96 |
Results | p. 97 |
Conclusions | p. 99 |
References | p. 100 |
Chapter 8 Crystal Growth and Renucleation | p. 101 |
Crystal Growth, Renucleation, and Maximum Growth Rate: Theory and Experiments | p. 101 |
Introduction | p. 101 |
General Experimental Procedures | p. 103 |
Control of Reactant Addition Rate: Fixed Seed Concentration | p. 103 |
Control of Crystal Seed Concentration: Fixed Addition Rate | p. 103 |
The Renucleation Model | p. 103 |
Crystal Nucleation | p. 104 |
Crystal Growth | p. 104 |
Growth Rate and Crystal Number | p. 104 |
Growth Rate and Surface Area | p. 105 |
Growth Rate and Crystal Size | p. 105 |
Substitutions | p. 106 |
Growth and Renucleation | p. 106 |
Aspects of the Renucleation Model | p. 107 |
Determination of a, b, and c | p. 107 |
Variable Seed Concentration | p. 107 |
Variable Addition Rate | p. 108 |
No Seed Crystals | p. 108 |
Maximum Growth Rate Conditions | p. 109 |
Renucleation Conditions | p. 109 |
Experimental | p. 110 |
Seed Emulsion | p. 110 |
Precipitation Procedure for Growth/Renucleation Experiments | p. 110 |
Determination of the Number of Renucleation Crystals, Z n | p. 110 |
Results and Discussion | p. 111 |
Summary and Conclusions | p. 114 |
References | p. 114 |
Chapter 9 Continuous Crystallization | p. 117 |
Continuous Crystallization in the Mixed-Suspension, Mixed-Product-Removal (MSMPR), or Continuous Stirred Tank Reactor (CSTR) Crystallizer | p. 117 |
Introduction | p. 117 |
Experimental | p. 117 |
Prior Models: The Randolph-Larson Model | p. 118 |
Growth | p. 119 |
Example of Size Distribution in CSTR Precipitation | p. 120 |
Transient Behavior of Silver Bromide Precipitation in a Continuous Suspension Crystallizer | p. 122 |
Summary | p. 122 |
Introduction | p. 122 |
Model for the Initial Transient Phase | p. 123 |
Experimental | p. 127 |
Results and Discussion | p. 128 |
The Transition Stage | p. 128 |
Initial Nucleation versus Batch Nucleation | p. 129 |
Maximum Growth Rate and Critical Supersaturation | p. 131 |
After the Renucleation Point | p. 132 |
Summary | p. 133 |
A New Crystal Nucleation Theory for Size Control in Continuous Precipitations | p. 133 |
Summary | p. 133 |
Introduction | p. 134 |
Theory | p. 134 |
Preconditions | p. 134 |
Model Derivation | p. 135 |
Crystal Nucleation | p. 136 |
Crystal Growth | p. 138 |
Crystal Growth and Nucleation in the Continuous Crystallizer | p. 138 |
Practical Analyses | p. 139 |
Special Limiting Conditions for Continuous Crystallization | p. 140 |
Large Average Crystal Size, L | p. 140 |
Short Residence Time, Plug-Flow Reactor, ¿ -> zero | p. 140 |
Calculation of Reaction Processes | p. 141 |
Nucleation versus Growth, R n /R i | p. 141 |
Nascent Nuclei Size | p. 141 |
Conclusions | p. 142 |
Size Dependence on Residence Time in Continuous Precipitations | p. 143 |
Summary | p. 143 |
Introduction | p. 143 |
Experimental | p. 144 |
Results and Discussion | p. 147 |
Crystal Size, Addition Rate, and Suspension Density | p. 147 |
Crystal Size and Residence Time | p. 149 |
Maximum Growth Rate, G m | p. 149 |
Minimum Crystal Size (¿ -> 0) | p. 150 |
Determination of ¿ and L/L e , Supersaturation Ratio, S*; and Supersaturation, C ss | p. 150 |
Nucleation versus Growth, R n /R i | p. 152 |
Nascent Nuclei Size | p. 152 |
Conclusions | p. 153 |
Size Dependence on Solubility in Continuous Precipitations | p. 153 |
Summary | p. 153 |
Introduction | p. 154 |
The BNG Model for the CSTR System | p. 154 |
Size Control by Crystal Solubility | p. 155 |
The Solubility Model | p. 155 |
Solubility | p. 157 |
Experimental | p. 157 |
Results | p. 159 |
Suspension Density | p. 159 |
Size-Solubility Correlation | p. 159 |
Experimental, Critical, and Nascent Crystal Sizes, L, L c , and L n | p. 161 |
Supersaturation Ratio, S* | p. 162 |
Reactant Split Ratios, R n /R i , R n /R 0 , and R i /R 0 | p. 162 |
Conclusions | p. 162 |
References | p. 164 |
Chapter 10 Crystal Growth in the Continuous Crystallizer | p. 167 |
Seeded Precipitations in the Continuous Stirred Tank Reactor Crystallizer | p. 167 |
Summary | p. 167 |
Introduction | p. 167 |
Seeded Crystallization in the CSTR System | p. 170 |
Modeling the Seeded CSTR Crystallizer | p. 171 |
Mathematical Processing Steps | p. 174 |
Results and Discussion | p. 174 |
Addition Rate, R, as a Function of Residence Time, ¿, for Constant Growth Rate, G | p. 175 |
Steady-State Addition Rate as a Function of Growth Rate, G | p. 176 |
Steady-State Addition Rate, R, as Function of Residence Time, ¿ | p. 177 |
Steady-State Addition Rate, R, as Function of Seed Size, L 0 | p. 178 |
Steady-State-Addition Rate, R, as a Function of Seed Number Addition Rate, dN 0 /dt | p. 179 |
Conclusion | p. 180 |
References | p. 180 |
Epilogue | p. 183 |
Final Thoughts | p. 183 |
Glossary of Terms | p. 185 |
Bibliography | p. 187 |
Index | p. 189 |