Neural network modeling of the photocatalytic degradation of 2,4-dihydroxybenzoic acid in aqueous solution

Analusis

Volumn 26, Issue 8, 1998, Pages 326-332

  Oliveros, E ^a   Benoit Marquie F ^a   Puech Costes, E ^b   Maurette, M T ^b   Nascimento, C A O ^c  

^a UNIVERSITY OF KARLSRUHE   (Germany)

^b Université Paul Sabatier   (France)

^c UNIVERSITY OF SÃO PAULO   (Brazil)

Author keywords

2,4 dihydroxybenzoic acid (DHBA); Artificial neural networks; Experimental design; Modeling; Photocatalytic degradation; Tio2

Indexed keywords

BETA RESORCYLIC ACID; TITANIUM DIOXIDE;

AQUEOUS SOLUTION; ARTIFICIAL NEURAL NETWORK; CONFERENCE PAPER; METHODOLOGY; PHOTODEGRADATION; WATER CONTAMINATION;

EID: 0032450907     PISSN: 03654877     EISSN: None     Source Type: Journal    
DOI: 10.1051/analusis:1998181     Document Type: Article

References (31)

1. Serpone, N.; Pelizzetti, E. Photocatalysis, Fundamentals and Applications, Wilcy, New York, 1989.
2. Lesrini, O.; Oliveros, E.; Braun, A. M. Cliein. Rev. 1993, 93, 671-698.
3. Ollis, D. F.; Al-Ekabi, H. Photocatalytic Purification and Treatment of Water and Air, Elsevier Science BV, Amsterdam, 1993.
4. Zepp, R. G.; Crosby, D. G. Aquatic and Surface Chemistry, Lewis Publischers, Boca Raton, 1994.
5. Mills, A.; Holland, C. E.; Davies, R. H.; Worsley, D. J. Plwtoclieiu. Photobwl A: Cliem. 1994, 83, 257-263.
6. Wci, T. Y.; Wan, C. C. J. Pliotochcm. Photobiol A: Chem. 1992, 69, 241-249.
7. Al-Ekabi, H.; Serpone, N.; Pelizzetti, E.; Minero, C.; Fox, M. A.; Barton Draper, R. Lcmgmuir 1989, 5, 250-255.
8. Matthews, R. W. J. Pliys. Chem. 1987, 91, 3328-3333.
9. Matthews, R. W. Aust. J. Chem. 1987, 940, 667-675.
10. Matthews, R. W. Solar. Energy 1987, 38, 405-413.
11. Minero, C. Solar Energy Mat. Solar Cells 1995, 38, 421-430.
12. Rumelhart, D. E.; Hinton, G. E.; Williams, R. J. In: Parallel Distributed Processing: Explorations in the Microstructure of Cognition, McClelland, J. L. Ed. Foundations Rumelhart DE, Bradford Books, The MIT Press, Cambridge, Mass., 1986, Vol. 1, Chap. 8.
13. Zupan, J.; Gasteiger, J. Neural Networks for Chemists: An Introduction, VCH, Weinheim, 1993.
14. Nascimento, C. A. O.; Oliveros, E.; Braun, A. M. Chem. Eng. Pwc. 1994, 33, 319-324.
15. Jacob, L.; Oliveros, E.; Legrini, O.; Braun, A. M. In: Photocatalytic Purification and Treatment of Water and Air, Ollis, D. F.; Al-Ekabi, H. Eds., Elsevier Science Publishers, 1993; pp 511-532.
16. Benoit-Marquié, F.; Puech-Costes, E.; Braun, A. M.; Oliveros, E.; Maurctte, M. T.; J. Photochcm. Photobiol. A: Chem. 1997, 108, 65-71.
17. Fargin, E.; Sergent, M.; Mathieu, D.; Phan-Tan-Luu, R. Bio. Sei. 1985, 4, 77-82, and references cited therein.
18. Box, G. E. P.; Hunter, W. G.; Hunter, J. S. Statistics for Experimenters: An Introduction to Design, Data Analysis and Model Building, Wiley, New York, 1978.
19. Khuri, A. I.; Cornell, J. A. Response Surfaces, Designs and Analyses, Dekker, M. Ed., ASQC Quality Press, New York, 1987.
20. Oliveros, E.; Göb, S.; Benoit-Marquié, F.; Puech-Costes, E.; Maurettc, M. T.; Nascimento C.A.O. Modelling of photochemical processes for water treatment using experimental design and artificial neural networks, Chimioinetrie 97. Expériences et modèles, Lyon (France), 3-5 December 1997, Proceedings "Communications Affichées", Poster P28.
21. Chan, W. M.; Nascimento, C. A. O. J. Appl. Pol Sei. 1994, 53, 1277-1289.
22. Nascimento, C. A. O.; Guardani, R.; Giulietti, M. Pomler Technol 1997, 90, 89-94.
23. Owens, A. J.; Mocella, M. T. In: Artificial Neural Networks, Prieto, A. Ed., International Workshop IWANN'91 (Granada, Spain) Proceedings, Lectures in Computer Science 540, Springer Verlag, New York, 1991; pp 227-234.
24. Courtois, S.; Phan-Tan-Luu, R. Chimioinetrie 97. Experiences et modèles, Lyon (France), 3-5 December 1997, Proceedings Communications Orales , C12; Id., Proceedings Communications Affichées , P34.
25. Pollard, J. D.; Broussard, M. R.; Garrison, D. B.; San, K. Y. Comput Chem. Eng. 1992, 16, 253-258.
26. Augugliaro, V.; Palmisano, L.; Sclafani, A.; Minero, C.; PeUzzetti, E. Toxicol. Environ. Chem. 1988, 16, 89-109.
27. Ollis, D. F.; Pelizzetti, E. In: Photocatalysis, Fundamentals and Applications, Serpone, N.; Pelizzetti, E. Eds., Wiley, New York, 1989; pp 603-637.
28. Turchi, C. S.; Ollis, D. F. J. Catal. 1989, 779, 483-496.
29. Wei, T. Y; Wan, C. C. Ind. Eng. Chem. Res. 1991, 30, 1293-1300.
30. Mathieu, D.; Phan-Tan-Luu, R.; L. P. R. A. L, Université d'Aix-Marseille, France, NEMROD software (version 3.0) 1995.
31. Oliveros, E.; Legrini, O.; Hohl, M.; Müller, T.; Braun, A. M. Chem. Eng. Proc. 1997, 36, 397-405. l