Abstract
A method for predicting normal boiling points (NBPs) of pure liquids based on linear free energy relationships (LFERs) and thermodynamics formulas is proposed. For 15 classes of chemical compounds (a total of 683 substances), correlation equations relating NBPs to molecular descriptors were obtained using stepwise regression. For all equations, the mean relative deviations (MD) lie between 0.89% and 2.83%, being mostly less than 2%. The correlation coefficients of 13 equations are larger than 0.98. The correlation equations obtained are simple, have clear physical sense, wide applicability range and provide rather high predictive power and accuracy of calculations.
Similar content being viewed by others
References
K. G. Joback, R. Reid, Chem. Eng. Commun., 1987, 57,233.
S. E. Stein, R. L. Brown, J. Chem. Inf. Comput. Sci., 1994, 34,581.
L. Constantinou, R. Gani, AIChE J., 1994, 40, 1697.
Y. Iwai, S. Yamanaga, Y. Arai, Fluid Phase Equilib., 1999, 163,1.
H. Ghasemitabar, K. Movagharnejad, Fluid Phase Equilib., 2016, 411,13.
Q. Wang, P. S. Ma, C. Wang, S. Q. Xia, Chinese J. Chem. Eng., 2009, 17,254.
J. Marrero-Morejon, E. Pardillo-Fontdevila, AIChE J., 1999, 45,615.
W. Cordes, J. Rarey, Fluid Phase Equilib., 2002, 201,409.
Y. Nannoolal, J. Rarey, D. Ramjugernath, W. Cordes, Fluid Phase Equilib., 2004, 226,45.
J. M. Godinho, C. Y. Lin, F. A. Carroll, F. H. Quina, Energy Fuels, 2011, 25, 4972.
A. S. Paluch, E. J. Maginn, AIChE J., 2013, 59, 2647.
W. Xu, Q. Yang, J. Chem. Eng. Data, 2002, 47,286.
W. Y. Wei, J. Y. Han, W. Xu, J. Chem. En g. Chinese Univ., 2005, 19,5.
H. Li, H. Higashi, K. Tamura, Fluid Phase Equilib., 2006, 239,213.
J. Tetteh, T. Suzuki, E. Metcalfe, S. Howells, J. Chem. Inf. Comput. Sci., 1999, 39,491.
L. J. Jin, P. Bai, Chemometr. Intell. Lab., 2016, 157,127.
D. Ericksen, W. V. Wilding, J. L. Oscarson, R. L. Rowley, J. Chem. Eng. Data, 2002, 47, 1293.
B. Ehresmann, M. J. de Groot, A. Alex, T. Clark, J. Chem. Inf. Comput. Sci., 2004, 44,658.
F. A. de Lima Ribeiro, M. M. C. Ferreira, J. Mol. Struct. (Theochem), 2003, 663,109.
Z. Ha, Z. Ring, S. Liu, Energy Fuels, 2005, 19,152.
D. Sola, A. Ferri, M. Banchero, L. Manna, S. Sicardi, Fluid Phase Equilib., 2008, 263,33.
Y. M. Dai, Z. P. Zhu, Z. Cao, Y. F. Zhang, J. L. Zeng, X. Li, J. Mol. Graph. Model., 2013, 44,113.
M. Goodarzi, M. P. Freitas, J. Phys. Chem. A, 2008, 112, 11263.
F. Gharagheizi, S. A. Mirkhani, P. Ilani-Kashkouli, A. H. Mohammadi, D. Ramjugernath, D. Richon, Fluid Phase Equilib., 2013, 354,250.
N. Brauner, G. St. Cholakov, O. Kahrs, R. P. Stateva, M. Shacham, AIChE J., 2008, 54,978.
J. H. Zhang, Z. M. Liu, W. R. Liu, J. Chemometr., 2014, 28,161.
D. Aboo ali, M. A. Sobati, Int. J. Refrig., 2014, 40,282.
M. Firpo, L. Gavernet, E. A. Castro, A. A. Toropov, J. Mol. Struct. (Theochem), 2000, 501–502,419.
G. Krenkel, E. A. Castro, A. A. Toropov, J. Mol. Struct. (Theochem), 2001, 542,107.
G. Krenkel, E. A. Castro, A. A. Toropov, Chem. Phys. Lett., 2002, 355,517.
P. R. Duchowicz, E. A. Castro, F. M. Fernández, M. P. Gonzalez, Chem. Phys. Lett., 2005, 412,376.
S. Arupjyoti, S. Iragavarapu, Computers Chem., 1998, 22,515.
G. S. Cholakov, W. A. Wakeham, R. P. Stateva, Fluid Phase Equilib., 1999, 163,21.
J. Wei, Ind. Eng. Chem. Res., 2000, 39, 3116.
F. C. G. Manso, H. S. Júnior, R. E. Bruns, A. F. Rubira, E. C. Muniz, J. Mol. Liq., 2012, 165,125.
S. Deng, W. Su, L. Zhao, Int. J. Refrig., 2016, 63,63.
R. Sanghvi, S. H. Yalkowsky, Ind. Eng. Chem. Res., 2006, 45, 2856.
P. Y. Chan, C. M. Tong, M. C. Durrant, J. Mol. Graph. Model., 2011, 30,120.
B. Admire, B. Lian, S. H. Yalkowsky, Chemosphere, 2015, 119, 1436.
M. H. Abraham, Chem. Soc. Rev., 1993, 22,73.
M. H. Abraham, A. Ibrahim, A. M. Zissimos, J. Chromatogr. A, 2004, 1037,29.
M. H. Abraham, G. S. Whiting, R. M. Doherty, W. J. Shuely, J. Chem. Soc. Perkin Trans. 2, 1990, 1851.
M. H. Abraham, G. S. Whiting, R. M. Doherty, W. J. Shuely, J. Chem. Soc. Perkin Trans. 2, 1990, 1451.
T. W. Stephens, V. Chou, A. N. Quay, W. E. Acree, Jr, M. H. Abraham, Thermochim. Acta, 2011, 519,103.
M. H. Abraham, J. Andonian-Haftvan, G. S. Whiting, A. Leob, R. S. Taft, J. Chem. Soc. Perkin Trans. 2, 1994, 1777.
J. A. Platts, M. H. Abraham, D. Butina, A. Hersey, J. Chem. Inf. Comput. Sci., 2000, 40,71.
M. H. Abraham, H. S. Chadha, G. S. Whiting, R. C. Mitchell, J. Pharm. Sci., 1994, 83, 1085.
M. H. Abraham, C. Treiner, M. Roses, C. Rafols, Y. Ishihama, J. Chromatogr. A, 1996, 752,243.
M. H. Abraham, H. S. Chadha, R. A. E. Leitao, R. C. Mitchell, W. J. Lambert, R. Kaliszan, A. Nasal, P. Haber, J. Chromatogr. A, 1997, 766,35.
M. H. Abraham, A. Ibrahim, W. E. Acree, Jr, Fluid Phase Equilib., 2007, 251,93.
K. Holley, W. E. Acree, Jr, M. H. Abraham, Phys. Chem. Liq., 2011, 49,355.
M. H. Abraham, W. E. Acree, Jr, New J. Chem., 2012, 36, 1798.
A. M. Zissimos, M. H. Abraham, C. M. Du, K. Valko, C. Bevan, D. Reynolds, J. Wood, K. Y. Tam, J. Chem. Soc. Perkin Trans. 2, 2002, 2001.
M. H. Abraham, W. E. Acree, Jr, Green Chem., 2006, 8,906.
A. M. Zissimos, M. H. Abraham, M. C. Barker, K. J. Box, K. Y. Tam, J. Chem. Soc. Perkin Trans. 2, 2002,470.
M. H. Abraham, W. E. Acree, Jr, New J. Chem., 2004, 28, 1538.
M. H. Abraham, A. M. Zissimos, W. E. Acree, Jr, New J. Chem., 2003, 27, 1041.
M. H. Abraham, G. S. Whiting, P. W. Carr, H. Ouyang, J. Chem. Soc. Perkin Trans. 2, 1998, 1385.
M. H. Abraham, H. S. Chadha, J. P. Dixon, C. Rafols, C. Treiner, J. Chem. Soc. Perkin Trans. 2, 1997,19.
M. H. Abraham, C. Rafols, J. Chem. Soc. Perkin Trans. 2, 1995, 1843.
E. E. Hills, M. H. Abraham, A. Hersey, C. D. Bevan, Fluid Phase Equilib., 2011, 303,45.
C. Mintz, M. Clark, K. Burton, W. E. Acree, Jr, M. H. Abraham, J. Solution Chem., 2007, 36,947.
L. M. Sprunger, A. Proctora, W. E. Acree, Jr, M. H. Abraham, N. Benjelloun-Dakhama, Fluid Phase Equilib., 2008, 270,30.
M. H. Abraham, J. R. M. Gola, J. Gil-Lostes, W. E. Acree, Jr, J. E. Cometto-Muniz, J. Chromatogr. A, 2013, 1293,133.
C. Mintz, K. Burton, W. E. Acree, Jr, M. H. Abraham, Fluid Phase Equilib., 2007, 258,191.
M. H. Abraham, C. F. Poole, S. K. Poole, J. Chromatogr. A, 1996, 749,201.
T. W. Stephens, N. E. Rosa De La, M. Saifullah, S. Ye, V. Chou, A. N. Quaya, W. E. Acree, Jr, M. H. Abraham, Fluid Phase Equilib., 2011, 308,64.
M. H. Abraham, W. E. Acree, Jr, Fluid Phase Equilib., 2007, 262,97.
L. M. Sprunger, J. Gibbs, W. E. Acree, Jr, M. H. Abraham, Fluid Phase Equilib., 2008, 273,78.
T. W. Stephens, N. E. Rosa De La, M. Saifullah, S. Ye, V. Chou, A.N. Quay, W. E. Acree, Jr, M. H. Abraham, Fluid Phase Equilib., 2011, 309,30.
C. Mintz, K. Burton, W. E. Acree, Jr, M. H. Abraham, Thermochim. Ac ta, 2007, 459,17.
C. Mintz, K. Burton, T. Ladlie, M. Clark, W. E. Acree, Jr, M. H. Abraham, J. Mol. Liq., 2009, 144,23.
L. M. Sprunger, S. S. Achi, R. Pointer, B. H. Blake-Taylor, W. E. Acree, Jr, M. H. Abraham, Fluid Phase Equilib., 2009, 286,170.
L. M. Sprunger, S. S. Achi, R. Pointer, W. E. Acree, Jr, M. H. Abraham, Fluid Phase Equilib., 2010, 288,121.
L. M. Sprunger, S. S. Achi, W. E. Acree, Jr, M. H. Abraham, Fluid Phase Equilib., 2010, 288,139.
L. M. Sprunger, S. S. Achi, W. E. Acree, Jr, M. H. Abraham, Ind. Eng. Chem. Res., 2009, 48, 8704.
M. H. Abraham, A. Nasezadeh, W. E. Acree, Jr, Ind. Eng. Chem. Res., 2008, 47, 3990.
A. M. Zissimos, M. H. Abraham, A. Klamt, F. Eckert, J. Wood, J. Chem. Inf. Comput. Sci., 2002, 42, 1320.
M. H. Abraham, W. E. Acree, Jr, J. Org. Chem., 2010, 75, 3021.
K. R. Hoover, W. E. Acree, Jr, M. H. Abraham, Chem. Res. Toxicol., 2005, 18, 1497.
M. H. Abraham, A. Ibrahim, W. E. Acree, Jr, Chem. Res. Toxicol., 2005, 18,904.
L. Sprunger, W. E. Acree, Jr, M. H. Abraham, Anal. Chem., 2007, 79, 6891.
L. Sprunger, W. E. Acree, Jr, M. H. Abraham, J. Chem. Inf. Model., 2007, 47, 1808.
C. Mintz, M. Clark, W. E. Acree, Jr, M. H. Abraham, J. Chem. Inf. Model., 2007, 47,115.
Y. H. Zhao, M. H. Abraham, A. Ibrahim, P. V. Fish, S. Cole, M. L. Lewis, M. J. de Groot, D. P. Reynolds, J. Chem. Inf. Model., 2007, 47,170.
A. Berthod, C. R. Mitchell, D. W. Armstrong, J. Chromatogr. A, 2007, 1166,61.
H. Bui, T. Masquelin, T. Perun, T. Castle, J. Dage, M. S. Kuo, J. Chromatogr. A, 2008, 1206,186.
J. A. Dean, Lange’s Handbook of Chemistry, 15th ed., McGraw Hill, New York, 1999.
D. R. Lide, CRC Handbook of Chemistry and Physics, 85th ed., CRC Press/Taylor and Francis, Boca Raton, 2004.
C. L. Yaws, Chemical Properties Handbook, McGraw Hill, New York, 1998.
G. Liu, L. Ma, J. Liu, Physical Properties Data Book of Chemistry and Chemical Engineering, Chem. Ind. Press, Beijing, 2002.
Pharma Algorithms: ADME Boxes, Version 3.0, Pharma Algorithms Inc., Toronto, 2006.
Author information
Authors and Affiliations
Corresponding author
Additional information
Published in Russian in Izvestiya Akademii Nauk. Seriya Khimicheskaya, No. 10, pp. 1823–1830, October, 2018.
Rights and permissions
About this article
Cite this article
Li, Z., Wu, W. & Chen, L. A new method for calculating normal boiling point of liquids. Russ Chem Bull 67, 1823–1830 (2018). https://doi.org/10.1007/s11172-018-2295-0
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11172-018-2295-0