Ultraviolet-activated persulfate oxidation of methyl orange: A comparison between artificial neural networks and factorial design for process modelling

Photochemical and Photobiological Sciences

Volumn 14, Issue 3, 2015, Pages 528-535

  Frontistis, Zacharias ^a,b   Hapeshi, Evroula ^b   Fatta Kassinos, Despo ^b   Mantzavinos, Dionissios ^a  

^a UNIVERSITY OF PATRAS   (Greece)

^b UNIVERSITY OF CYPRUS   (Cyprus)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84924228695     PISSN: 1474905X     EISSN: 14749092     Source Type: Journal    
DOI: 10.1039/c4pp00277f     Document Type: Article

References (38)

1. E. Forgacs T. Cserhati G. Oros Removal of synthetic dyes from wastewaters: A review Environ. Int. 2004 30 953 971
2. K. Singh S. Arora Removal of Synthetic Textile Dyes From Wastewaters: A Critical Review on Present Treatment Technologies Crit. Rev. Environ. Sci. Technol. 2011 41 807 878
3. A. B. dos Santos F. J. Cervantes J. B. van Lier Review paper on current technologies for decolourisation of textile wastewaters: Perspectives for anaerobic biotechnology Bioresour. Technol. 2007 98 2369 2385
4. C. Allegre P. Moulin M. Maisseu F. Charbit Treatment and reuse of reactive dyeing effluents J. Membr. Sci. 2006 269 15 34
5. T. A. Nguyen R. S. Juang Treatment of waters and wastewaters containing sulfur dyes: A review Chem. Eng. J. 2013 219 109 117
6. T. Robinson G. McMullan R. Marchant P. Nigam Remediation of dyes in textile effluent: a critical review on current treatment technologies with a proposed alternative Bioresour. Technol. 2001 77 247 255
7. C. Comninellis A. Kapalka S. Malato S. A. Parsons I. Poulios D. Mantzavinos Advanced oxidation processes for water treatment: advances and trends for R&D J. Chem. Technol. Biotechnol. 2008 83 769 776
8. 2 photocatalysis Water Res. 2006 40 1276 1286
9. 2-photocatalysts Appl. Catal., B 2000 26 193 206
10. E. Chatzisymeon C. Petrou D. Mantzavinos Photocatalytic treatment of textile dyehouse effluents with simulated and natural solar light Global Nest J. 2013 15 21 28
11. D. E. Kritikos N. P. Xekoukoulotakis E. Psillakis D. Mantzavinos Photocatalytic degradation of reactive black 5 in aqueous solutions: Effect of operating conditions and coupling with ultrasound irradiation Water Res. 2007 41 2236 2246
12. E. Chatzisymeon N. P. Xekoukoulotakis A. Coz N. Kalogerakis D. Mantzavinos Electrochemical treatment of textile dyes and dyehouse effluents J. Hazard. Mater. 2006 137 998 1007
13. E. Tsantaki T. Velegraki A. Katsaounis D. Mantzavinos Anodic oxidation of textile dyehouse effluents on boron-doped diamond electrode J. Hazard. Mater. 2012 207-208 91 96
14. J. Wu T. Wang Ozonation of aqueous azo dye in a semi-batch reactor Water Res. 2001 35 1093 1099
15. L. W. Lackey R. O. Mines P. T. McCreanor Ozonation of acid yellow 17 dye in a semi-batch bubble column J. Hazard. Mater. 2006 138 357 362
16. K. Turhan Z. Turgut Decolorization of direct dye in textile wastewater by ozonization in a semi-batch bubble column reactor Desalination 2009 242 256 263
17. L. Gomathi Devi S. Girish Kumar K. Mohan Reddy C. Munikrishnappa Photo degradation of Methyl Orange an azo dye by Advanced Fenton Process using zero valent metallic iron: Influence of various reaction parameters and its degradation mechanism J. Hazard. Mater. 2009 164 459 467
18. S. P. Sun C. J. Li J. H. Sun S. H. Shi M. H. Fan Q. Zhou Decolorization of an azo dye Orange G in aqueous solution by Fenton oxidation process: Effect of system parameters and kinetic study J. Hazard. Mater. 2009 161 1052 1057
19. 2 for catalytic ultrasonic degradation of methyl orange Ultrason. Sonochem. 2014 21 991 996
20. 4 Ultrason. Sonochem. 2007 14 253 258
21. 2 advanced oxidation process Chem. Eng. J. 2011 168 134 139
22. 2 process J. Serb. Chem. Soc. 2012 77 465 481
23. G. Subramanian P. Parakh H. Prakash PDT photoinactivation of bacteria by visible light activation of persulphate using a tris(2,2′-bipyridyl)ruthenium(II) complex Photochem. Photobiol. Sci. 2013 12 456 466
24. S. Yang P. Wang X. Yang L. Shan W. Zhang X. Shao R. Niu Degradation efficiencies of azo dye Acid Orange 7 by the interaction of heat, UV and anions with common oxidants: Persulfate, peroxymonosulfate and hydrogen peroxide J. Hazard. Mater. 2010 179 552 558
25. Y. T. Lin C. Liang J. H. Chen Feasibility study of ultraviolet activated persulfate oxidation of phenol Chemosphere 2011 82 1168 1172
26. Y. Gao N. Gao Y. Deng Y. Yang Y. Ma Ultraviolet (UV) light-activated persulfate oxidation of sulfamethazine in water Chem. Eng. J. 2012 195-196 248 253
27. E. Chatzisymeon N. P. Xekoukoulotakis D. Mantzavinos Determination of key operating conditions for the photocatalytic treatment of olive mill wastewaters Catal. Today 2009 144 143 148
28. E. Chatzisymeon N. P. Xekoukoulotakis E. Diamadopoulos A. Katsaounis D. Mantzavinos Boron-doped diamond anodic treatment of olive mill wastewaters: Statistical analysis, kinetic modeling and biodegradability Water Res. 2009 43 3999 4009
29. A. Katsoni Z. Frontistis N. P. Xekoukoulotakis E. Diamadopoulos D. Mantzavinos Wet air oxidation of table olive processing wastewater: Determination of key operating parameters by factorial design Water Res. 2008 42 3591 3600
30. Z. Frontistis D. Fatta-Kassinos D. Mantzavinos N. P. Xekoukoulotakis Photocatalytic degradation of 17α-ethynylestradiol in environmental samples by ZnO under simulated solar radiation J. Chem. Technol. Biotechnol. 2012 87 1051 1058
31. Z. Frontistis V. M. Daskalaki E. Hapeshi C. Drosou D. Fatta-Kassinos N. P. Xekoukoulotakis D. Mantzavinos Photocatalytic (UV-A/TiO2) degradation of 17α-ethynylestradiol in environmental matrices: Experimental studies and artificial neural network modeling J. Photochem. Photobiol., A 2012 240 33 41
32. 2 suspensions under simulated solar radiation Ind. Eng. Chem. Res. 2012 51 16552 16563
33. A. R. Khataee M. B. Kasiri Artificial neural networks modeling of contaminated water treatment processes by homogeneous and heterogeneous nanocatalysis J. Mol. Catal. A: Chem. 2010 331 86 100
34. E. S. Galbavy K. Ram C. Anastasio 2-Nitrobenzaldehyde as a chemical actinometer for solution and ice photochemistry J. Photochem. Photobiol., A 2010 209 186 192
35. R. Lenth Quick and easy analysis of unreplicated factorials Technometrics 1989 31 469 473
36. 2 photocatalysis J. Environ. Manage. 2012 98 168 174
37. L. R. Bennedsen J. Muff E. G. Soogaard Influence of chloride and carbonates on the reactivity of activated persulfate Chemosphere 2012 86 1092 1097
38. G. D. Garson Interpreting neural-network connection weights Artif. Intell. Expert 1991 6 46 51