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Effect of Fenton process on treatment of simulated textile wastewater: optimization using response surface methodology

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Abstract

A large portion of water is consumed during various textile operations thereby discharging wastewaters with pollutants of huge environmental concern. The treatment of such wastewaters has promising impact in the field of environmental engineering. In this work, Fenton oxidation treatment was engaged to treat simulated textile wastewater. Box–Behnken design and response surface methodology were employed to optimize the efficiency of Fenton process. Iron dose, peroxide dose and pH were considered as input variables while the responses were taken as chemical oxygen demand and color removal. A total of 17 experiments were conducted and analyzed using second-order quadratic model. The quadratic models generated for chemical oxygen demand and color removal efficiencies were validated using analysis of variances, and it was found that the experimental data fitted the second-order model quite effectively. Analysis of variances demonstrated high values of coefficient of determination (R 2) for chemical oxygen demand and color removal efficiencies with values of 0.9904 and 0.9963 showing high conformation of predicted values to the experimental ones. Perturbation plots suggested that the iron dosage produced the maximum effect on both chemical oxygen demand and color removal efficiencies. The optimum parameters were determined as Fe2+ dose—550 mg/L, H2O2 dose—5538 mg/L, pH—3.3 with corresponding chemical oxygen demand and color removal efficiencies of 73.86 and 81.35%. Fenton process was found efficient in treatment of simulated textile wastewater, and optimization using response surface methodology was found satisfactory as well as relevant. From the present study, it can also be concluded that if this method is used as pretreatment integrated with biological treatment, it can lead to eco-friendly solution for treatment of textile wastewaters.

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References

  • Alim M, Lee J, Akoh C, Choi M, Jeon M, Shin J, Lee K (2008) Enzymatic transesterification of fractionated rice bran oil with conjugated linoleic acid: optimization by response surface methodology. LWT Food Sci Technol 41:764–770

    Article  CAS  Google Scholar 

  • Alinsafi A, Evenou F, Abdulkarim EM, Pons MN, Zahraa O, Benhammou A, Nejmeddine A (2007) Treatment of textile industry wastewater by supported photocatalysis. Dyes Pigm 74(2):439–445

    Article  CAS  Google Scholar 

  • Anderson M, Whitcomb P (2007) DOE simplified: practical tools for effective experimentation, 2nd edn. Productive Press, New York

    Google Scholar 

  • Arslan-Alaton I, Tureli G, Olmez-Hanci T (2009) Treatment of azo dye production wastewaters using Photo-Fenton-like advanced oxidation processes: optimization by response surface methodology. J PhotoChem PhotoBiol A Chem 202:142–153

    Article  CAS  Google Scholar 

  • Azami M, Bahram M, Nouri S, Naseri A (2012) A central composite design for the optimization of the removal of the azo dye, methyl orange, from wastewater using the Fenton reaction. J Serb Chem Soc 77:235–246

    Article  CAS  Google Scholar 

  • Babuponnusami A, Muthukumar K (2014) A review on Fenton and improvements to the Fenton process for wastewater treatment. J Envrion Chem Eng 2:557–572

    Article  CAS  Google Scholar 

  • Bahmani P, Maleki A, Ghahramani E, Rashidi A (2013) Decolorization of the dye reactive black 5 using Fenton oxidation. Afr J Biotechnol 12(26):4115–4122

    CAS  Google Scholar 

  • Baş D, Boyaci İ (2007) Modelling and optimization I: usability of response surface methodology. J Food Eng 78:836–845

    Article  Google Scholar 

  • Bianco B, Michelis I, Vegliǒ F (2011) Fenton treatment of complex industrial wastewater: optimization of process conditions by response surface method. J Hazard Mater 186:1733–1738

    Article  CAS  Google Scholar 

  • Blanco J, Torrades F, Varga D, García-Montaño J (2012) Fenton and biological-fenton coupled processes for textile wastewater treatment and reuse. Desalination 286:394–399

    Article  CAS  Google Scholar 

  • Carlson R, Carlson J (2005) Design and optimization in organic synthesis. Elsevier, Amsterdam

    Google Scholar 

  • Chung K, Fulk G, Egan M (1978) Reduction of azo dyes by intestinal anaerobes. Appl Environ Microbiol 35:558–562

    CAS  Google Scholar 

  • Clarke E, Anliker R (1980) Organic dyes and pigments. Handbook of environmental chemistry. Part A: anthropogenic compounds. Springer, New York, pp 181–215

    Google Scholar 

  • Cristovao R, Tavares A, Brigida A, Loureiro J, Boaventura R, Macedo E, Coelho M (2011) Immobilization of commercial laccase onto green coconut fiber by adsorption and its application for reactive textile dyes degradation. J Mol Catal B Enzym 72:6–12

    Article  CAS  Google Scholar 

  • Dos Santos A, Cervantes F, van Lier J (2007) Review paper on current technologies for decolourisation of textile wastewaters: perspectives for anaerobic biotechnology. Bioresour Technol 98:2369–2385

    Article  Google Scholar 

  • Emami F, Tehrani-Bagha A, Gharanjig K, Menger F (2010) Kinetic study of the factors controlling Fenton-promoted destruction of a non-biodegradable dye. Desalination 257:124–128

    Article  CAS  Google Scholar 

  • Fathinia M, Khataee A, Zarei M, Aber S (2010) Comparative photocatalytic degradation of two dyes on immobilized TiO2 nanoparticles: effect of dye molecular structure and response surface approach. J Mol Catal A Chem 333:73–84

    Article  CAS  Google Scholar 

  • Garca-Montano J, Torrades F, Garca-Hortal J, Domenech X, Peral J (2006) Degradation of Procion Red H-E7B reactive dye by coupling a photo-Fenton system with a sequencing batch reactor. J Hazard Mater 134:220–229

    Article  Google Scholar 

  • GilPavas E, Dobroz- Gǒmez I, Gǒmez- Garcĭa M (2012) Decolorization and mineralization of Diarylide Yellow 12 (PY12) by photo-Fenton process: the response surface methodology as the optimization tool. Water Sci Technol 65:1795–1800

    Article  CAS  Google Scholar 

  • Hsueh C, Huang Y, Wang C, Chen S (2005) Degradation of azo dyes using low iron concentration of Fenton and Fenton-like system. Chemosphere 58(10):1409–1414

    Article  CAS  Google Scholar 

  • Isik M, Sponza D (2008) Anaerobic/aerobic treatment of a simulated textile wastewater. Sep Curif Technol 60:64–72

    Article  CAS  Google Scholar 

  • Kavitha V, Palanivelu K (2005) Destruction of cresols by Fenton oxidation process. Water Res 39:3062–3072

    Article  CAS  Google Scholar 

  • Khataee A, Safarpour M, Naseri A, Zarei M (2012) Photoelectro-Fenton/nanophotocatalysis decolorization of three textile dyes mixture: response surface modeling and multivariate calibration procedure for simultaneous determination. Electroanal Chem 672:53–62

    Article  CAS  Google Scholar 

  • Kwon B, Lee D, Kang N, Yoon J (1999) Characteristics of p-chrolophenol oxidation by Fentons reagent. Water Res 33:2110–2118

    Article  Google Scholar 

  • Lodha B, Chaudhari S (2007) Optimization of Fenton-biological treatment scheme for the treatment of aqueous dye solutions. J Hazard Mater 148:459–466

    Article  CAS  Google Scholar 

  • Lucas M, Peres J (2006) Decolorization of the Azo dye reactive black 5 by Fenton and Photo-Fenton oxidation. Dyes Pigm 71:236–244

    Article  CAS  Google Scholar 

  • Mansoorian HJ, Bazrafshan E, Yari A, Alizadeh M (2014) Removal of Azo dyes from aqueous solution using Fenton and modified Fenton processes. Health Scope 3(2):e15507

    Google Scholar 

  • Mason R, Gunst R, Hess J (2003) Statistical design and analysis of experiments. Eighth applications to engineering and science, 2nd edn. Wiley, New York

    Book  Google Scholar 

  • Meric S, Kaptan D, Olmez T (2004) Color and COD removal from wastewater containing reactive black 5 using Fenton oxidation process. Chemosphere 54:435–441

    Article  CAS  Google Scholar 

  • Moghaddam SS, Moghaddam M, Arami M (2010) Coagulation/flocculation process for dye removal using sludge from water treatment plant: optimization through response surface methodology. J Hazard Mater 175:651–657

    Article  Google Scholar 

  • Montogomery D (2010) Design and analysis of experimenters, 7th edn. Wiley India Pvt Ltd, New Delhi

    Google Scholar 

  • Myers R, Montgomery D (2002) Response surface methodology: process and product optimization using designed experiments, 2nd edn. Wiley, New York

    Google Scholar 

  • Nair A, Makwana A, Ahammed M (2014) The use of response surface methodology for modelling and analysis of water and wastewater treatment processes: a review. Water Sci Technol 69(3):464–478

    Article  CAS  Google Scholar 

  • Nawaz MS, Ahsan M (2014) Comparison of physico-chemical, advanced oxidation and biological techniques for the textile wastewater treatment. Alex Eng J 53(3):717–722

    Article  Google Scholar 

  • Nidheesh P, Gandhimathi R, Ramesh S (2013) Degradation of dyes from aqueous solution by Fenton processes: a review. Environ Sci Pollut R 20:2099–2132

    Article  CAS  Google Scholar 

  • Puvaneswari N, Muthukrishnan J, Gunasekaran P (2006) Toxicity assessment and microbial degradation of azo dyes. Indian J Exp Biol 44:618–626

    CAS  Google Scholar 

  • Rodrigues C, Madeira L, Boaventura R (2009) Treatment of textile effluent by chemical (Fenton’s reagent) and biological (sequencing batch reactor) oxidation. J Hazard Mater 172:1551–1559

    Article  CAS  Google Scholar 

  • Rosales E, Sanromàn M, Pazos M (2012) Application of central composite face-centered design and response surface methodology for the optimization of electro-Fenton decolorization of Azure B dye. Environ Sci Pollut Res 19:1738–1746

    Article  CAS  Google Scholar 

  • Sakkas V, Islam M, Stalikas C, Albanis T (2010) Photocatalytic degradation using design of experiments: a review and example of the Congo red degradation. J Hazard Mater 175:33–44

    Article  CAS  Google Scholar 

  • Saldańa-Robles A, Guerra-Sànchez R, Maldonado-Rubio M, Peralta-Hernàndez J (2014) Optimization of the operating parameters using RSM for the Fenton oxidation process and adsorption on vegetal carbon of MO solutions. J Ind Eng Chem 20:848–857

    Article  Google Scholar 

  • Sarabia L, Ortiz M (2009) Response surface methodology. In: Brown SD, Tauler R, Walczak B (eds) Comprehensive chemometrics: chemical and biochemical data analysis, vol 1. Elsevier, Amsterdam, pp 345–390

    Chapter  Google Scholar 

  • Sevimli MF, Sarikaya HZ (2002) Ozone treatment of textile effluents and dyes: effect of applied ozone dose, pH and dye concentration. J Chem Technol Biotechnol 77(7):842–850

    Article  CAS  Google Scholar 

  • Sun J, Sun S, Sun R, Qiao L, Guo H, Fan M (2007) Degradation of azo dye Acid Black 1 using low concentration iron of Fenton process facilitated by ultrasonic irradiation. J Ult Sonochem 14:761–766

    Article  CAS  Google Scholar 

  • Tunay O, Kabdasli I, Eremetkar G, Orhon D (1996) Color removal from textile wastewaters. Water Sci Technol 34(11):9–16

    Article  CAS  Google Scholar 

  • Ugyur A, Kök E (1999) Decolorization treatments of azo dyes wastewaters including dichlorotriazinyl reactive groups by using advanced oxidation method. J Soc Dye Colour 115:350–354

    Google Scholar 

  • Wang C, Chou W, Chung M, Kuo Y (2010) COD removal from real dyeing wastewater by electro-Fenton technology using an activated carbon fiber cathode. Desalination 253(1–3):129–134

    Article  CAS  Google Scholar 

  • Welham A (2000) The theory of dyeing (and the secret of life). J Soc Dye Colour 116:140–143

    CAS  Google Scholar 

  • Xu H, Qi S, Li Y, Zhao Y, Li J (2013) Heterogenous Fenton-like discoloration of Rhodamine B using natural schorl as catalyst: optimization by response surface methodology. Environ Sci Pollut Res 20:5764–5772

    Article  CAS  Google Scholar 

  • Yadav A, Mukherji S, Garg A (2013) Removal of chemical oxygen demand and color from simulated textile wastewater using a combination of chemical/physicochemical processes. Ind Eng Chem Res 52(30):10063–10071

    Article  CAS  Google Scholar 

  • Zhang H, Choi H, Huang C (2005) Optimization of Fenton process for the treatment of landfill leachate. J Hazard Mater 125(1–3):166–174

    Article  CAS  Google Scholar 

  • Zhou M, Yu Q, Lei L, Barton G (2007) Electro-Fenton method for the removal of methyl red in an efficient electrochemical system. Sep Purif Technol 57(2):380–387

    Article  CAS  Google Scholar 

  • Zhu X, Tian J, Liu R, Chen L (2011) Optimization of Fenton and electro-Fenton oxidation of biologically treated coking wastewater using response surface methodology. Sep Purif Technol 81:444–450

    Article  CAS  Google Scholar 

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Acknowledgements

First of all, I would like to thank God, without his blessings my work would not have been completed. I am immensely grateful and thankful to my guide. He not only provided great support for my work, but was also a constant source of inspiration and encouragement. He arranged all the possible support when I was in need of it. I heartily thank him for his guidance throughout my work.

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Correspondence to S. Kapoor.

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Editorial responsibility: M. Abbaspour.

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Sharma, S., Kapoor, S. & Christian, R.A. Effect of Fenton process on treatment of simulated textile wastewater: optimization using response surface methodology. Int. J. Environ. Sci. Technol. 14, 1665–1678 (2017). https://doi.org/10.1007/s13762-017-1253-y

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