Closed-Loop Multitarget Optimization for Discovery of New Emulsion Polymerization Recipes

Organic Process Research and Development

Volumn 19, Issue 8, 2015, Pages 1049-1053

  Houben, Claudia ^a   Peremezhney, Nicolai ^a   Zubov, Alexandr ^b   Kosek, Juraj ^b   Lapkin, Alexei A ^a  

^a UNIVERSITY OF CAMBRIDGE   (United Kingdom)

^b INSTITUTE OF CHEMICAL TECHNOLOGY   (Czech Republic)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84939792312     PISSN: 10836160     EISSN: 1520586X     Source Type: Journal    
DOI: 10.1021/acs.oprd.5b00210     Document Type: Article

References (43)

1. Bourne, R. A.; Skilton, R. A.; Parrott, A. J.; Irvine, D. J.; Poliakoff, M. Org. Process Res. Dev. 2011, 15, 932-938 10.1021/op200109t
2. Skilton, R. A.; Parrott, A. J.; George, M. W.; Poliakoff, M.; Bourne, R. A. Appl. Spectrosc. 2013, 67, 1127-1131 10.1366/13-06999
3. McMullen, J. P.; Stone, M. T.; Buchwald, S. L.; Jensen, K. F. Angew. Chem., Int. Ed. 2010, 49, 7076-7080 10.1002/anie.201002590
4. Smith, C. J.; Nikbin, N.; Ley, S. V.; Lange, H.; Baxendale, I. R. Org. Biomol. Chem. 2011, 9, 1938-1947 10.1039/c0ob00815j
5. Richmond, C. J.; Miras, H. N.; de la Oliva, A. R.; Zang, H.; Sans, V.; Paramonov, L.; Makatsoris, C.; Inglis, R.; Brechin, E. K.; Long, D.-L.; Cronin, L. Nat. Chem. 2012, 4, 1037-1043 10.1038/nchem.1489
6. Czechtizky, W.; Dedio, J.; Desai, B.; Dixon, K.; Farrant, E.; Feng, Q.; Morgan, T.; Parry, D. M.; Ramjee, M. K.; Selway, C. N.; Schmidt, T.; Tarver, G. J.; Wright, A. G. ACS Med. Chem. Lett. 2013, 4, 768-772 10.1021/ml400171b
7. Ingham, R. J.; Battilocchio, C.; Hawkins, J. M.; Ley, S. V. Beilstein J. Org. Chem. 2014, 10, 641-652 10.3762/bjoc.10.56
8. Lange, H.; Carter, C. F.; Hopkin, M. D.; Burke, A.; Goode, J. G.; Baxendale, I. R.; Ley, S. V. Chem. Sci. 2011, 2, 765 10.1039/c0sc00603c
9. Guetzoyan, L.; Ingham, R. J.; Nikbin, N.; Rossignol, J.; Wolling, M.; Baumert, M.; Burgess-Brown, N.; Strain-Damerell, C. M.; Shrestha, L.; Brennan, P. E.; Fedorov, O.; Knapp, S.; Ley, S. V. MedChemComm 2014, 5, 540 10.1039/c4md00007b
10. Buitrago Santanilla, A.; Regalado, E. L.; Pereira, T.; Shevlin, M.; Bateman, K.; Campeau, L.-C.; Schneeweis, J.; Berritt, S.; Shi, Z.-C.; Nantermet, P.; Liu, Y.; Helmy, R.; Welch, C. J.; Vachal, P.; Davies, I. W.; Cernak, T.; Dreher, S. D. Science 2015, 347, 49-53 10.1126/science.1259203
11. Danieli, E.; Perlo, J.; Blümich, B.; Casanova, F. Angew. Chem., Int. Ed. 2010, 49, 4133-4135 10.1002/anie.201000221
12. Sans, V.; Porwol, L.; Dragone, V.; Cronin, L. Chem. Sci. 2015, 6, 1258-1264 10.1039/C4SC03075C
13. Santos, A. F.; Silva, F. M.; Lenzi, M. K.; Pinto, J. C. Polym.-Plast. Technol. Eng. 2005, 44, 1-61 10.1080/PTE-200046030
14. Vieira, R. A. M.; Sayer, C.; Lima, E. L.; Pinto, J. C. Ind. Eng. Chem. Res. 2002, 41, 2915-2930 10.1021/ie0103557
15. Van den Brink, M.; Pepers, M.; van Herk, A. M.; German, A. L. Polym. React. Eng. 2001, 9, 101-133 10.1081/PRE-100103273
16. Van den Brink, M.; German, A. L.; van Herk, A. M. Process Control Qual. 1999, 11, 265-275 10.1163/156856699750249396
17. Dinsmore, R. P. Synthetic Rubber and Method of Making It. U.S. Patent 1732795A, 1929.
18. Zubov, A.; Pokorny, J.; Kosek, J. Chem. Eng. J. 2012, 207-208, 414-420 10.1016/j.cej.2012.06.144
19. Mauntz, W. A Contribution to Observation and Time-optimal Control of Emulsion Co-Polymerization Reactions. Dissertation, TU Dortmund, 2010.
20. Arora, S. Modeling and Control of Emulsion Polymerization Processes with Evaporative Cooling. Dissertation, TU Dortmund, 2008.
21. Gesthuisen, R. Prozessvisualiserung von Polymerizationsprozessen mittels nichtlinearer Zustandsschätzung. Dissertation, TU Dortmund, 2001.
22. Krämer, S. Heat Balance Calorimetry and Multirate State Estimation Applied to Semi-Batch Emulsion Copolymerization to Achieve Optimal Control. Dissertation, TU Dortmund, 2005.
23. Pelz, K.; Brandt, H.; Finkler, T. F.; Engell, S. In 8th IFAC Symposium on Advanced Control of Chemical Processes; Furama Riverfront, Singapore, 2012.
24. Hagiopol, C. Styrene-acrylate copolymer composition suitable for surface size. U.S. Patent 6734232 B2, 2004.
25. Santos, A. M.; Coutinho, F. M. B. Polym. Bull. 1993, 30, 407-414 10.1007/BF00338473
26. Cruz-Rivera, A.; Rios-Guerrero, L.; Monnet, C.; Schlund, B.; Guillot, J.; Pichot, C. Polymer 1989, 30, 1872-1882 10.1016/0032-3861(89)90361-3
27. Chrástová, V.; ɰuračková, S.; Mrenica, J.; Černáková, L. Chem. Papers 1999, 53, 140-144
28. Moffat, K. A.; Pontes, F. M.; Paine, A. J.; McAneney, B.; Puri, P. Styrene-butyl acrylate toner resins with excellent gloss and fix properties. U.S. Patent 5462828, 1995.
29. Lee, J.; Kim, S.; Yon, K. Preparation method of toner having micro radius. U.S. Patent 271970 A1, 2005.
30. Paine, A. J.; Pontes, F. M.; Moffat, K. A. Starve fed emulsion polymerization process. U.S. Patent 5444140, 1995.
31. Jones, D. R.; Schonlau, M.; Welch, W. J. J. Glob. Optim. 1998, 13, 455-492 10.1023/A:1008306431147
32. Harrington, E. C. J. Ind. Qual. Control 1965, 10, 494-498
33. Cox, D. D.; John, S. In Multidisciplinary Design Optimization: State of the Art; Alexandrov, N.; Hussaini, M. Y., Eds.; SIAM Philadelphia: Philadelphia, 1997; pp 315-329.
34. O'Hagan, S.; Dunn, W. B.; Brown, M.; Knowles, J. D.; Kell, D. B. Anal. Chem. 2005, 77, 290-303 10.1021/ac049146x
35. Lee, M. H.; Han, C.; Chang, K. S. Comput. Chem. Eng. 1997, 21, S1037-S1042 10.1016/S0098-1354(97)87639-9
36. Sangwai, J. S.; Bhat, S. A.; Saraf, D. N.; Gupta, S. K. Chem. Eng. Sci. 2007, 62, 2790-2802 10.1016/j.ces.2007.02.035
37. Omata, K. Ind. Eng. Chem. Res. 2011, 50, 10948-10954 10.1021/ie102477y
38. Schork, F. J.; Ray, W. H. J. Appl. Polym. Sci. 1987, 34, 1259-1276 10.1002/app.1987.070340331
39. Peremezhney, N.; Hines, E.; Lapkin, A.; Connaughton, C. Eng. Optim. 2014, 46, 1593-1607 10.1080/0305215X.2014.881997
40. Chern, C. S. Prog. Polym. Sci. 2006, 31, 443-486 10.1016/j.progpolymsci.2006.02.001
41. Hua, H. Semi-continuous emulsion copolymerization of styrene-butyl acrylate with methacrylic acid: structure-property relationship. University of Ottawa, Thesis, 2009.
42. Peremezhney, N.; Connaughton, C.; Unali, G.; Hines, E.; Lapkin, A. A. Chem. Eng. Res. Des. 2012, 90, 2179-2185 10.1016/j.cherd.2012.05.010
43. Peremezhney, N. Chemical product/process design and optimization: development of novel techniques and integration of bio-feedstocks, Univeristy of Warwick, Thesis, 2013.