Prediction of vapor-liquid equilibrium data by using radial basis neural networks

Chemical and Biochemical Engineering Quarterly

Volumn 20, Issue 3, 2006, Pages 319-323

  Govindarajan, L ^a   Sabarathinam, P L ^a  

^a ANNAMALAI UNIVERSITY   (India)

Author keywords

Artificial neural network; Radial basis network; Vapor liquid equilibrium

Indexed keywords

BINARY SYSTEMS; NEURONS; TERNARY SYSTEM; VAPOR LIQUID EQUILIBRIUM;

AZEOTROPES; BIOCHEMICAL ENGINEERING; COMPUTER SIMULATION; DATA ACQUISITION; MATHEMATICAL MODELS; PHASE EQUILIBRIA; THERMODYNAMIC PROPERTIES;

RADIAL BASIS FUNCTION NETWORKS;

EID: 33749384318     PISSN: 03529568     EISSN: 03529568     Source Type: Journal    
DOI: None     Document Type: Article

References (12)

1. Singhai, D., Ghosh, R., Sharma, R., Proc. International Conference on Advances in Chemical Engineering, IIT Madras 11 (1996) 319.
2. Nandi, S., Ghosh, S., Tambe, S. S., Kulkarni, B.D., AIChE J. 47 (2001) 26.
3. Alvarez, E., Riverol, C., Correa, J. M., Navaza, J. M., Ind. Eng. Chem. Res. 38 (1999) 1706.
4. Sharma, R., Singhai, D., Ghosh, R., Dwivedi, A., Computers Chem. Engng. 23 (1999) 385.
5. Govindarajan, L, RBF based VLB data prediction, M.E (Chem.) Thesis, Annamalai University, Annamalainagar, India, 2002.
6. Mehrotra, K., Mohan, C. K., Ranka, S., Elements of Artificial Neural Networks, Penram international, Mumbai 1997.
7. Yegnanaryana, B., Artificial Neural Networks, second printing, Prentice-Hall of India, New Delhi 1999.
8. st Edition, McGraw Hill, Singapore, 1994.
9. st edition, The Math Works Inc, Mass, 1994.
10. Hirata, M., Ohe, S., Nagahama, K., Computer Aided Data Book of Vapor - Liquid Equilibria, Kodanska/Elsevier, Tokyo, 1975.
11. Govindaswamy, S., Indian Journal of Chemical Technology 15 (1977) 94.
12. Mehmet, B., Hasdemir, H. I., Oztas, O., Journal of scientific and Industrial Research, 63 (2004) 336.