Prediction of vapor-liquid equilibrium data for ternary systems using artificial neural networks

Fluid Phase Equilibria

Volumn 254, Issue 1-2, 2007, Pages 188-197

  Nguyen, Viet D ^a,b   Tan, Raymond R ^b   Brondial, Yolanda ^b   Fuchino, Tetsuo ^c  

^a GRADUATE UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Viet Nam)

^b DE LA SALLE UNIVERSITY   (Philippines)

^c TOKYO INSTITUTE OF TECHNOLOGY   (Japan)

Author keywords

Artificial neural network; Salts; Ternary system; Vapor liquid equilibrium

Indexed keywords

DISTILLATION COLUMNS; MATHEMATICAL MODELS; NEURAL NETWORKS; SALTS; SOLVENTS; TERNARY SYSTEMS;

ABSOLUTE MEAN ERRORS; MOLE FRACTION; THERMODYNAMIC MODEL;

PHASE EQUILIBRIA;

DISTILLATION COLUMNS; MATHEMATICAL MODELS; NEURAL NETWORKS; PHASE EQUILIBRIA; SALTS; SOLVENTS; TERNARY SYSTEMS;

EID: 34247606025     PISSN: 03783812     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.fluid.2007.03.014     Document Type: Article

References (27)

1. Iliuta M.C., Iliuta I., and Larachi F. Chem. Eng. Sci. 55 (2000) 2813-2825
2. Tan T.C., Chai C.M., Tok A.T., and Ho K.W. Fluid Phase Equilib. 218 (2004) 113-121
3. Tan T.C., Tan R., Soon L.H., and Ong S.H.P. Fluid Phase Equilib. 234 (2005) 84-93
4. Arce A., Ageitos J.M., and Soto A. Fluid Phase Equilib. 122 (1996) 117-129
5. Iliuta M.C., Thyrion F., and Landauer O.M. J. Chem. Eng. Data 41 (1996) 402-408
6. Smith J.M., Van-Ness H.C., and Abbott M.M. Introduction to Chemical Engineering Thermodynamics. 6th ed. (2001), McGraw-Hill International Edition
7. Iliuta M.C., Landauer O.M., and Thyrion F.C. Fluid Phase Equilib. 149 (1998) 163-176
8. Vercher E., Pena M.P., and Andreu A.M. J. Chem. Eng. Data 41 (1996) 66-69
9. Sharma R., Singhal D., Ghosh R., and Dwivedi A. Comp. Chem. Eng. 23 (1999) 385-390
10. Tan T.C., and Ti H.C. Fluid Phase Equilib. 43 (1988) 91-104
11. Hagan M.T., Demuth H.B., and Beale M. Neural Network Design (1996), PWS Publishing Co.
12. Schalkoff R.J. Artificial Neural Networks (1997), McGraw-Hill International Edition
13. Baughman D.R., and Liu Y.A. Neural Networks in Bioprocessing and Chemical Engineering (1995), Academic Press, California
14. Dubdub I.J.M. The Proceedings of RSCE and 16th SOMChE (2002) 1621-1628
15. Jouyban A., Majidi M.R., Jabbaribar F., and Karim A.Z. Fluid Phase Equilib. 225 (2004) 133-139
16. Petersen R., Fredensulund A., and Rasmussen P. Comp. Chem. Eng. 18 (1994) S63-S67
17. Chouai A., Laugier S., and Richon D. Fluid Phase Equilib. 199 (2002) 53-62
18. Demuth H., and Beale M. Neural Network Toolbox Version Three (1998), The Math Works Inc.
19. Mohanty S. Fluid Phase Equilib. 235 (2005) 92-98
20. Urata S., Takada A., Murata J., Haiki T., and Sekiya A. Fluid Phase Equilib. 199 (2002) 63-78
21. Ganguly S. Comp. Chem. Eng. 27 (2003) 1445-1454
22. Y.T. Kagiyama, K.T. Doi, T.T. Noraka, Y.S. Ishiyama, S.Y. Komatsubara, US Patent 19 (1988).
23. Teh C.L., Braid M.H.I., and Hanson C. Handbook of Solvent Extraction (1983), A Wiley-Interscience Publication
24. Lin S.H., and Wang Ch.S. J. Hazardous Materials B 106 (2004) 161-168
25. Gmehling J., and Onken U. Vapor-Liquid Equilibrium Data Collection (Aqueous-Organic Systems). 2nd ed. vol. 1 (1991), DECHEMA (Part 1) pp. 606-607
26. Reid R.C., Prausnitz J.M., and Poling B.E. The Properties of Gases and Liquids. 4th ed. (1988), McGraw-Hill International Editions
27. Perry R.H., and Green D.W. Perry's Chemical Engineering Handbook. 7th ed. (1997), McGraw-Hill