Estimation with neural networks of the water content in imidazolium-based ionic liquids using their experimental density and viscosity values

Talanta

Volumn 113, Issue , 2013, Pages 93-98

  Torrecilla, José S ^a   Tortuero, César ^a   Cancilla, John C ^a   Díaz Rodríguez, Pablo ^a  

^a UNIVERSIDAD COMPLUTENSE DE MADRID   (Spain)

Author keywords

Density; Ionic liquid; Relative humidity; Viscosity; Water content

Indexed keywords

ATMOSPHERIC HUMIDITY; DENSITY (SPECIFIC GRAVITY); IONIC LIQUIDS; VISCOSITY; VOLUMETRIC ANALYSIS; WATER CONTENT;

1-BUTYL-3-METHYLIMIDAZOLIUM TETRAFLUOROBORATE; EXPERIMENTAL VALUES; IMIDAZOLIUM-BASED IONIC LIQUID; IONIC LIQUID (ILS); MULTI-LAYER PERCEPTRON NEURAL NETWORKS; PHYSICOCHEMICAL PROPERTY; VALIDATION PROCESS; VERIFICATION-AND-VALIDATION;

DENSITY OF LIQUIDS;

EID: 84876993086     PISSN: 00399140     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.talanta.2013.03.060     Document Type: Article

References (30)

1. M. Freemantle Chem. Eng. News 76 1998 32 37
2. R.D. Rogers, and K.R. Seddon Science 302 2003 792 793
3. N.V. Plechkova, and K.R. Seddon Chem. Soc. Rev. 37 2008 123 150
4. J.M. DeSimone Science 297 2002 799 803
5. K.R. Seddon, A. Stark, and M.J. Torres Pure Appl. Chem. 72 2000 2275 2287
6. J.A. Widegren, A. Laesecke, and J.W. Magee Chem. Commun. 2005 1610 1612
7. H. Rodríguez, and J.F. Brennecke J. Chem. Eng. Data 51 2006 2145 2155
8. A.M. O'Mahony, D.S. Silvester, L. Aldous, C. Hardacre, and R.G. Compton J. Chem. Eng. Data 53 2008 2884 2891
9. J.S. Torrecilla, T. Rafione, J. García, and F. Rodríguez J. Chem. Eng. Data 53 2008 923 928
10. P.J. Carvalho, T. Regueira, L.M.N.B.F. Santos, J. Fernandez, and J.A.P. Coutinho J. Chem. Eng. Data 55 2010 645 652
11. J.S. Torrecilla, E. Rojo, J.C. Domínguez, and F. Rodríguez Talanta 81 2010 1766 1771
12. W.A. Wink Ind. Eng. Chem. Anal. Ed. 18 1946 251 252
13. J.S. Torrecilla, J.M. Aragón, and M.C. Palancar Eur. J. Lipid Sci. Technol. 108 2006 913 924
14. F. Sieweck, and H. Bettin Technisches Messen 59 1992 285 292
15. A. Soriano, B. Doma, and M. Li J. Chem. Thermodyn. 41 2009 301 307
16. K.R. Harris, and L.A. Woolf J. Chem. Eng. Data 50 2007 1777 1782
17. A.B. Pereiro, F. Santamarta, E. Tojo, A. Rodriguez, and J. Tojo J. Chem. Eng. Data 51 2006 952 954
18. A. Fernandez, J. Garcia, J.S. Torrecilla, and F. Rodriguez J. Chem. Eng. Data 53 2008 1518 1522
19. A.B. Pereiro, P. Verdia, E. Tojo, and A. Rodriguez J. Chem. Eng. Data 52 2007 377 380
20. H. Demuth, M. Beale, and M. Hagan Neural Network Toolbox for Use with MATLAB® User's Guide 2005 Natick Massachusetts Version 4.0.6. Ninth printing Revised for Version 4.0.6 (Release 14SP3)
21. J.S. Torrecilla, J.M. Aragon, and M.C. Palancar Ind. Eng. Chem. Res. 44 2005 8057
22. L.G. Sanchez, J.R. Espel, F. Onink, G.W. Meindersma, and A.B. De Haan J. Chem. Eng. Data 54 2009 2803 2812
23. B. Gonzalez, N. Calvar, E. Gomez, and A. Dominguez J. Chem. Thermodyn. 40 2008 1274 1281
24. E.J. Gonzalez, B. Gonzales, N. Calvar, and A. Dominguez J. Chem. Eng. Data 52 2007 1641 1648
25. P. Gramatica QSAR Comb. Sci. 26 2007 694 701
26. P. Gramatica, E. Giani, and E.J. Papa J. Mol. Graph Model. 25 2007 755 766
27. J.S. Torrecilla, A. Fernández, J. García, and F. Rodríguez Ind. Eng. Chem. Res. 46 2007 3787 3793
28. Y. Sun, Y. Peng, Y. Chen, and A.J. Shukla Adv. Drug Delivery Rev. 55 2003 1201 1215
29. L.B. Sheiner, and S. Beal J. Pharmacokinet. Biopharm. 9 1981 503 512
30. A.A. Oliferenko, P.V. Oliferenko, J.S. Torrecilla, and A.R. Katritzkya Ind. Eng. Chem. Res. 52 2013 545 546