Synthesis of magnetic γ-Fe2O3-based nanomaterial for ultrasonic assisted dyes adsorption: Modeling and optimization.

γ-Fe2O3 nanoparticles were synthesized and loaded on activated carbon. The prepared nanomaterial was characterized by field emission scanning electron microscopy (FE-SEM), energy-dispersive X-ray spectroscopy (EDX), Fourier transforms infrared spectroscopy (FT-IR) and X-ray diffraction (XRD). The γ-Fe2O3 nanoparticle-loaded activated carbon (γ-Fe2O3-NPs-AC) was used as novel adsorbent for the ultrasonic-assisted removal of methylene blue (MB) and malachite green (MG). Response surface methodology and artificial neural network were applied to model and optimize the adsorption of the MB and MG in their individual and binary solutions followed by the investigation on adsorption isotherm and kinetics. The individual effects of parameters such as pH, mass of adsorbent, ultrasonication time as well as MB and MG concentrations in addition to the effects of their possible interactions on the adsorption process were investigated. The numerical optimization revealed that the optimum adsorption (>99.5% for each dye) is obtained at 0.02g, 15mgL(-1), 4min and 7.0 corresponding to the adsorbent mass, each dye concentration, sonication time and pH, respectively. The Freundlich, Langmuir, Temkin and Dubinin-Radushkevich isotherms were studied. The Langmuir was found to be most applicable isotherm which predicted maximum monolayer adsorption capacities of 195.55 and 207.04mgg(-1) for the adsorption of MB and MG, respectively. The pseudo-second order model was found to be applicable for the adsorption kinetics. Blank experiments (without any adsorbent) were run to investigate the possible degradation of the dyes studied in presence of ultrasonication. No dyes degradation was observed.

[1]  Anna Witek-Krowiak,et al.  Application of response surface methodology and artificial neural network methods in modelling and optimization of biosorption process. , 2014, Bioresource technology.

[2]  Alireza Goudarzi,et al.  Modeling of quaternary dyes adsorption onto ZnO–NR–AC artificial neural network: Analysis by derivative spectrophotometry , 2016 .

[3]  Hamed Daemi,et al.  Fast removal of malachite green dye using novel superparamagnetic sodium alginate-coated Fe3O4 nanoparticles. , 2014, International journal of biological macromolecules.

[4]  Amanat Ali Bhatti,et al.  Application of artificial neural network for the prediction of biosorption capacity of immobilized Bacillus subtilis for the removal of cadmium ions from aqueous solution , 2014 .

[5]  Jingfeng Gao,et al.  Competitive biosorption of Yellow 2G and Reactive Brilliant Red K-2G onto inactive aerobic granules: simultaneous determination of two dyes by first-order derivative spectrophotometry and isotherm studies. , 2010, Bioresource technology.

[6]  Vinod K. Gupta,et al.  Modeling of competitive ultrasonic assisted removal of the dyes – Methylene blue and Safranin-O using Fe3O4 nanoparticles , 2015 .

[7]  M. Ranjbar,et al.  One-step synthesis of maghemite (γ-Fe2O3) nano-particles by wet chemical method , 2010 .

[8]  J. Maran,et al.  Artificial neural network and response surface methodology modeling in mass transfer parameters predictions during osmotic dehydration of Carica papaya L. , 2013 .

[9]  Gordon McKay,et al.  Kinetic models for the sorption of dye from aqueous solution by wood , 1998 .

[10]  M. Dubinin,et al.  The Equation of the Characteristic Curve of Activated Charcoal , 1947 .

[11]  A. Singh,et al.  Characterization of γ- and α-Fe 2 O 3 nano powders synthesized by emulsion precipitation-calcination route and rheological behaviour of α-Fe 2 O 3 , 2011 .

[12]  P. Saravanan,et al.  Structural and magnetic properties of γ-Fe2O3 nanostructured compacts processed by spark plasma sintering , 2013 .

[13]  H. Ang,et al.  Dye and its removal from aqueous solution by adsorption: a review. , 2014, Advances in colloid and interface science.

[14]  M. Ghaedi,et al.  Optimization of the ultrasonic assisted removal of methylene blue by gold nanoparticles loaded on activated carbon using experimental design methodology. , 2014, Ultrasonics sonochemistry.

[15]  Joan Llorens,et al.  Experimental and modeling study of the adsorption of single and binary dye solutions with an ion-exchange membrane adsorber , 2011 .

[16]  K. Prasad,et al.  Efficient sorption and photocatalytic degradation of malachite green dye onto NiS nanoparticles prepared using novel green approach , 2015, Korean Journal of Chemical Engineering.

[17]  Maryam Bagtash,et al.  Simultaneous removal of binary mixture of Brilliant Green and Crystal Violet using derivative spectrophotometric determination, multivariate optimization and adsorption characterization of dyes on surfactant modified nano-γ-alumina. , 2015, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[18]  Dongya Yang,et al.  Preparation of graphite oxide/polyurethane foam material and its removal application of malachite green from aqueous solution , 2014 .

[19]  T. N. Singh,et al.  A Neuro-Genetic approach for prediction of compressional wave velocity of rock and its sensitivity analysis , 2009 .

[20]  M. Ahmed,et al.  TiO2 Nanoparticles for Removal of Malachite Green Dye from Waste Water , 2015 .

[21]  Hong-Ying Hu,et al.  Graphene oxide caged in cellulose microbeads for removal of malachite green dye from aqueous solution. , 2015, Journal of colloid and interface science.

[22]  Fu Yun Li,et al.  Treatment of highly concentrated wastewater containing multiple synthetic dyes by a combined process of coagulation/flocculation and nanofiltration , 2014 .

[23]  N. Ren,et al.  Ultrasonic-assisted ozone oxidation process of triphenylmethane dye degradation: evidence for the promotion effects of ultrasonic on malachite green decolorization and degradation mechanism. , 2013, Bioresource technology.

[24]  Alireza Goudarzi,et al.  Optimization of the process parameters for the adsorption of ternary dyes by Ni doped FeO(OH)-NWs–AC using response surface methodology and an artificial neural network , 2016 .

[25]  Ali Daneshfar,et al.  Comparison of silver and palladium nanoparticles loaded on activated carbon for efficient removal of Methylene blue: Kinetic and isotherm study of removal process , 2012 .

[26]  M. Soylak,et al.  Separation and Preconcentration of Sudan Blue II Using Membrane Filtration and UV-Visible Spectrophotometric Determination in River Water and Industrial Wastewater Samples. , 2015, Journal of AOAC International.

[27]  Irving Langmuir THE CONSTITUTION AND FUNDAMENTAL PROPERTIES OF SOLIDS AND LIQUIDS. PART I. SOLIDS. , 1916 .

[28]  M. Ghaedi,et al.  Synthesis of nickel sulfide nanoparticles loaded on activated carbon as a novel adsorbent for the competitive removal of Methylene blue and Safranin-O. , 2014, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[29]  Alireza Goudarzi,et al.  Ternary dye adsorption onto MnO2 nanoparticle-loaded activated carbon: derivative spectrophotometry and modeling , 2015 .

[30]  Fenglin Liu,et al.  Effective ultrasound electrochemical degradation of methylene blue wastewater using a nanocoated electrode. , 2014, Ultrasonics sonochemistry.

[31]  Mohammad Hossein Habibi,et al.  Least square-support vector (LS-SVM) method for modeling of methylene blue dye adsorption using copper oxide loaded on activated carbon: Kinetic and isotherm study , 2014 .

[32]  Wei Zhang,et al.  Magnetized bentonite by Fe3O4 nanoparticles treated as adsorbent for methylene blue removal from aqueous solution: Synthesis, characterization, mechanism, kinetics and regeneration , 2015 .

[33]  Alireza Goudarzi,et al.  Response surface methodology approach for optimization of simultaneous dye and metal ion ultrasound-assisted adsorption onto Mn doped Fe3O4-NPs loaded on AC: kinetic and isothermal studies. , 2015, Dalton transactions.

[34]  S. Hajati,et al.  Noise reduction procedures applied to XPS imaging of depth distribution of atoms on the nanoscale , 2008 .

[35]  B. Noroozi,et al.  Adsorption of binary mixtures of cationic dyes , 2008 .

[36]  M. Ghaedi,et al.  Experimental design for simultaneous analysis of malachite green and methylene blue; derivative spectrophotometry and principal component-artificial neural network , 2015 .

[37]  Sven Tougaard,et al.  Three-Dimensional X-Ray Photoelectron Tomography on the Nanoscale: Limits of Data Processing by Principal Component Analysis , 2013, Microscopy and Microanalysis.

[38]  Lin Yue,et al.  Application of response surface methodology to the decolorization by the electrochemical process using FePMo12O40 catalyst , 2015 .

[39]  M. Ghaedi,et al.  Optimization of the combined ultrasonic assisted/adsorption method for the removal of malachite green by gold nanoparticles loaded on activated carbon: experimental design. , 2014, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[40]  Pichiah Saravanan,et al.  Optimization of operating parameters using response surface methodology for adsorption of crystal violet by activated carbon prepared from mango kernel , 2012 .

[41]  M. Ghaedi,et al.  Rapid adsorption of ternary dye pollutants onto copper (I) oxide nanoparticle loaded on activated carbon: Experimental optimization via response surface methodology , 2016 .

[42]  Zhihua Wang,et al.  Multifunctional sandwich-like mesoporous silica–Fe3O4–graphene oxide nanocomposites for removal of methylene blue from water , 2015 .

[43]  J. Evans,et al.  The effect of quartz, administered by intratracheal instillation, on the rat lung. I. The cellular response. , 1980, Environmental research.

[44]  M. Ghaedi,et al.  Tin oxide nanoparticle loaded on activated carbon as new adsorbent for efficient removal of malachite green-oxalate: Non-linear kinetics and isotherm study , 2014 .

[45]  Y. Seki,et al.  Using of activated carbon produced from spent tea leaves for the removal of malachite green from aqueous solution , 2013 .

[46]  M. Ghaedi,et al.  Rapid removal of Auramine-O and Methylene blue by ZnS:Cu nanoparticles loaded on activated carbon: A response surface methodology approach , 2015 .

[47]  Wei Zhang,et al.  Adsorption of methylene blue from aqueous solution by graphene. , 2012, Colloids and surfaces. B, Biointerfaces.

[48]  Ahmad B. Albadarin,et al.  Mechanisms of Alizarin Red S and Methylene blue biosorption onto olive stone by-product: Isotherm study in single and binary systems. , 2015, Journal of environmental management.

[49]  G. Zeng,et al.  Adsorption of methylene blue onto humic acid-coated Fe3O4 nanoparticles , 2013 .

[50]  K. Yetilmezsoy,et al.  Artificial neural network (ANN) approach for modeling of Pb(II) adsorption from aqueous solution by Antep pistachio (Pistacia Vera L.) shells. , 2008, Journal of hazardous materials.

[51]  M. Ghaedi,et al.  Enhanced simultaneous removal of malachite green and safranin O by ZnO nanorod-loaded activated carbon: modeling, optimization and adsorption isotherms , 2015 .

[52]  M. Ghaedi,et al.  Simultaneous removal of methylene blue and Pb2+ ions using ruthenium nanoparticle-loaded activated carbon: response surface methodology , 2015 .

[53]  M. Rahimi,et al.  Ultrasonic enhancement of the simultaneous removal of quaternary toxic organic dyes by CuO nanoparticles loaded on activated carbon: Central composite design, kinetic and isotherm study. , 2016, Ultrasonics sonochemistry.

[54]  A. Bajpai,et al.  Removal of malachite green from aqueous solution using nano-iron oxide-loaded alginate microspheres: batch and column studies , 2014, Research on Chemical Intermediates.

[55]  A. Bhatnagar,et al.  Central composite design optimization of Acid Blue 25 dye biosorption using shrimp shell biomass , 2015 .

[56]  J. Kong,et al.  Magnetic removal of dyes from aqueous solution using multi-walled carbon nanotubes filled with Fe2O3 particles. , 2008, Journal of hazardous materials.

[57]  Bibhutosh Adhikary,et al.  Synthesis of nanocrystalline iron oxide ultrathin films by thermal decomposition of iron nitropruside: Structural and optical properties , 2010 .

[58]  C. Ha,et al.  Fabrication and characterization of nano-structured ZnS thin films as the buffer layers in solar cells , 2014 .

[59]  Vinod K. Gupta,et al.  Removal of basic dye Auramine-O by ZnS:Cu nanoparticles loaded on activated carbon: optimization of parameters using response surface methodology with central composite design , 2015 .

[60]  M. Asif,et al.  Preparation of activated carbons from rambutan (Nephelium lappaceum) peel by microwave-induced KOH activation for acid yellow 17 dye adsorption , 2014 .

[61]  S. Sarkar,et al.  Efficient and rapid adsorption characteristics of templating modified guar gum and silica nanocomposite toward removal of toxic reactive blue and Congo red dyes. , 2015, Bioresource technology.

[62]  S. K. Lagergren,et al.  About the Theory of So-Called Adsorption of Soluble Substances , 1898 .

[63]  André C. Arsenault,et al.  Nanochemistry: A Chemical Approach to Nanomaterials , 2005 .

[64]  M. Ghaedi,et al.  Synthesis of regenerable Zn(OH)2 nanoparticle-loaded activated carbon for the ultrasound-assisted removal of malachite green: optimization, isotherm and kinetics , 2015 .

[65]  Meral Turabik Adsorption of basic dyes from single and binary component systems onto bentonite: simultaneous analysis of Basic Red 46 and Basic Yellow 28 by first order derivative spectrophotometric analysis method. , 2008, Journal of hazardous materials.

[66]  M. Ghaedi,et al.  Application of high order derivative spectrophotometry to resolve the spectra overlap between BG and MB for the simultaneous determination of them: Ruthenium nanoparticle loaded activated carbon as adsorbent , 2014 .

[67]  M. Ghaedi,et al.  Ultrasonically assisted hydrothermal synthesis of activated carbon-HKUST-1-MOF hybrid for efficient simultaneous ultrasound-assisted removal of ternary organic dyes and antibacterial investigation: Taguchi optimization. , 2016, Ultrasonics sonochemistry.

[68]  Juming Yao,et al.  Adsorption Removal of Dyes from Single and Binary Solutions Using a Cellulose-based Bioadsorbent , 2015 .

[69]  Jian Zhang,et al.  Equilibrium and kinetic studies of methyl orange and methyl violet adsorption on activated carbon derived from Phragmites australis , 2010 .