The performance of nanorods material as adsorbent for removal of azo dyes and heavy metal ions: Application of ultrasound wave, optimization and modeling

Ultrasonics Sonochemistry

Volumn 34, Issue , 2017, Pages 792-802

  Dil, Ebrahim Alipanahpour ^a   Ghaedi, Mehrorang ^a   Asfaram, Arash ^a  

^a YASOUJ UNIVERSITY   (Iran)

Author keywords

Artificial neural network; Dyes; Heavy metals; Response surface methodology; Ultrasonic assisted adsorption; ZnO NRs AC

Indexed keywords

ACTIVATED CARBON; ADSORPTION; AROMATIC COMPOUNDS; AZO DYES; DYES; ENERGY DISPERSIVE SPECTROSCOPY; HEAVY METALS; HIGH RESOLUTION TRANSMISSION ELECTRON MICROSCOPY; II-VI SEMICONDUCTORS; MEAN SQUARE ERROR; METAL IONS; NANORODS; NEURAL NETWORKS; SCANNING ELECTRON MICROSCOPY; SURFACE PROPERTIES; TRANSFER FUNCTIONS; TRANSMISSION ELECTRON MICROSCOPY; ULTRASONICS; X RAY DIFFRACTION ANALYSIS; ZINC OXIDE;

ARTIFICIAL NEURAL NETWORK MODELS; DETERMINATION COEFFICIENTS; ENERGY DISPERSIVE X RAY SPECTROSCOPY; INTRAPARTICLE DIFFUSION MODELS; MINIMUM MEAN SQUARED ERROR; RESPONSE SURFACE METHODOLOGY; SIGMOID TRANSFER FUNCTION; SYNTHESIS AND CHARACTERIZATIONS;

STRIPPING (DYES);

ACTIVATED CARBON; ADSORBENT; AZO DYE; CADMIUM; COBALT; CRYSTAL VIOLET; HEAVY METAL; METHYLENE BLUE; NANOROD; UNCLASSIFIED DRUG; ZINC OXIDE NANOROD;

ADSORPTION; ADSORPTION KINETICS; ARTICLE; ARTIFICIAL NEURAL NETWORK; BACK PROPAGATION; CHEMICAL INTERACTION; CONCENTRATION (PARAMETERS); DIFFUSION; ENERGY DISPERSIVE X RAY SPECTROSCOPY; HEAVY METAL REMOVAL; MEASUREMENT ERROR; PRIORITY JOURNAL; RESPONSE SURFACE METHOD; SCANNING ELECTRON MICROSCOPY; SPECTROSCOPY; SYNTHESIS; TRANSMISSION ELECTRON MICROSCOPY; ULTRASOUND; X RAY DIFFRACTION;

EID: 84979533489     PISSN: 13504177     EISSN: 18732828     Source Type: Journal    
DOI: 10.1016/j.ultsonch.2016.07.015     Document Type: Article

References (55)

1. [1] Han, J., Zhu, G., Hojamberdiev, M., Peng, J., Zhang, X., Liu, Y., Ge, B., Liu, P., Rapid adsorption and photocatalytic activity for Rhodamine B and Cr(vi) by ultrathin BiOI nanosheets with highly exposed 001 facets. New J. Chem. 39 (2015), 1874–1882.
2. [2] Khan, N., Kazi, T.G., Tuzen, M., Soylak, M., A multivariate study of solid phase extraction of beryllium (II) using human hair as adsorbent prior to its spectrophotometric detection. Desalin. Water Treat. 55 (2015), 1088–1095.
3. 2+ from water samples onto Yarrowia lipolytica ISF7 using a response surface methodology, and analyzed by inductively coupled plasma optical emission spectrometry (ICP-OES). RSC Adv. 6 (2016), 23599–23610.
4. [4] Kazi, T.G., Afridi, H.I., Jamall, M.K., Kazi, G.H., Arain, M.B., Jalbani, N., Sarfraz, R.A., Shar, G.Q., Effect of ultrasound agitation on the release of heavy elements in Certified Reference Material of human hair (CRM BCR 397). J. AOAC Int. 89 (2006), 1410–1416.
5. [5] Khan, S., Kazi, T.G., Soylak, M., Ionic liquid-based ultrasound-assisted emulsification microextraction of cadmium in biological samples: optimization by a multivariate approach. Analy. Lett. 48 (2015), 1751–1766.
6. [6] Hajahmadi, Z., Younesi, H., Bahramifar, N., Khakpour, H., Pirzadeh, K., Multicomponent isotherm for biosorption of Zn (II), CO (II) and Cd (II) from ternary mixture onto pretreated dried Aspergillus niger biomass. Water Resour. Ind. 11 (2015), 71–80.
7. [7] Coelho, G.F., Gonçalves, A.C. Jr, Tarley, C.R.T., Casarin, J., Nacke, H., Francziskowski, M.A., Removal of metal ions Cd (II), Pb (II), and Cr (III) from water by the cashew nut shell Anacardium occidentale L. Ecolog. Eng. 73 (2014), 514–525.
8. 3+ onto chitosan/poly (vinyl amine) composite beads. Cell. Chem. Technol. 49 (2015), 775–782.
9. [9] Asfaram, A., Ghaedi, M., Goudarzi, A., Optimization of ultrasound-assisted dispersive solid-phase microextraction based on nanoparticles followed by spectrophotometry for the simultaneous determination of dyes using experimental design. Ultrason. Sonochem. 32 (2016), 407–417.
10. [10] Dil, E.A., Ghaedi, M., Ghaedi, A.M., Asfaram, A., Goudarzi, A., Hajati, S., Soylak, M., Agarwal, S., Gupta, V.K., Modeling of quaternary dyes adsorption onto ZnO–NR–AC artificial neural network: Analysis by derivative spectrophotometry. J. Ind. Eng. Chem. 34 (2016), 186–197.
11. [11] Dil, E.A., Ghaedi, M., Ghaedi, A., Asfaram, A., Jamshidi, M., Purkait, M.K., Application of artificial neural network and response surface methodology for the removal of crystal violet by zinc oxide nanorods loaded on activate carbon: kinetics and equilibrium study. J. Taiwan Inst. Chem. Eng. 59 (2016), 210–220.
12. [12] Sun, P., Hui, C., Wang, S., Wan, L., Zhang, X., Zhao, Y., Bacillus amyloliquefaciens biofilm as a novel biosorbent for the removal of crystal violet from solution. Colloid. Surf. B 139 (2016), 164–170.
13. [13] Saha, P.D., Chakraborty, S., Chowdhury, S., Batch and continuous (fixed-bed column) biosorption of crystal violet by Artocarpus heterophyllus (jackfruit) leaf powder. Colloid. Surf. B 92 (2012), 262–270.
14. 2-NP-AC: Kinetic and isotherm study. Spectrochim. Acta. Part A 152 (2016), 233–240.
15. [15] Tabaraki, R., Nateghi, A., Ahmady-Asbchin, S., Biosorption of lead (II) ions on Sargassum ilicifolium: Application of response surface methodology. Int. Biodeter. Biodegr. 93 (2014), 145–152.
16. [16] Sarkar, M., Majumdar, P., Application of response surface methodology for optimization of heavy metal biosorption using surfactant modified chitosan bead. Chem. Eng. J. 175 (2011), 376–387.
17. [17] Cao, Y.-R., Liu, Z., Cheng, G.-L., Jing, X.-B., Xu, H., Exploring single and multi-metal biosorption by immobilized spent Tricholoma lobayense using multi-step response surface methodology. Chem. Eng. J. 164 (2010), 183–195.
18. [18] An, S., Liu, X., Yang, L., Zhang, L., Enhancement removal of crystal violet dye using magnetic calcium ferrite nanoparticle: Study in single-and binary-solute systems. Chem. Eng. Res. Design 94 (2015), 726–735.
19. [19] Ghaedi, M., Ghayedi, M., Kokhdan, S.N., Sahraei, R., Daneshfar, A., Palladium, silver, and zinc oxide nanoparticles loaded on activated carbon as adsorbent for removal of bromophenol red from aqueous solution. J. Ind. Eng. Chem. 19 (2013), 1209–1217.
20. [20] Asfaram, A., Ghaedi, M., Yousefi, F., Dastkhoon, M., Experimental design and modeling of ultrasound assisted simultaneous adsorption of cationic dyes onto ZnS: Mn-NPs-AC from binary mixture. Ultrason. Sonochem. 33 (2016), 77–89.
21. [21] Asfaram, A., Ghaedi, M., Azqhandi, M.H.A., Goudarzi, A., Dastkhoon, M., Statistical experimental design, least squares-support vector machine (LS-SVM) and artificial neural network (ANN) methods for modeling the facilitated adsorption of methylene blue dye. RSC Adv. 6 (2016), 40502–40516.
22. 4-NPs loaded on AC: kinetic and isothermal studies. Dalton. Trans. 44 (2015), 14707–14723.
23. 2 nanoparticle-loaded activated carbon: derivative spectrophotometry and modeling. RSC Adv. 5 (2015), 72300–72320.
24. 3 magnetic microspheres for efficient removals of dye and pharmaceutical from water. Chem. Eng. J. 283 (2016), 524–534.
25. 2+ ions using ruthenium nanoparticle-loaded activated carbon: response surface methodology. RSC Adv. 5 (2015), 83427–83435.
26. [26] Qu, Y., Li, H., Li, A., Ma, F., Zhou, J., Identification and characterization of Leucobacter sp. N-4 for Ni (II) biosorption by response surface methodology. J. Hazard. Mater. 190 (2011), 869–875.
27. [27] Ahmadi, K., Ghaedi, M., Ansari, A., Comparison of nickel doped Zinc Sulfide and/or palladium nanoparticle loaded on activated carbon as efficient adsorbents for kinetic and equilibrium study of removal of Congo Red dye. Spectrochim. Acta. Part A 136 (2015), 1441–1449.
28. [28] Asfaram, A., Ghaedi, M., Hajati, S., Goudarzi, A., Bazrafshan, A.A., Simultaneous ultrasound-assisted ternary adsorption of dyes onto copper-doped zinc sulfide nanoparticles loaded on activated carbon: Optimization by response surface methodology. Spectrochim. Acta. Part A 145 (2015), 203–212.
29. [29] Azad, F.N., Ghaedi, M., Asfaram, A., Jamshidi, A., Hassani, G., Goudarzi, A., Azqhandi, M.H.A., Ghaedi, A., 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.
30. 4-nanoparticle-loaded activated carbon. Ultrason. Sonochem. 34 (2017), 1–12.
31. [31] Ghaedi, M., Rozkhoosh, Z., Asfaram, A., Mirtamizdoust, B., Mahmoudi, Z., Bazrafshan, A.A., Comparative studies on removal of Erythrosine using ZnS and AgOH nanoparticles loaded on activated carbon as adsorbents: kinetic and isotherm studies of adsorption. Spectrochim. Acta. Part A 138 (2015), 176–186.
32. [32] Özer, A., Gürbüz, G., Çalimli, A., Körbahti, B.K., Biosorption of copper (II) ions on Enteromorpha prolifera: application of response surface methodology (RSM). Chem. Eng. J. 146 (2009), 377–387.
33. [33] Lu, Y., Jiang, B., Fang, L., Ling, F., Gao, J., Wu, F., Zhang, X., High performance NiFe layered double hydroxide for methyl orange dye and Cr(VI) adsorption. Chemosphere 152 (2016), 415–422.
34. [34] Ma, J., Zhuang, Y., Yu, F., Equilibrium, kinetic and thermodynamic adsorption studies of organic pollutants from aqueous solution onto CNT/C@Fe/chitosan composites. New J. Chem. 39 (2015), 9299–9305.
35. [35] Elemen, S., Kumbasar, E.P.A., Yapar, S., Modeling the adsorption of textile dye on organoclay using an artificial neural network. Dye. Pigm. 95 (2012), 102–111.
36. [36] Ho, Y.-S., McKay, G., Pseudo-second order model for sorption processes. Process Biochem. 34 (1999), 451–465.
37. [37] Karimi, H., Ghaedi, M., Application of artificial neural network and genetic algorithm to modeling and optimization of removal of methylene blue using activated carbon. J. Ind. Eng. Chem. 20 (2014), 2471–2476.
38. [38] Das, D., Das, N., Mathew, L., Kinetics, equilibrium and thermodynamic studies on biosorption of Ag(I) from aqueous solution by macrofungus Pleurotus platypus. J. Hazard. Mater. 184 (2010), 765–774.
39. [39] Banerjee, A., Sarkar, P., Banerjee, S., Application of statistical design of experiments for optimization of As (V) biosorption by immobilized bacterial biomass. Ecolog. Eng. 86 (2016), 13–23.
40. [40] Muthusamy, S., Venkatachalam, S., Competitive biosorption of Cr (vi) and Zn (ii) ions in single-and binary-metal systems onto a biodiesel waste residue using batch and fixed-bed column studies. RSC Adv. 5 (2015), 45817–45826.
41. [41] Dubinin, M., Serpinsky, V., Isotherm equation for water vapor adsorption by microporous carbonaceous adsorbents. Carbon 19 (1981), 402–403.
42. 3-based nanomaterial for ultrasonic assisted dyes adsorption: modeling and optimization. Ultrason. Sonochem. 32 (2016), 418–431.
43. [43] Ghaedi, M., Heidarpour, S., Nasiri Kokhdan, S., Sahraie, R., Daneshfar, A., Brazesh, B., 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.
44. [44] Ghaedi, M., Nasab, A.G., Khodadoust, S., Sahraei, R., Daneshfar, A., Characterization of zinc oxide nanorods loaded on activated carbon as cheap and efficient adsorbent for removal of methylene blue. J. Ind. Eng. Chem. 21 (2015), 986–993.
45. 4/reduced graphene oxide. J. Water Process Eng. 5 (2015), 101–111.
46. 2 anodes prepared by pulse electrodeposition. J. Electroanal. Chem. 759 (2015), 158–166.
47. [47] Singh, K.P., Gupta, S., Singh, A.K., Sinha, S., Optimizing adsorption of crystal violet dye from water by magnetic nanocomposite using response surface modeling approach. J. Hazard. Mater. 186 (2011), 1462–1473.
48. [48] Satapathy, M.K., Das, P., Optimization of crystal violet dye removal using novel soil-silver nanocomposite as nanoadsorbent using response surface methodology. J. Environ. Chem. Eng. 2 (2014), 708–714.
49. 2. J. Mater. Environ. Sci. 7 (2016), 50–58.
50. 2-CuO@AC catalysts using microwave catalytic oxidation degradation method. J. Environ. Chem. Eng. 4 (2016), 958–964.
51. 2. Dye. Pigm. 69 (2006), 224–232.
52. [52] Zhang, H., Gao, H., Cai, C., Zhang, C., Chen, L., Decolorization of crystal violet by ultrasound/heterogeneous Fenton process. Water Sci. Technol. 68 (2013), 2515–2520.
53. [53] Palma-Goyes, R.E., Guzman-Duque, F.L., Penuela, G., Gonzalez, I., Nava, J.L., Torres-Palma, R.A., Electrochemical degradation of crystal violet with BDD electrodes: Effect of electrochemical parameters and identification of organic by-products. Chemosphere 81 (2010), 26–32.
54. [54] Ghaedi, M., Hajati, S., Karimi, F., Barazesh, B., Ghezelbash, G., Equilibrium, kinetic and isotherm of some metal ion biosorption. J. Ind. Eng. Chem. 19 (2013), 987–992.
55. [55] Luna, A.S., Costa, A.L., da Costa, A.C.A., Henriques, C.A., Competitive biosorption of cadmium (II) and zinc (II) ions from binary systems by Sargassum filipendula. Bioresour. Technol. 101 (2010), 5104–5111.