Application of the Taguchi Experimental Design in the Determination of the Optimal Conditions of the Photocatalytic Degradation Reaction of Sunset Yellow FCF Aazoic Pollutant Using Silver Nanoparticles in a Photoreactor

Document Type : Research Article

Author

Department of Chemistry, Tuyserkan Branch, Islamic Azad University, Tuyserkan, I.R. IRAN

Abstract

In this study, silver nanoparticles (Ag-NPs) as catalysts in the photocatalytic degradation reaction of Sunset Yellow FCF (SYF) azo dye in aqueous solution were investigated. Ag-NPs were prepared by using walnut (Juglans regia L.) leaf extract. The synthesis of Ag-NPs has been done using green chemistry, which is an environmentally friendly, low-cost, fast, and safe method. Extraction was done with a facile method, as well as the synthesis of Ag-NPs in a short period and with high efficiency. The Ag-NPs were characterized by Scanning Electron Microscopy (SEM), Energy Dispersive X-ray (EDS), X-Ray Diffraction (XRD), and Fourier Transform InfraRed (FT-IR) spectroscopy. Optimum conditions for dye degradation were determined using Taguchi experimental design method with (L9(34)) orthogonal array. Analysis of the response of each experiment was based Signal to Noise (S/NL) ratio calculated. The effects of operational parameters such as catalyst amount, pH, irradiation time, and temperature in three levels for each factor were studied. The Taguchi results showed that catalyst amount= 20 mg/l (level 2), pH= 4 (level 1), irradiation time = 45 min. (level 3) and temperature= 30 °C (level 3) was the optimum conditions for this process. The most influence of each factor on the process was determined using the Analysis of Variance (ANOVA) method. The most significant factor in this process was pH. The interaction between pH×catalyst amount was the most influencing interaction. The analysis of primary ANOVA showed that percent (p(%)) parameters were: catalyst amount (12.002%), pH (46.298%), irradiation time (35.311%), and temperature (6.383%). The contribution of factors in this process was found to be in the following order: catalyst amount (0.142), pH (0.431), irradiation time (0.397), and temperature (0.18). A pseudo-first-order kinetic reaction with rate constant k=0.0721 min−1 was observed for dye photocatalytic degradation.

Keywords

Main Subjects


[1] Galdiero S., Falanga A., Vitiello M., Cantisani M., Marra V., Galdiero M., Silver Nanoparticles as Potential Antiviral Agents, Molecules, 16(10): 8894-8918 (2011).
[2] Mittal A.K., Bhaumik J., Kumar S., Banerjee U.C., Biosynthesis of Silver Nanoparticles: Elucidation of Prospective Mechanism and Therapeutic Potential, J. Coll. Interface Sci., 415: 39-47 (2014).
[3] Jung J.H., Oh H.C., Noh H.S., Ji J.H., Kim S.S., Metal Nanoparticle Generation Using a Small Ceramic Heater with a Local Heating Area, J. Aerosol Sci., 37(12): 1662-1670 (2006).
[6] Waksmundzka-Hajnos M., Sherma J., Kowalska T., "Thin Layer Chromatography in Phytochemistry", 1nd Edition, CRC Press, Boca Raton, (2008).
[7] Sharma V.K., Yngard R.A., Lin Y., Silver Nanoparticles: Green Synthesis and Their Antimicrobial Activities, Advances Coll. Interface Sci., 145(1-2): 83-96 (2009).
[8] Karpudewan M., Ismail Z., Roth W.M., Ensuring Sustainability of Tomorrow Through Green Chemistry Integrated with Sustainable Development Concepts (SDCs), Chem. Educ. Res. Pract., 13(2): 120-127 (2012).
[9] Karpudewan M., Ismail Z.H., Mohamed N., "Enhancing The Acquisition of Concepts Central To Sustainable Development Through Green Chemistry", In The Second İnternational Conference On Science And Mathematics Education, Seameo Recsam, Penang, Malaysia, (2007).
[10] Zollinger H., "Color Chemistry Synthesis, Properties, and Applications of Organic Dyes and Pigments", third revised Edition, Wiley-VCH, (2003).
[11] Waring D.R., Hallas G., "The Chemistry and Application of Dyes", Plenum Press, New York, (1990).
[14] Mosayebian M.E., Moradi R., Mahanpoor, K., Modeling the Degradation of SUNSET Yellow FCF Azo Dye by Fe2O3/Bentonite Catalyst using Artificial Neural Networks, J. Nanoanalysis., 8: 209-220 (2021).
[15] عیدی زاده، منا؛ آذری، احمد؛ بهینه­سازی پارامترهای جذب همزمان کروم (III) و مس (II) از پساب به­وسیله کیتوزان با استفاده از طراحی آزمایش تاگوچی، نشریه شیمی و مهندسی شیمی ایران، )3)36: 115 تا 124 (1396).
[16] Elizalde-Gonzalez M.P., Hernandez-Montoya V., Removal of Acid Orange 7 by Guava Seed Carbon: A Four Parameter Optimization Study, J. Hazard. Mater., 168: 515-522 (2009).
[17] Balavi H., Samadanian-Isfahani S., Mehrabani-Zeinabad M., Edrissi M., Preparation and Optimization of CeO2 Nanoparticles and Its Application in Photocatalytic Degradation of Reactive Orange 16 Dye, Powder Technol., 249: 549-555 (2013).
[18] Bayat Bid koopeh R., Ebrahimi M., Keyvani B., Removal of Acid red 206 Dye in Pollutant Water by ZnFe2O4/Bentonite as a Nanophotocatalyst in Batch Reactor Using Taguachi Method, J. Water and Wastewater, 24: 128-136 (2013).
[19] Edrissi M., Samadanian-Isfahani S., Soleymani M., Preparation of Cobalt Molybdate Nanoparticles; Taguchi Optimization and Photocatalytic Oxidation of Reactive Black 8 Dye, Powder Technol, 249: 378-385 (2013).
[20] Arbabi M., Ahmadi M.A., Sedehi M., Optimization of Removal of COD and Color from Baker’s Yeast Wastewater by  FENTON OXIdation, Iran. J. Health and Environ., 7: 375-384 (2014).
[21] Padervand M., Nasiri F., Hajiahmadi S., Bargahi A., Esmaeili S., Amini M., Nami R.K., Shahsavari Z., Karima S., Ag@Ag2MoO4 Decorated Polyoxomolybdate/C3N4 Nanostructures as Highly Efficient Photocatalysts for the Wastewater Treatment and Cancer Cells Killing Under Visible Light, Inorganic Chem. Communications, 141: 109500 (2022).
[22] Padervand M., Jalilian E., Majdani R., Goshadezehn M., BiOCl/AgCl-BiOI/AgI Quaternary Nanocomposite for the Efficient Photodegradation of Organic Wastewaters and Pathogenic Bacteria Under Visible Light, J. Water Process Eng., 29: 100789 (2019).
[24] Padervand M., Ghasemi S., Hajiahmadi S., Rhimi B., Nejad Z.G., Karima S., Shahsavari Z., Wang C., Multifunctional Ag/AgCl/ZnTiO3 Structures as Highly Efficient Photocatalysts for the Removal of Nitrophenols, CO2 Photoreduction, Biomedical Waste Treatment, and Bacteria Inactivation, Applied Catalysis A: General, 643: 118794 (2022).
[27] Shekari-Moghaddam R., Mohammadi M., Hekmatara S.H., Darehkordi A., Salarizadeh P., Green Synthesis of Silver Nanoparticles by Cinnamon Extract and Evaluation of Their Photocatalytic Properties under Visible Light for Degradation of Methyl Orange Dye, J. Nanomater., 13: 49-58 (2021).
[28] Sreemanti D., Jayeeta D., Asmita S.,  Soumya Sundar B.C., Durba D., Anisur R., Khuda-Bukhsh A.R., Biosynthesized Silver Nanoparticles by Ethanolic Extracts of Phytolacca Decandra, Gelsemium Sempervirens, Hydrastis Canadensis and Thuja Occidentalis Induce Differential Cytotoxicity Through G2/M Arrest in A375 Cells, Coll. Surf. B: Biointerfaces, 101: 325 -336 (2013).
[29] Foster W.T., "Basic Taguchi Design of Experiments", National Association of Industrial Technology Conference, Pittsburgh, PA, (2000).
[30] Pundir R., Chary G.H.V.C., Dastidar M.G., Application of Taguchi Method for Optimizing the Process Parameters for the Removal of Copper and Nickel by Growing Aspergillus sp. Water Res. Ind., 20: 83-92 (2018).      
[31] Atil H., Unver Y., A Different Approach of Experimental Design: Taguchi Method, Pakistan j. Biol. Sci., 3: 1538-1540 (2000).
[32] Ranjit K., "Qualitek-4, Software for Automatic Design and Analysis of TAGUCHI Experiments", Bloomfield Hills, Mich.: Nutek, Inc. Limited-capability working copy downloadable from www. Nutek-us.com/wp-q4w.html (1996).
[33] Hussain I., Singh N.B., Singh A., Singh H., Singh, S.C., Green Synthesis of Nanoparticles and Its Potential Application, Biotechnology lett., 38: 545-560 (2016).
[34] Shahverdi A.R., Minaeian S., Shahverdi H.R., Jamalifar H., Nohi A.A., Rapid Synthesis of Silver Nanoparticles Using Culture Supernatants of Enterobacteria: A Novel Biological Approach, Process Biochem., 42: 919-923 (2007).
[36] Sellmann D., Nakamoto K., "Infrared Spectra of Inorganic and Coordination Compounds", Second Edition, John Wiley & Sons, New York, (1971).
[37] Izadiyan Z., Shameli K., Miyake M., Hara H., Eva Binti Mohamad Sh., Kalantari K., Husnaa Mohd Taib S., Rasouli E., Cytotoxicity Assay of Plant-Mediated Synthesized Iron Oxide Nanoparticles Using Juglans Regia Green Husk Extract, Arab. J. Chem., 13: 2011-2023 (2020).
[38] Seifipour R., Nozari M., Pishkar L., Green Synthesis of Silver Nanoparticles Using Tragopogon Collinus Leaf Extract and Study of Their Antibacterial Effects, J. Inorg. Organometallic Polym. Mater., 30: 2926-2936 (2020).
[39] Jebril S., Khanfir Ben Jenana R., Dridi Ch., Green Synthesis of Silver Nanoparticles Using Melia Azedarach Leaf Extract and Their Antifungal Activities: In Vitro and in Vivo, Mater. Chem. Phys., 248: 122898 (2020).
[40] Goncalves M.S.T., Oliveira-Campos A.M.F., Pinto E.M.M.S., Plasencia P.M.S., Queiroz M.J.R.P., Photochemical Treatment of Solutions of Azo Dyes Containing TiO2, Chemosphere, 39: 781-786 (1999).
[42] Zhang T., Oyama T., Aoshima A., Hidaka H., Zhao J., Serpone N., Photooxidative N-Demethylation of Methylene Blue in Aqueous TiO2 Dispersions under UV Irradiation, J. Photochem. Photobiol. A: Chem., 140: 163–172 (2001).
[43] Ross P.J., "Taguchi Techniques for Quality Engineering", Second Edition, McGraw Hill, New York, (1996).
[44] Ma Y., Nie X., Northwood D.O., Hu H., Systematic Study of the Electrolytic Plasma Oxidation Process on a Mg Alloy for Corrosion Protection, Thin Solid Films, 494: 296-301(2006).
[45] Baouali N.Y., Nibou D., Amokrane S., NaY Zeolite and TiO2 Impregnated NaY Zeolite for the Adsorption and Photocatalytic Degradation of Methylene Blue under Sunlight, Iran. J. Chem. Chem. Eng., 41: 1907-1920 (2022).