Synthesis of TiO 2 nanoparticles in different thermal conditions and modeling its photocatalytic activity with artificial neural network

Journal of Environmental Sciences

Volumn 24, Issue 4, 2012, Pages 750-756

  Ghanbary, Fatemeh ^a   Modirshahla, Nasser ^b   Khosravi, Morteza ^a   Behnajady, Mohammad Ali ^b  

^a ISLAMIC AZAD UNIVERSITY   (Iran)

^b ISLAMIC AZAD UNIVERSITY   (Iran)

Author keywords

4 nitrophenol; Nanoparticle; Neural network modeling; Photocatalysis; TiO 2

Indexed keywords

4-NITROPHENOL; 4-NITROPHENOL (4-NP); ARTIFICIAL NEURAL NETWORK MODELS; DESIRED CONDITIONS; EXPERIMENTAL DATA; NEURAL NETWORK MODELING; PHOTO-CATALYTIC REMOVAL; PHOTOCATALYTIC ACTIVITIES; PRECISE METHOD; PREPARATION PARAMETERS; REMOVAL PROCESS; SOL-GEL ROUTES; THERMAL CONDITION; TIO;

NANOPARTICLES; NEURAL NETWORKS; PHOTOCATALYSIS; SCANNING ELECTRON MICROSCOPY; SOLS; X RAY DIFFRACTION;

TITANIUM DIOXIDE;

ARTIFICIAL NEURAL NETWORK; CATALYSIS; MODELING; PHENOLIC COMPOUND; PHOTOCHEMISTRY; TITANIUM;

4 NITROPHENOL; 4-NITROPHENOL; NANOPARTICLE; NITROPHENOL; TITANIUM; TITANIUM DIOXIDE;

ARTICLE; ARTIFICIAL NEURAL NETWORK; CATALYSIS; CHEMISTRY; CRYSTALLIZATION; ISOLATION AND PURIFICATION; RADIATION EXPOSURE; TEMPERATURE; TIME; ULTRASTRUCTURE; ULTRAVIOLET RADIATION; X RAY DIFFRACTION;

CATALYSIS; CRYSTALLIZATION; NANOPARTICLES; NEURAL NETWORKS (COMPUTER); NITROPHENOLS; TEMPERATURE; TIME FACTORS; TITANIUM; ULTRAVIOLET RAYS; X-RAY DIFFRACTION;

EID: 84859853587     PISSN: 10010742     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1001-0742(11)60815-2     Document Type: Article

References (28)

1. 2 using artificial neural networks. Dyes and Pigments 2008, 77(2):288-294.
2. 2 with tailor-made rutile to anatase ratio. Applied Catalysis A: General 2008, 340(2):153-161.
3. Bartram SF, Kaelble EF Handbook of X-rays 1967, 17:1-17. McGraw-Hill, New York.
4. 2 on glass plates. Journal of Chemical Engineering 2007, 127(1-3):167-176.
5. Behnajady MA, Modirshahla N, Ghanbary F A kinetic model for the decolorization of C.I. Acid Yellow 23 by Fenton process. Journal of Hazardous Materials 2007, 148(1-2):98-102.
6. 2 nanoparticles: optimization of the preparation conditions. Journal of Photochemistry and Photobiology A: Chemistry 2003, 157(1):47-53.
7. Calza P, Sakkas VA, Villioti A, Massolino C, Boti V, Pelizzetti E, Albanis T, et al. Multivariate experimental design for the photocatalytic degradation of imipramine: Determination of the reaction pathway and identification of intermediate products. Applied Catalysis B Environmental 2008, 84(3-4):379-388.
8. 2 nanoparticles with high temperature, stability and photocatalytic activity. Solid State Sciences 2008, 10(5):602-606.
9. Chakrabarti S, Dutta BK Photocatalytic degradation of model textile dyes in wastewater using ZnO as semiconductor catalyst. Journal of Hazardous Materials 2004, 112(3):269-278.
10. 2 process. Journal of Chemical Engineering Journal 2008, 139(2):322-329.
11. Daneshvar N, Khataee AR, Djafarzadeh N The use of artificial neural networks (ANN) for modeling of decolorization of textile dye solution containing C. I. Basic Yellow 28 by electrocoagulation process. Journal of Hazardous Materials B 2006, 137(3):1788-1795.
12. 4 in aqueous chloride solutions. Colloids and Surfaces A: Physicochemical and Engineering Aspects 2008, 317(1-3):366-376.
13. Giri Rabindra R, Ozmaki H, Takanami R, Tanighuchi S A novel use of TiO2 fiber for photocatalytic ozonation of 2,4-dichlorophenoxyacetic acid in aqueous solution. Journal of Environmental Sciences 2008, 20(9):1138-1145.
14. Göob S, Oliveros E, Bossmann SH, Braun AM, Guardani R, Nascimento CAO Modeling the kinetics of a photochemical water treatment process by means of artificial neural networks. Journal of Chemical Engineering 1999, 38(4-6):373-382.
15. Gontarski CA, Rodrigues PR, Mori M, Prenem LF Simulation of an industrial wastewater treatment plant using artificial neural networks. Journal of Computers and Chemical Engineering 2000, 24(2-7):1719-1723.
16. Habibi MH, Hassanzadeh A, Mahdavi S The effect of operational parameters on the photocatalytic degradation of three textile azo dyes in aqueous TiO2 suspensions. Journal of Photochemistry and Photobiology A: Chemistry 2005, 172(1):89-96.
17. Khataee AR Photocatalytic removal of C.I. Basic Red 46 on immobilized TiO2 nanoparticles: Artificial neural network modeling. Environmental Technology 2010, 30(11):1155-1168.
18. Khataee AR, Dehghan G, Zarei M, Ebadi E, Pourhassan M Neural network modeling of biotreatment of triphenylmethane dye solution by a green macroalgae. Journal of Chemical Engineering Research and Design 2011, 89(2):172-178.
19. Khataee AR, Mirzajani O UV/peroxydisulfate oxidation of C. I. Basic Blue 3: Modeling of key factors by artificial neural network. Desalination 2010, 251(1-3):64-69.
20. Modirshahla N, Behnajady MA, Ghanbary F Decolorization and mineralization of C.I. Acid Yellow 23 by Fenton and photo-Fenton processes. Dyes and Pigments 2007, 73(3):305-310.
21. 2-UV photocatalytic oxidation of Reactive Yellow 14: effect of operational parameters. Journal of Hazardous Materials 2006, 135(1-3):78-86.
22. Pareek VK, Brungs MP, Adesina AA, Sharma R Artificial neural network modeling of a multiphase photodegradation system. Journal of Photochemistry and Photobiology A: Chemistry 2002, 149(1-3):139-146.
23. Rodrí'igerz JA, Ferná'andez-Garcí'ia M Synthesis, Properties, and Applications of Oxide Nanomaterials 2007, 17:135-160. Wiley, New Jerky.
24. Slokar YM, Zupan J, Le Marechal AML The use of artificial neural network (ANN) for modeling of the H2O2/UV decoloration process: part I. Dyes and Pigments 1999, 42(2):123-135.
25. Wen BM, Liu CY, Liu Y Optimization of the preparation methods: Synthesis of mesostructured TiO2 with high photocatalytic activities. Journal of Photochemistry and Photobiology A: Chemistry 2005, 173(1):7-12.
26. Yan MC, Chen F, Zhang JL, Anpo M Preparation of controllable crystalline titania and study on the photocatalytic properties. Journal of Physical Chemistry B 2005, 109(18):8673-8678.
27. Zhang JW, Fu DF, Xu YD, Liu CY Optimization of parameters on photocatalytic degradation of chloramphenicol using TiO2 as photocatalyist by response surface methodology. Journal of Environmental Sciences 2010, 22(8):1281-1289.
28. Zhang X, Wu F, Wu XW, Chen PY, Deng DS Photodegradation of acetaminophen in TiO2 suspended solution. Journal of Hazardous Materials 2008, 157(2-3):300-307.