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

Ultrasonics Sonochemistry

Volumn 32, Issue , 2016, Pages 418-431

  Asfaram, Arash ^a   Ghaedi, Mehrorang ^a   Hajati, Shaaker ^a   Goudarzi, Alireza ^b  

^a YASOUJ UNIVERSITY   (Iran)

^b GOLESTAN UNIVERSITY   (Iran)

Author keywords

Artificial neural network; Binary components; Derivative spectrophotometry; Response surface methodology; Ultrasound assisted adsorption; Fe2O3 NPs AC

Indexed keywords

ACTIVATED CARBON; AROMATIC COMPOUNDS; DYES; ENAMELS; ENERGY DISPERSIVE SPECTROSCOPY; FIELD EMISSION MICROSCOPES; FOURIER TRANSFORMS; HEMATITE; INFRARED SPECTROSCOPY; NANOPARTICLES; NANOSTRUCTURED MATERIALS; NEURAL NETWORKS; OPTIMIZATION; SCANNING ELECTRON MICROSCOPY; SURFACE PROPERTIES; SYNTHESIS (CHEMICAL); X RAY DIFFRACTION;

BINARY COMPONENTS; DERIVATIVE SPECTROPHOTOMETRY; ENERGY DISPERSIVE X RAY SPECTROSCOPY; FIELD EMISSION SCANNING ELECTRON MICROSCOPY; FOURIER TRANSFORMS INFRARED SPECTROSCOPIES; MODELING AND OPTIMIZATION; PSEUDO-SECOND ORDER MODEL; RESPONSE SURFACE METHODOLOGY;

ADSORPTION;

ACTIVATED CARBON; MAGNETIC NANOPARTICLE; MALACHITE GREEN; METHYLENE BLUE;

ADSORPTION; ADSORPTION KINETICS; ARTICLE; ARTIFICIAL NEURAL NETWORK; CHEMICAL INTERACTION; CONCENTRATION (PARAMETERS); DEGRADATION; FIELD EMISSION SCANNING ELECTRON MICROSCOPY; FOURIER TRANSFORMATION; INFRARED SPECTROSCOPY; ISOTHERM; PRIORITY JOURNAL; PROCESS OPTIMIZATION; REACTION OPTIMIZATION; RESPONSE SURFACE METHOD; ROENTGEN SPECTROSCOPY; SYNTHESIS; ULTRASOUND; X RAY DIFFRACTION;

EID: 84963725894     PISSN: 13504177     EISSN: 18732828     Source Type: Journal    
DOI: 10.1016/j.ultsonch.2016.04.011     Document Type: Article

References (72)

1. L. Liu, Z.Y. Gao, X.P. Su, X. Chen, L. Jiang, and J.M. Yao Adsorption removal of dyes from single and binary solutions using a cellulose-based bioadsorbent ACS Sustainable Chem. Eng. 3 2015 432 442
2. M.T. Yagub, T.K. Sen, S. Afroze, and H.M. Ang Dye and its removal from aqueous solution by adsorption: a review Adv. Colloid Interface Sci. 209 2014 172 184
3. S. Pal, A.S. Patra, S. Ghorai, A.K. Sarkar, V. Mahato, S. Sarkar, and R.P. Singh Efficient and rapid adsorption characteristics of templating modified guar gum and silica nanocomposite toward removal of toxic reactive blue and Congo red dyes Bioresour. Technol. 191 2015 291 299
4. M. Kousha, S. Tavakoli, E. Daneshvar, A. Vazirzadeh, and A. Bhatnagar Central composite design optimization of Acid Blue 25 dye biosorption using shrimp shell biomass J. Mol. Liq. 207 2015 266 273
5. C.-Z. Liang, S.-P. Sun, F.-Y. Li, Y.-K. Ong, and T.-S. Chung Treatment of highly concentrated wastewater containing multiple synthetic dyes by a combined process of coagulation/flocculation and nanofiltration J. Membr. Sci. 469 2014 306 315
6. 40 catalyst J. Ind. Eng. Chem. 21 2015 971 979
7. J. Labanda, J. Sabaté, and J. Llorens Experimental and modeling study of the adsorption of single and binary dye solutions with an ion-exchange membrane adsorber Chem. Eng. J. 166 2011 536 543
8. Y.E. Unsal, M. Tuzen, and M. Soylak Separation and preconcentration of Sudan blue II using membrane filtration and UV-visible spectrophotometric determination in river water and industrial wastewater samples J. AOAC Int. 98 2015 213 217
9. J. Zolgharnein, M. Bagtash, and T. Shariatmanesh 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 Spectrochim. Acta Part A 137 2015 1016 1028
10. G.A. Ozin, A.C. Arsenault, and L. Cademartiri Nanochemistry: A Chemical Approach to Nanomaterials 2009 Royal Society of Chemistry
11. 3) nano-particles by wet chemical method J. Alloy Compd. 502 2010 257 260
12. X.-J. Zhou, W.-Q. Guo, S.-S. Yang, H.-S. Zheng, and N.-Q. Ren Ultrasonic-assisted ozone oxidation process of triphenylmethane dye degradation: evidence for the promotion effects of ultrasonic on malachite green decolorization and degradation mechanism Bioresour. Technol. 128 2013 827 830
13. B. Yang, J. Zuo, X. Tang, F. Liu, X. Yu, X. Tang, H. Jiang, and L. Gan Effective ultrasound electrochemical degradation of methylene blue wastewater using a nanocoated electrode Ultrason. Sonochem. 21 2014 1310 1317
14. A. Asfaram, M. Ghaedi, S. Hajati, M. Rezaeinejad, A. Goudarzi, and M.K. Purkait Rapid removal of Auramine-O and Methylene blue by ZnS: Cu nanoparticles loaded on activated carbon: a response surface methodology approach J. Taiwan Inst. Chem. Eng. 53 2015 80 91
15. F.N. Azad, M. Ghaedi, K. Dashtian, S. Hajati, and V. Pezeshkpour 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 Ultrason. Sonochem. 31 2016 383 393
16. S. Dashamiri, M. Ghaedi, K. Dashtian, M.R. Rahimi, A. Goudarzi, and R. Jannesar 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 Ultrason. Sonochem. 31 2016 546 557
17. M. Ghaedi, S. Hajati, M. Zare, M. Zare, and S.S. Jaberi Experimental design for simultaneous analysis of malachite green and methylene blue; derivative spectrophotometry and principal component-artificial neural network RSC Adv. 5 2015 38939 38947
18. S. Hajati, M. Ghaedi, B. Barazesh, F. Karimi, R. Sahraei, A. Daneshfar, and A. Asghari 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 J. Ind. Eng. Chem. 20 2014 2421 2427
19. 2+ ions using ruthenium nanoparticle-loaded activated carbon: response surface methodology RSC Adv. 5 2015 83427 83435
20. 2 nanoparticle-loaded activated carbon for the ultrasound-assisted removal of malachite green: optimization, isotherm and kinetics RSC Adv. 5 2015 79119 79128
21. M. Ghaedi, S. Hajati, M. Zare, M. Zare, and S.Y. Shajaripour Jaberi Experimental design for simultaneous analysis of malachite green and methylene blue; derivative spectrophotometry and principal component-artificial neural network RSC Adv. 5 2015 38939 38947
22. A. Witek-Krowiak, K. Chojnacka, D. Podstawczyk, A. Dawiec, and K. Pokomeda Application of response surface methodology and artificial neural network methods in modelling and optimization of biosorption process Bioresour. Technol. 160 2014 150 160
23. S. Hajati, S. Tougaard, J. Walton, and N. Fairley Noise reduction procedures applied to XPS imaging of depth distribution of atoms on the nanoscale Surf. Sci. 602 2008 3064 3070
24. S. Hajati, J. Walton, and S. Tougaard Three-dimensional X-Ray photoelectron tomography on the nanoscale: limits of data processing by principal component analysis Microsc. Microanal. 19 2013 751 760
25. F.N. Azad, M. Ghaedi, A. Asfaram, A. Jamshidi, G. Hassani, A. Goudarzi, M.H.A. Azqhandi, and A. Ghaedi 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 RSC Adv. 6 2016 19768 19779
26. 2 nanoparticle-loaded activated carbon: derivative spectrophotometry and modeling RSC Adv. 5 2015 72300 72320
27. 4-NPs loaded on AC: kinetic and isothermal studies Dalton Trans. 44 2015 14707 14723
28. A. Verma, and T. Singh A neuro-genetic approach for prediction of compressional wave velocity of rock and its sensitivity analysis Int. J. Earth Sci. Eng. 2 2009 81 94
29. M.F. Ahmad, S. Haydar, A.A. Bhatti, and A.J. Bari Application of artificial neural network for the prediction of biosorption capacity of immobilized Bacillus subtilis for the removal of cadmium ions from aqueous solution Biochem. Eng. J. 84 2014 83 90
30. K. Yetilmezsoy, and S. Demirel Artificial neural network (ANN) approach for modeling of Pb (II) adsorption from aqueous solution by Antep pistachio (Pistacia Vera L.) shells J. Hazard. Mater. 153 2008 1288 1300
31. E.A. Dil, M. Ghaedi, A.M. Ghaedi, A. Asfaram, A. Goudarzi, S. Hajati, M. Soylak, S. Agarwal, and V.K. Gupta Modeling of quaternary dyes adsorption onto ZnO-NR-AC artificial neural network: analysis by derivative spectrophotometry J. Ind. Eng. Chem. 34 2016 186 197
32. M. 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 J. Hazard. Mater. 158 2008 52 64
33. A. Goudarzi, A.D. Namghi, and C.-S. Ha Fabrication and characterization of nano-structured ZnS thin films as the buffer layers in solar cells RSC Adv. 4 2014 59764 59771
34. S.K. Bhar, N. Mukherjee, S.K. Maji, B. Adhikary, and A. Mondal Synthesis of nanocrystalline iron oxide ultrathin films by thermal decomposition of iron nitropruside: structural and optical properties Mater. Res. Bull. 45 2010 1948 1953
35. 3 nanostructured compacts processed by spark plasma sintering J. Magn. Magn. Mater. 346 2013 175 177
36. 3 Int. J. Eng Sci. Technol. 2 2010 118 126
37. P. Sudamalla, P. Saravanan, and M. Matheswaran Optimization of operating parameters using response surface methodology for adsorption of crystal violet by activated carbon prepared from mango kernel Environ. Res. 22 2012 1 7
38. A. Asfaram, M. Ghaedi, S. Agarwal, I. Tyagi, and V. Kumar Gupta 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 RSC Adv. 5 2015 18438 18450
39. J. Prakash Maran, V. Sivakumar, K. Thirugnanasambandham, and R. Sridhar Artificial neural network and response surface methodology modeling in mass transfer parameters predictions during osmotic dehydration of Carica papaya L Alexandria Eng. J. 52 2013 507 516
40. V.O. Njoku, K.Y. Foo, M. Asif, and B.H. Hameed Preparation of activated carbons from rambutan (Nephelium lappaceum) peel by microwave-induced KOH activation for acid yellow 17 dye adsorption Chem. Eng. J. 250 2014 198 204
41. I. Langmuir The constitution and fundamental properties of solids and liquids. Part i. solids J. Am. Chem. Soc. 38 1916 2221 2295
42. B. Noroozi, G.A. Sorial, H. Bahrami, and M. Arami Adsorption of binary mixtures of cationic dyes Dye Pigm. 76 2008 784 791
43. A.B. Albadarin, and C. Mangwandi Mechanisms of Alizarin Red S and Methylene blue biosorption onto olive stone by-product: isotherm study in single and binary systems J. Environ. Manage. 164 2015 86 93
44. J.F. Gao, Q. Zhang, K. Su, and J.H. Wang 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 Bioresour. Technol. 101 2010 5793 5801
45. H. Freundlich Over the adsorption in solution J. Phys. Chem. 57 1906 385 470
46. M. Temkin, and V. Pyzhev Kinetics of ammonia synthesis on promoted iron catalysts Acta Physiochim. URSS 12 1940 217 222
47. M. Dubinin, and L. Radushkevich Equation of the characteristic curve of activated charcoal Chem. Zentr. 1 1947 875 889
48. S. Agarwal, I. Tyagi, V.K. Gupta, A.R. Bagheri, M. Ghaedi, A. Asfaram, S. Hajati, and A.A. Bazrafshan Rapid adsorption of ternary dye pollutants onto copper (I) oxide nanoparticle loaded on activated carbon: experimental optimization via response surface methodology J. Environ. Chem. Eng. 4 2016 1769 1779
49. E. Akar, A. Altinişik, and Y. Seki Using of activated carbon produced from spent tea leaves for the removal of malachite green from aqueous solution Ecol. Eng. 52 2013 19 27
50. S. Lagergren About the theory of so-called adsorption of soluble substances K. Sven. Vetensk. Akad. Handl. 24 1898 1 39
51. Y.-S. Ho, and G. McKay Kinetic models for the sorption of dye from aqueous solution by wood Proc. Saf. Environ. Protect. 76 1998 183 191
52. W.J. Weber, and J.C. Morris Intraparticle diffusion during the sorption of surfactants onto activated carbon J. Sanit. Eng. Div. Am. Soc. Civ. Eng. 89 1963 53 61
53. S. Chen, J. Zhang, C. Zhang, Q. Yue, Y. Li, and C. Li Equilibrium and kinetic studies of methyl orange and methyl violet adsorption on activated carbon derived from Phragmites australis Desalination 252 2010 149 156
54. F. Nasiri Azad, M. Ghaedi, K. Dashtian, S. Hajati, A. Goudarzi, and M. Jamshidi Enhanced simultaneous removal of malachite green and safranin O by ZnO nanorod-loaded activated carbon: modeling, optimization and adsorption isotherms New J. Chem. 39 2015 7998 8005
55. A. Soni, A. Tiwari, and A.K. Bajpai Removal of malachite green from aqueous solution using nano-iron oxide-loaded alginate microspheres: batch and column studies Res. Chem. Intermed. 40 2014 913 930
56. A. Shamsizadeh, M. Ghaedi, A. Ansari, S. Azizian, and M.K. Purkait Tin oxide nanoparticle loaded on activated carbon as new adsorbent for efficient removal of malachite green-oxalate: non-linear kinetics and isotherm study J. Mol. Liq. 195 2014 212 218
57. M. Roosta, M. Ghaedi, N. Shokri, A. Daneshfar, R. Sahraei, and A. Asghari Optimization of the combined ultrasonic assisted/adsorption method for the removal of malachite green by gold nanoparticles loaded on activated carbon: experimental design Spectrochim. Acta Part A 118 2014 55 65
58. K. Prasad, S. Prajapati, and K. Selvaraj Efficient sorption and photocatalytic degradation of malachite green dye onto NiS nanoparticles prepared using novel green approach Korean J. Chem. Eng. 1-7 2015
59. 2 nanoparticles for removal of malachite green dye from waste water Adv. Chem. Eng. Sci. 5 2015 373 388
60. X. Zhang, H. Yu, H. Yang, Y. Wan, H. Hu, Z. Zhai, and J. Qin Graphene oxide caged in cellulose microbeads for removal of malachite green dye from aqueous solution J. Colloid Interface Sci. 437 2015 277 282
61. J. Qin, F. Qiu, X. Rong, H. Zhao, D. Yang, and J. Wan Preparation of graphite oxide/polyurethane foam material and its removal application of malachite green from aqueous solution J. Appl. Polym. Sci. 131 2014
62. 4 nanoparticles Int. J. Biol. Macromol. 69 2014 447 455
63. 4-graphene oxide nanocomposites for removal of methylene blue from water RSC Adv. 5 2015 39964 39972
64. T. Liu, Y. Li, Q. Du, J. Sun, Y. Jiao, G. Yang, Z. Wang, Y. Xia, W. Zhang, and K. Wang Adsorption of methylene blue from aqueous solution by graphene Colloid Surf. B 90 2012 197 203
65. 4 nanoparticles treated as adsorbent for methylene blue removal from aqueous solution: Synthesis, characterization, mechanism, kinetics and regeneration J. Taiwan Inst. Chem. Eng. 49 2015 199 205
66. 3 particles J. Hazard. Mater. 160 2008 643 647
67. 4 nanoparticles Colloid Surf. A 435 2013 85 90
68. M. Ghaedi, S. Heidarpour, S. Nasiri Kokhdan, R. Sahraie, A. Daneshfar, and B. Brazesh Comparison of silver and palladium nanoparticles loaded on activated carbon for efficient removal of Methylene blue: kinetic and isotherm study of removal process Powder Technol. 228 2012 18 25
69. M. Ghaedi, A. Ghaedi, M. Hossainpour, A. Ansari, M. Habibi, and A. Asghari 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 J. Ind. Eng. Chem. 20 2014 1641 1649
70. M. Ghaedi, M. Pakniat, Z. Mahmoudi, S. Hajati, R. Sahraei, and A. Daneshfar Synthesis of nickel sulfide nanoparticles loaded on activated carbon as a novel adsorbent for the competitive removal of Methylene blue and Safranin-O Spectrochim. Acta Part A 123 2014 402 409
71. 4 nanoparticles Chem. Eng. J. 268 2015 28 37
72. M. Roosta, M. Ghaedi, A. Daneshfar, R. Sahraei, and A. Asghari Optimization of the ultrasonic assisted removal of methylene blue by gold nanoparticles loaded on activated carbon using experimental design methodology Ultrason. Sonochem. 21 2014 242 252