Evaluation and Optimization of Operating Parameters in the Photocatalytic Reduction of Hexavalent Chromium (Cr (VI)) Using a Full Factorial Design

Document Type : Research Paper

Authors

1 Faculty of Health, Kashan University of Medical Sciences, Iran‎

2 Department of Chemical Engineering, Faculty of Engineering, University of Kurdistan, Sanandaj, Iran‎

3 Faculty of Health, Ardabil University of Medical Sciences, Iran‎

Abstract

Photocatalytic process is one of the modern treatment methods which can be efficiently used for the treatment of wastewaters containing pollutants with priority such as hexavalent chromium. So in this study, the effects of various operating parameters and optimum conditions for the reduction of Cr (VI) in the presence of ZnO/HZSM-5 nanocomposite were investigated using a full factorial design method. In this study, ZnO/HZSM-5 nanocomposite was sanitized by Hydrothermal/impregnation method. The structure and morphology of  Nanocomposite were studied by XRD, UV/vis, and FESEM techniques. In order to evaluate the photocatalytic reduction of hexavalent chromium using ZnO/HZSM-5 nanocomposite, full factorial technique was used. The effects of reaction time, pH, UV intensity, and initial chromium concentration were studied. The results of XRD showed that the nanocomposite was properly formed and had a crystalline phase. FESEM images showed that active phase (ZnO) was uniformly spread on the surface in nanometric size. The results of Fisher test (F-Value) indicated that the initial concentration of hexavalent chromium plays the most important role in the process. Under optimal conditions (initial concentration of chromium = 10 mg/L, UV light intensity = 125 W, pH = 5, and reaction time = 60 minutes), the removal efficiency was 98.72% with a desirability of 0.985 for hexavalent chromium. Finally, the normal probability analysis indicated that the data had a normal distribution. According to the result, it was indicated that the initial concentration of chromium was the most effective parameter in the process. Hence, the full factorial method can be used as an effective method for optimizing the conditions of the photocatalytic process in removing hexavalent chromium.

Keywords

Main Subjects


[1]. Liu J., Huang K., Xie K., Yang Y. and Liu H., “An ecological new Approach for treating cr (vi)-containing industrial wastewater: photochemical reduction,” Water Res., Vol. 93, pp. 187-94,2016.##
[2]. Malaviya P. and Singh A., “Physicochemical technologies for remediation of chromium-containing waters and wastewaters,” Crit Rev Environ Sci Technol., Vol. 41(12), pp. 1111-1172, 2011.##
[3]. Schlautman M. A. and Han I., “Effects of pH and dissolved oxygen on the reduction of hexavalent chromium by dissolved ferrous iron in poorly buffered aqueous systems,” Water Res., Vol. 35(6), pp.1534-1546, 2001.##
[4]. Xie K., Huang K., Xu L., Yu P., Yang L. and Liu H., “Three-liquid-phase extraction and separation of Ti (iv), Fe (iii), and mg (ii),” Ind. Eng. Chem. Res., Vol. 50(10), pp. 6362-6368, 2011.##
[5]. Mohapatra P., Samantaray S. K. and Parida K., “Photocatalytic reduction of hexavalent chromium in aqueous solution over sulphate modified titania,” J. Photochem Photobiol A Chem., Vol. 170(2), pp. 189-194, 2005,##
[6]. Park D., Lim S. R., Yun Y. S. and Park J. M., “Reliable evidences that the removal mechanism of hexavalent chromium by natural biomaterials is adsorption-coupled reduction,” Chemosphere. Vol. 70 (2), pp. 298-305, 2007.##
[7]. Costa M., “Potential hazards of hexavalent chromate in our drinking water,” Toxicol. Appl. Pharmacol., Vol. 188(1), pp. 1-5, 2003.##
[8]. Loyaux Lawniczak S., Lecomte P. and Ehrhardt J. J., “Behavior of hexavalent chromium in a polluted groundwater: redox processes and immobilization in soils,” Environ. Sci. Technol., Vol. 35(7), pp. 1350-1357, 2001.##
[9]. Wang X., Pehkonen S. and Ray A. K., “Removal of aqueous cr (vi) by a combination of photocatalytic reduction and coprecipitation,” Ind. Eng. Chem. Res., Vol. 43(7), pp. 1665-1672, 2004.##
[10]. Jung C., Heo J., Han J., Her N., Lee S. J., Oh J., , “Hexavalent chromium removal by various adsorbents: powdered activated carbon, chitosan, and single/multi-walled carbon nanotubes,” Sep. Purif. Technol., Vol. 106, pp. 63-71, 2013.##
[11]. Shi T., Wang Z., Liu Y., Jia S. and Changming D., “Removal of hexavalent chromium from aqueous solutions by d301, d314 and d354 anion-exchange resins,” J. Hazard. Mater., Vol. 161(2), pp. 900-906, 2009.##
[12]. Athanasekou C., Romanos G. E., Papageorgiou S., Manolis G., Katsaros F. and Falaras P., “Photocatalytic degradation of hexavalent chromium emerging contaminant via advanced titanium dioxide nanostructures,” Chem. Eng. J., Vol. 38, pp. 171-180, 2017.##
[13]. Mosteo R., Ormad P., Mozas E., Sarasa J. and Ovelleiro J. L., “Factorial experimental design of winerywastewaterstreatment by heterogeneous photo-fenton process,” Water Res., Vol. 40(8), pp. 1561-1568, 2006.##
[14]. Sakkas V. A., Islam M. A., Stalikas C. and Albanis T. A., “Photocatalytic degradation using design of experiments: a review and example of the congo red degradation,‎” J. Hazard. Mater.‎, Vol. 175(1), pp. 33-44, 2010.##
[15]. Carmona MER, da Silva MAP, Leite SGF., “Biosorption of chromium using factorial experimental design,” Process Biochem., Vol. 40(2), pp. 779-788, 2005.##
[16]. Ravikumar K., Krishnan S., Ramalingam S. and Balu K., “Optimization of process variables by the application of response surface methodology for dye removal using a novel adsorbent,” Dyes Pigm., Vol. 72(1), pp. 66-74, 2007.##
[17]. Safa Y. and Bhatti H. N., “Adsorptive removal of direct textile dyes by low cost agricultural waste: application of factorial design analysis,” Chem. Eng. J., Vol. 167(1), pp. 35-41, 2011.##
[18]. Montgomery D., “Design and analysis of experiments fifth edition,” By John Wiley & Sons. 5th ed., 2001.##
[19.Fernandez J., Kiwi J., Lizama C., Freer J., Baeza J. and Mansilla H., “Factorial experimental design of orange ii photocatalytic discolouration,” J. Photochem Photobiol A Chem., Vol. 151(1), pp. 213-219, 2002.##
[20]. Yeber M. C., Soto C., Riveros R., Navarrete J. and Vidal G., “Optimization by factorial design of copper (ii) and toxicity removal using a photocatalytic process with TiO2 as semiconductor”. Chem. Eng. J., Vol. 152(1), pp. 14-19, 2009.##
[21]. Khorsandi H., Mohammadi A., Kariminejad F., Haghighi M., Karimzadeh S., Khorsandi J. and Aghapour A. A., “Optimizing linear alkyl benzene sulfonate removal using fenton oxidation process in taguchi method,” J. Water Chem. Technol., Vol. 38, Issue 5, pp. 266-272, 2016.##
[22]. Saadat S. and Karimi Jashni A., “Optimization of pb (ii) adsorption onto modified walnut shells using factorial design and simplex methodologies,” Chem. Eng. J., Vol. 173(3), pp. 743-749, 2011.##
[23]. Sadeghi S., Haghighi M. and Estifaee P., “Methanol to clean gasoline over nanostructured cuo–zno/hzsm-5 catalyst: influence of conventional and ultrasound assisted co-impregnation synthesis on catalytic properties and performance,” J. Nat. Gas Sci. Eng., Vol. 24, pp. 302-310, 2015. ##
[24]. Pérez M., Torrades F., Peral J., Lizama C., Bravo C., Casas S., Freer J. and Héctor D. Mansilla, “Multivariate approach to photocatalytic degradation of a cellulose bleaching effluent,” Appl. Catal., B, Vol. 33(2), pp. 89-96, 2001.##
[25]. Arenas LT, Lima EC, dos Santos AA, Vaghetti JC, Costa TM, Benvenutti EV., “Use of statistical design of experiments to evaluate the sorption capacity of 1, 4-diazoniabicycle [2.2. 2] octane/silica chloride for cr (vi) adsorption,” Colloids Surf., A, Vol. 297(1), pp. 240-248, 2007.##
[26]. Hosseini S, Taghizadeh M, Eliassi A., “Optimization of hydrothermal synthesis of h-zsm-5 zeolite for dehydration of methanol to dimethyl ether using full factorial design,” J. Nat. Gas Chem., Vol. 21(3), pp.344-351, 2012.##
[27]. Ravikumar K, Ramalingam S, Krishnan S, Balu K., “Application of response surface methodology to optimize the process variables for reactive red and acid brown dye removal using a novel adsorbent”. Dyes Pigm., Vol. 70(1), pp. 18-26, 2006.##
[28]. Zulkali M, Ahmad A, Norulakmal N. Oryza sativa L., “Husk as heavy metal adsorbent: optimization with lead as model solution,” Bioresour. Technol., Vol. 97(1), pp. 21-25, 2006.##
[29]. Djellabi R, Ghorab M., “Photoreduction of toxic chromium using Tio2-immobilized under natural sunlight: effects of some hole scavengers and process parameters,” Desalin. Water Treat., Vol. 55(7), pp. 1900-1907, 2015.##
[30]. Dubey SP, Gopal K., “Adsorption of chromium (vi) on low cost adsorbents derived from agricultural waste material: a comparative study,” J. Hazard. Mater., Vol. 145(3), pp. 465-470, 2007.
[31]. Ku Y, Jung I-L., “Photocatalytic reduction of cr (vi) in aqueous solutions by uv irradiation with the presence of titanium dioxide,” Water Res., Vol. 35(1), pp. 135-142, 2001.
[32]. Aarthi T, Madras G., “Photocatalytic reduction of metals in presence of combustion synthesized Nano-Tio2,” Catal. Commun., Vol. 9(5), pp. 630-634, 2008.
[33]. Zhang F, Jin R, Chen J, Shao C, Gao W, Li L. and Guan N., “High photocatalytic activity and selectivity for nitrogen in nitrate reduction on Ag/Tio2 catalyst with fine silver clusters,” J. Catal.,  Vol. 232, Issue 2, pp. 424-431, 2005.
[34]. Valari M., Antoniadis A., Mantzavinos D. and Poulios I., “Photocatalytic reduction of Cr (VI) over titania suspensions,” Catal. Today., Vol. 252, pp. 190-194, 2015.
[35]. Chakrabarti S. and Dutta B. K., “Photocatalytic degradation of model textile dyes in wastewater using zno as semiconductor catalyst”. J. Hazard. Mater., Vol. 112, Issue 3, pp. 269-278, 2004.
[36]. Moussavi G., Jiani F. and Shekoohiyan S., “Advanced reduction of cr (vi) in real chrome-plating wastewater using a vuv photoreactor: batch and continuous-flow experiments,” Sep. Purif. Technol., Vol. 151, pp. 218-224, 2015.
[37]. Awotwe-Otoo D., Agarabi C., Faustino P. J., Habib M. J., Lee S., Khan M. A. and Shah R. B., “Application of quality by design elements for the development and optimization of an analytical method for protamine sulfate,” J. Pharm. Biomed. Anal., Vol. 62, pp. 61-67, 2012.
38.Antony J., “Design of experiments for engineers and scientists,” Elsevier, 2014.
39.Ponnusami V., Krithika V., Madhuram R. and Srivastava S. N., “Biosorption of reactive dye using acid-treated rice husk: factorial design analysis,” J. Hazard. Mater., Vol.142, Issue 1, pp. 397-403, 2007.