Prediction of the distillation profile and cold properties of diesel fuels using mid-IR spectroscopy and neural networks

Fuel

Volumn 85, Issue 7-8, 2006, Pages 1131-1137

  Pasadakis, N ^a   Sourligas, S ^a   Foteinopoulos, Ch ^b  

^a TECHNICAL UNIVERSITY OF CRETE   (Greece)

^b Motor Oil Hellas   (Greece)

Author keywords

Diesel properties; Neural networks; Prediction

Indexed keywords

ALGORITHMS; DISTILLATION; FORECASTING; INFRARED SPECTROSCOPY; NEURAL NETWORKS; QUALITY CONTROL;

COLD PROPERTIES; DIESEL PROPERTIES; FUEL FRACTION;

DIESEL FUELS;

EID: 29744469216     PISSN: 00162361     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.fuel.2005.09.016     Document Type: Article

References (16)

1. G.E. Fodor, and K.B. Kohl Energy Fuels 7 1993 598
2. Z. Sikora, and W. Salacki Pet Coal 38 1996 65
3. S.J. Foulk, and B.E. DeSimas Process Control Qual 2 1992 69
4. M.V. Reboucas, and B. Neto J Near Infrared Spectrosc 9 2001 263 273
5. M.P. Gomez-Carracedo, J.M. Andrade, M. Calvino, E. Fernandez, D. Prada, and S. Muniategui Fuel 82 2003 1211
6. H. Yang, Z. Ring, Y. Briker, N. McLean, W. Friesen, and C. Fairbridge Fuel 81 2002 65
7. D.M. Korres, G. Anastopoulos, E. Lois, A. Alexandridis, H. Sarimveis, and G. Bafas Fuel 81 2002 1243
8. B. Basu, G.S. Kapur, A.S. Sarpal, and R. Meusinger Energy Fuels 17 2003 1570
9. P.B. Semnwal, and R.G. Varshney Fuel 74 1995 437
10. J.R.M. Smits, W.J. Malssen, L.M.S. Buydens, and G. Kateman Chemom Intell Lab Syst 22 1994 165
11. ASTM D2500-91. Annual book of ASTM standards, vol. 05. 01, 1995.
12. ASTM D97-93. Annual book of ASTM standards, vol. 05. 01, 1995.
13. ASTM D86-93. Annual book of ASTM standards, vol. 05. 01, 1995.
14. J.M. Andrade, M.V. Garcia, P. Lopez-Mahia, and D. Prada Talanta 44 1997 2167
15. K. Faber, and B. Kowalski Appl Spectrosc 51 5 1997 660
16. S. Wold, K. Esbensen, and P. Geladi Chemom Intell Lab Syst 2 1997 37