Abstract
In this study, a correlation of kinetic parameters was established for the decolorization of a methyl orange (MO) azo dye by Fenton oxidation. The experiments were carried out in a batch reactor at room temperature and the operating conditions were optimized using the 24−1 fractional factorial design. Each of the selected factors, i.e. the initial concentration of the MO dye, the catalyst dosage (Fe2+), the initial concentration of H2O2 and the pH of the solution, were varied on two levels. Regressions equations were constructed by relating the parameters of dye oxidation rate in aqueous phase (the initial rate Vi, the rate constant k and the maximum yield by unit time) to four operating conditions. MO dye decolorization profiles as a function of time were satisfactorily adjusted for the majority of the experiments by second-order kinetics on the Levenberg Marquart algorithm using Minitab 17. The validation of the model equations, carried out by the Analysis of Variance (ANOVA), showed that these equations explain about 98% of the variability of the responses and that these simple linear models should cover 92% of the future responses. It has been shown that there is robust relationship between the dynamic behaviour of this process at the initial time and the maximum yield of decolorization at steady state with dye concentration and hydrogen peroxide.
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Mansour HB, Houas I, Montassar F, Ghedira K, Barillier D, Mosrati R, ChekirGhedira L (2012) Alteration of in vitro and acute in vivo toxicity of textile dyeing wastewater after chemical and biological remediation. Environ Sci Pollut Res 19:2634–2643
Holkar CR, Jadhav AJ, Pinjari DV, Mahamuni NM, Pandit AB (2016) A critical review on textile wastewater treatments: possible approaches. J Environ Manag 182:351–366
Cai H, Liang J, Ning X, Lai X, Li Y (2020) Algal toxicity induced by effluents from textile-dyeing wastewater treatment plants. J Environ Sci 91:199–208
Khouni I, Louhichi G, Ghrabi A (2020) Assessing the performances of an aerobic membrane bioreactor for textile wastewater treatment: influence of dye mass loading rate and biomass concentration. J Process Saf Environ 135:364–382
Almeida C, de Souza M, Freitas T, Ambrósio E, Geraldino H, Garcia J (2017) Vegetable residue of Chayote (Sechium edule SW.) as a natural coagulant for treatment of textile wastewater. Int J Energ Water Resour 1:37–46
Neamtu M, Siminiceanu I, Yadiler A, Kettrup A (2002) kinetic of decolorization and mineralization of reactive azo dyes in aqueous solution by the UV/H2O2 oxidation. J Dyes Pigm 53:93–99
Haque Y, Jun JW, Jhung SH (2011) Adsorption removal of methyl orange and methylene blue from aqueous solution with a metal-organic framework material, iron terephthalate (MOF-235). J Hazard Mater 185:507–511
Khiary M, Zakaria W (2014) Effect of metal-doping of TiO2 nanoparticles on their photocatalytic activities toward removal of organic dyes. Egypt J Pet 23:419–426
Deligeer W, Gao YW, Asuha Y (2001) Adsorption of methyl orange on mesoporous γ-Fe2O3/SiO2 nanocomposites. Appl Sur Sci 257:3524–3528
Yu F, Cao I, Huang J, Wu J (2013) Effect of pH on the microstructures and optical property of feWO4 nanocrystallites prepared via hydrothermal method. Ceram Int 39:4133–4138
Audino F, Santamaria JMT, Mendoza LJDV, Graells M, Pérez-Moya M, Santamaria JT, Mendoza LDV (2019) Removal of paracetamol using effective advanced oxidation processes. Int J Environ Res Public Heal 16:505–521
Pignatello JJ, Oliveros E, Mackay A (2006) Advanced oxidation processes for organic contaminant destruction based on the Fenton reaction and related chemistry. Crit Rev Environ Sci Technol 36:1–84
Frontistis Z (2018) Degradation of the nonsteroidal anti-inflammatory drug piroxicam by iron activated persulfate: the role of water matrix and ultrasound synergy. Int J Environ Res Public Heal 15:2600–2616
Mariselvam R, Ranjitsingh AJA, Thamaraiselvi C, Ignacimuthu SJS (2019) Degradation of azo dye using plants based silver nanoparticles through ultraviolet radiation. J King Saud Univ Sci 31:1363–1365
Muniyasamy A, Sivaporul G, Gopinath A, Lakshmanan R, Altaee A, Achary A, Velayudhaperumal Chellam P (2020) Process development for the degradation of textile azo dyes (mono-, di, poly-) by advanced oxidation process-ozonation: experimental & partial derivative modelling approach. J Environ Manage 265:110397
Navarro P, Gabadόn JA, Gόmez-Lόpez VM (2017) Degradation of an azo dye by a fast and innovative pulsed light/H2O2 advanced oxidation process. Dyes Pigm 136:887–892
Jawad AH, Mubarak NSA, Ishak MAM, Ismail K, Nawawi WI (2016) Kinetics of photocatalytic decolourization of cationic dye using porous TiO2 film. J Taibah Univ Sci 10:352–362
Kumar MRA, Abebe B, Nagaswarupa HP, Murthy HCA, Ravikumar CR, Sabir FK (2020) Enhanced photocatalytic and electrochemical performance of TiO2-Fe2O3 nanocomposite: Its applications in dye decolorization and as supercapacitors. Sci Rep 10:1249
Farinelli G, Minella M, Pazzi M, Giannakis S, Pulgarin C, Vione D, Tiraferri A (2020) Natural iron ligands promote a metal-based oxidation mechanism for the fenton reaction in water environments. J Hazard Mater 393:122413
Khankhasaeva ST, Dashinamzhilova ET, Dambueva DV (2017) Oxidative degradation of sulfanilamide catalyzed by Fe/Cu/Al-pillared clays. Appl Clay Sci 146:92–99
Sriprom P, Krobthong W, Assawasaengrat P (2020) Investigation of important parameters for photo-Fenton degradation of methyl orange over Fe/TiO2 catalyst. Energy Rep 6:731–736
Banić N, Abramović B, Krstić J, Šojić D, Lončarević D, Cherkezova-Zheleva Z, Guzsvány V (2011) Photodegradation of thiacloprid using Fe/TiO2 as a heterogeneous photo-Fenton catalyst. J Appl Catal B Environ 107:363–371
Aplin R, Waite TD (2000) Comparison of three advanced oxidation processes for degradation of textile dyes. J Water Sci Technol 42:345–354
Shi X, Tian A, You J, Yang H, Wang Y, Xue X (2018) Degradation of organic dyes by a new heterogeneous Fenton reagent—Fe2GeS4 nanoparticle. J Hazard Mater 353:182–189
Hou MF, Liao L, Zhang WD, Tang XY, Wan HF, Yin GC (2011) Degradation of rhodamine B by Fe(0)-based Fenton process with H2O2. Chemosphere 83:1279–1283
Gomathi Devi L, Eraiah Rajashekhar K, Anantha Raju KS, Girish Kumar S (2011) Influence of various aromatic derivatives on the advanced photo Fenton degradation of Amaranth dye. Desalination 270:31–39
Rubeena KK, Hari Prasad Reddy P, Laiju AR, Nidheesh PV (2018) Iron impregnated biochars as heterogeneous Fenton catalyst for the degradation of acid red 1 dye. J Environ Manage 226:320–328
Trovó AG, Hassan AK, Sillanpää M, Tang WZ (2016) Degradation of acid blue 161 by fenton and photo-fenton processes. Int J Environ Sci Technol 13:147–158
Maouche NH, Bacha SB, Hammache FO (2009) Design of experiments for the modeling of the phenol adsorption process. J Chem Eng Data 54:2874–2880
Rashidi M, Sajjadi SM, Mousavi HZ (2019) Kinetic analysis of azo dye decolorization during their acid-base equilibria: photocatalytic degradation of tartrazine and sunset yellow. React Kinet Mech Cat 128:555–570
Catalkaya EC, Kargi F (2007) Effects of operating parameters on advanced oxidation of diuron by the Fenton’s reagent: A statistical design approach. Chemosphere 69:485–492
Lagergren S (1898) Zur Theorie Der Sogenannten Adsorption Geloster Stoffe. Kungliga Svenska Vetenskapsakademiens J Handlingar 24:1–39
Ho YS, McKay G (1998) Sorption of dye from aqueous solution by peat. J Chem Eng 70:115–124
Secula MS, Cretescu I, Cagnon B, Manea LR, Stan CS, Breaban IG (2013) Fractional factorial design study on the performance of gac-enhanced electrocoagulation process involved in color removal from dye solutions. J Mater 6:2723–2746
Klaus H, Oscar K (2005) Design and analysis of experiments, volume 2: advanced experimental design. Wiley, New York
Amini M, Younesi H, Bahramifar N (2009) Biosorption of nickel (II) from aqueous solution by aspergillus niger: response surface methodology and isotherm study. Chemosphere 75:1483–1491
Can MY, Kaya Y, Algur OF (2006) Response surface optimization of the removal of nickel from aqueous solution by cone biomass of pinus sylvestris. J Bioresour Technol 97:1761–1765
Govindan K, Chandran HT, Raja M, Maheswari SU, Rangarajan M (2017) Electron scavenger-assisted photocatalytic degradation of amido black 10B dye with Mn3O4 nanotubes: a response surface methodology study with central composite design. J Photochem Photobiol A Chem 341:146–156
Secula MS, Cretescu I, Cagnon B, Manea LR, Stan CS, Breaban IG (2013) Fractional Factorial Design Study On The Performance Of GAC-enhanced electrocoagulation process involved in color removal from dye solutions. J Mater 6:2723–2746
Schwaab M, Pinto JC (2007) Optimum reference temperature for reparameterization of the arrhenius equation: Part 1: problems involving one kinetic constant. J Eng Sci 62:2750–2764
Belloa MM, Ramana AAA, Asghar A (2019) A review on approaches for addressing the limitations of Fenton oxidation for recalcitrant wastewater treatment. J Process Saf Environ 126:119–140
Habib Md, Ismail I, Mahmood AJ, Ullah Md (2012) Decolorization And Mineralization Of Brilliant Golden Yellow (BGY) by fenton and photo-fenton processes. Afr J Pure Appl Chem 6:153–158
Neamtua M, Yediler A, Siminiceanu I, Kettrup A (2003) oxidation of commercial reactive azo dye aqueous solutions by the photo-fenton and fenton-like processes. J Photo Chem Photobiol A: Chem 161:87–93
Hashemian S, Tabatabbaee M, Gafari M (2013) Fenton oxidation of methyl violet in aqueous solution. J Chem 2013:509097–509103
Zhaoa Y, Kanga S, Qinb L, Wanga W, Zhanga T, Songa S, Komarnenic S (2020) Self-assembled gels of Fe chitosan/montmorillonite nanosheets: dye degradation by the synergistic effect of adsorption and photo-Fenton reaction. J Chem Eng 379:122322–122331
Zhang Y, Zhou M (2019) A critical review of the application of chelating agents to enable fenton and fenton-like reactions at high pH values. J Hazard Mater 362:436–450
Bautista P, Mohedano AF, Casas JA, Zazo JA, Rodriguez JJ (2008) An overview of the application of fenton oxidation to industrial wastewaters treatment. J Chem Technol Biotechnol 83:1323–1338
Khataee A, Gohari S, Mehrangiz F (2016) Modification of magnetite ore as heterogeneous nanocatalyst for degradation of three textile dyes: simultaneous determination using MCR-ALS, process optimization and intermediate identification. J Taiwan Inst Chem Eng 65:172–184
Carta R, Desogus F (2013) The enhancing effect of low power microwaves on phenol oxidation by the fenton process. J Environ Chem Eng 1:1292–1300
Chen A, Ma X, Sun H (2008) Decolorization of KN-R catalyzed by Fe-containing Y and ZSM-5 zeolites. J Hazard Mater 156:568–575
Ertugay N, Acar FN (2017) Removal of COD And Color From Direct Blue 71 azo dye wastewater by fenton’s oxidation: kinetic study. Arab J Chem 10:1158–1163
Ahmadi M, Ramavandi B, Sahebi S (2014) Efficient degradation of a biorecalcitrant pollutant from wastewater using a fluidized catalyst-bed reactor. J Chem Eng 202:1118–1129
Najjar W, Azabou S, Sayadi S, Ghorbel A (2007) Catalytic wet peroxide photo-oxidation of phenolic olive oil mill wastewater contaminants part i. reactivity of tyrosol over (Al–Fe)PILC. J Appl Catal B: Environ 74:11–18
Talebi S, Chaibakhsh N, Moradi-Shoeili Z (2017) Application of nanoscale Zns/TiO2 composite for optimized photocatalytic decolorization of a textile dye. J Appl Res Technol 15:378–385
Behrouzeh M, Abbasi M, Osfouri S, Dianat MJ (2020) Treatment of DMSO and DMAC wastewaters of various industries by employing Fenton process: process performance and kinetics study. J Environ Chem Eng 8:103597
Dean A, Voss D (1999) Design and analysis of experiments. Springer, New York
Samakchi S, Chaibakhsh N, Moradi-Shoeili Z (2018) Synthesis of MoS2/MnFe2O4 nanocomposite with highly efficient catalytic performance in visible light photo-Fenton-like process. J Photochem Photobiol A: Chem 367:420–428
Amini M, Younesi H, Bahramifar N (2009) Biosorption Of Nickel (II) from aqueous solution by Aspergillus niger: response surface methodology and isotherm study. J Chemosphere 75:1483–1491
Mohammad AT, Abdulhameed AS, Jawad AH (2019) Box-Behnken design to optimize the synthesis of new crosslinked chitosan-glyoxal/TiO2 nanocomposite: methyl orange adsorption and mechanism studies. Int J Biol Macromol 126:98–109
Shahri FB, Niazi A (2015) Synthesis of modified maghemite nanoparticles and its application for removal of acridine orange from aqueous solutions by using Box-Behnken design. J Magn Magn Mater 396:318–326
El Maguana Y, Elhadiri N, Bouchdoug M, Benchanaa M (2018) Study of the influence of some factors on the preparation of activated carbon from walnut cake using the fractional factorial design. J Environ Chem Eng 6:1093–1099
Elhalil A, Tounsadi H, Elmoubarki R, Mahjoubi FZ, Farnane M, Sadiq M, Abdennouri M, Qourzal S, Barka N (2016) Factorial experimental design for the optimization of catalytic degradation of malachite green dye in aqueous solution by Fenton process. J Water Resour Ind 15:41–48
Yang C, Wang D, Qian T (2014) The Synthesis of NdFeB magnetic activated carbon and its application in degradation of azo dye methyl orange by Fenton-like process. J Taiwan Inst Chem E 45:2584–2589
Chang MW, Chern JM (2010) Decolorization of peach red azo dye, HF6 by fenton reaction: initial rate analysis. J Taiwan Inst Chem E 41:221–228
Mossmann A, Dotto GL, Hotza D, Jahn SL, Foletto EL (2019) Preparation of polyethylene-supported zero-valent iron buoyant catalyst and its performance for Ponceau 4R decolorization by photo–Fenton process. J Environ Chem Eng 7:102963–102970
Devi LG, Kumar SG, Reddy KM, Munikrishnappa C (2009) 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 164:459–467
Abdelhaleem A, Chu W (2019) Prediction of carbofuran degradation based on the hydroxyl radical’s generation using the Feiii impregnated N doped-TiO2/H2O2/visible LED photo-Fenton-like process. J Chem Eng 382:122930–122939
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Beldjoudi, S., Kouachi, K., Bourouina-Bacha, S. et al. Kinetic study of methyl orange decolorization by the Fenton process based on fractional factorial design. Reac Kinet Mech Cat 130, 1123–1140 (2020). https://doi.org/10.1007/s11144-020-01803-x
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DOI: https://doi.org/10.1007/s11144-020-01803-x