Biosorption of cobalt(II) with sunflower biomass from aqueous solutions in a fixed bed column and neural networks modelling

Ecotoxicology and Environmental Safety

Volumn 99, Issue , 2014, Pages 54-60

  Oguz, Ensar ^a   Ersoy, Muhammed ^a  

^a ATATÜRK UNIVERSITY   (Turkey)

Author keywords

Biosorbent; Cobalt(II); Fixed bed column; Neural network; Sunflower

Indexed keywords

COBALT CHLORIDE;

ANNUAL PLANT; AQUEOUS SOLUTION; ARTIFICIAL NEURAL NETWORK; BIOMASS; COBALT; CONCENTRATION (COMPOSITION); DICOTYLEDON; EXPERIMENTAL STUDY; NUMERICAL MODEL; SORPTION;

AQUEOUS SOLUTION; ARTICLE; ARTIFICIAL NEURAL NETWORK; BIOMASS; BIOSORPTION; CONCENTRATION (PARAMETERS); FLOW RATE; HEIGHT; MATHEMATICAL ANALYSIS; METHODOLOGY; PARTICLE SIZE; PH MEASUREMENT; SENSITIVITY ANALYSIS; SUNFLOWER;

BIOSORBENT; COBALT(II); FIXED BED COLUMN; NEURAL NETWORK; SUNFLOWER;

BIODEGRADATION, ENVIRONMENTAL; BIOMASS; COBALT; HELIANTHUS; HYDROGEN-ION CONCENTRATION; MODELS, THEORETICAL; NEURAL NETWORKS (COMPUTER); SOLUTIONS;

HELIANTHUS;

EID: 84887821064     PISSN: 01476513     EISSN: 10902414     Source Type: Journal    
DOI: 10.1016/j.ecoenv.2013.10.004     Document Type: Article

References (47)

1. 2+ ions on tripolyphosphate-modified kaolinite clay. Chem. Eng. J. 2008, 136:99-107.
2. Al-Ghouti M.A., Khraisheh M.A.M., Ahmad M.N., Allen S.J. Microcolumn studies of dye adsorption onto manganese oxides modified diatomite. J. Hazard. Mater. 2007, 146:316-327.
3. Augustine E.O. Intraparticle diffusion process for lead(II) biosorption onto mansonia wood sawdust. Bioresour. Technol 2010, 101:5868-5876.
4. Baccar R., Blánquez P., Bouzid J., Feki M., Attiya H., Sarrà M. Modeling of adsorption isotherms and kinetics of a tannery dye onto an activated carbon prepared from an agricultural by-product. Fuel Process. Technol. 2013, 106:408-415.
5. Bayramoglu G., Tuzun I., Celik G., Yilmaz M., Arica M.Y. Biosorption of mercury (II), cadmium (II) and lead (II) ions from aqueous system by micro algae Chlamydomonas reinhardtii immobilized in alginate beads. Int. J. Miner. Process. 2006, 1:35-43.
6. Bering B.P., Dubinin M.M., Serpinsky V.V. On thermodynamics of adsorption in micropores. J. Colloid Interf. Sci 1972, 38:185-194.
7. Bernard L., Bernard P., Karine G., Florence B., Croue J.P. Modeling of bromate formation by ozonation of surface waters in drinking water treatment. Water Res. 2004, 38:2185-2195.
8. Bhatti H.N., Bajwa I.I., Hanif M.A., Bukhari I.H. Removal of lead and cobalt using lignocellulosic fiber derived from Citrus reticulata waste biomass. Korean J. Chem. Eng. 2010, 27(1):218-227.
9. Bhatti H.N., Khadim R., Hanif M.A. Biosorption of Pb(II) and Co(II) on red rose waste biomass. Iran. J. Chem. Chem. Eng. 2011, 30(4):81-88.
10. Bhatti H.N., Saleem Anila., Hanif M.A. Utilization of Mentha arvensis waste biomass for the removal of Pb(II) and Co(II) from aqueous solutions. Desalin. Water Treat 2013, 51(16-18):3335-3343.
11. Brunauer S., Emmett P.H., Teller E. Biosorption of gases in multimolecular layers. J. Am. Chem. Soc. 1938, 60:309-319.
12. Celik S., Tan O. Determination of preconsolidation pressure with artificial neural network. Civ. Eng. Environ. Sys 2005, 22(4):217-231.
13. Eloussaief M., Jarraya I., Benzina M. Adsorption of copper ions on two clays from Tunisia: pH and temperature effects. App. Clay Sci 2009, 46:409-413.
14. Futalan C.M., Kan C.C., Dalida M.L., Pascua C., Wan M.W. Fixed-bed column studies on the removal of copper using chitosan immobilized on bentonite. Carbohyd. Polym. 2011, 83:697-704.
15. Goel J., Kadirvelu K., Rajagopal C.V., Garg K. Removal of lead(II) by biosorption using treated granular activated carbon: batch and column studies. J. Hazard. Mater. B 2005, 125:211-220.
16. Gundogdu A., Ozdes D., Duran C., Bulut V.N., Soylak M., Senturk H.B. Biosorption of Pb(II) ions from aqueous solution by pine bark (Pinus brutia Ten.). Chem. Eng. J 2009, 153:62-69.
17. 2+ by hydroxyapatite/chitosan composite from aqueous solution. J. Taiwan Inst. Chem. E 2012, 43:125.
18. Han R., Zhang J., Zou W., Xiao H., Shi J., Liu H. Biosorption of copper(II) and lead(II) from aqueous solution by chaff in a fixed-bed column. J. Hazard. Mater. B 2006, 133:262-268.
19. Hansen H.K., Arancibia F., Gutiérrez C. Adsorption of copper onto agriculture waste materials. J. Hazard. Mater. 2010, 180:442-448.
20. Hasfalina C.M., Maryam R.Z., Luqman C.A., Rashid M. The potential use of kenaf as a bioadsorbent for the removal of copper and nickel from single and binary aqueous solution. J. Nat. Fibres 2010, 7(4):267-275.
21. Ho Y.S., Porter J.F., Mckay.G. Equilibrium isotherm studies for the sorption of divalent metal ions onto peat: copper, nickel and lead single component systems. Water Air Soil Pollut 2002, 141:1-33.
22. Karge H.G., Weitkamp J. Molecular Sieves Science and Technology, Characterization II 2006, 5:23. Springer-Verlag, Berlin Heidelberg.
23. Kausara A., Bhattia H.N., MacKinnonb Gillian Equilibrium, kinetic and thermodynamic studies on the removal of U(VI) by low cost agricultural waste. Colloid Surf. B 2013, 111:124-133.
24. Krishnan K.A., Anirudhan T.S. Kinetic and equilibrium modelling of cobalt(II) biosorption onto bagasse pith based sulphurised activated carbon. Chem. Eng. J. 2008, 137:257-264.
25. Krishnani K.K., Meng X., Christodoulatos C., Boddu V.M. Biosorption mechanism of nine different heavy metals onto biomatrix from rice husk. J.Hazard. Mater. 2008, 153:1222-1234.
26. Manohar D.M., Noeline B.F., Anirudhan T.S. Adsorption performance of Al-pillared bentonite clay for the removal of cobalt(II) from aqueous phase. Appl. Clay Sci. 2006, 31:194-206.
27. Mondal M.K. Removal of Pb(II) from aqueous solution by adsorption using activated tea waste. Korean J. Chem. Eng 2009, 1-8.
28. Montgomery D.C. Design and Analysis of Experiments 2008, John Wiley and Sons, New York. 7th ed.
29. Nascimento M., Sérgio P., Soares M., Paulo de Souza V. Adsorption of heavy metal cations using coal fly ash modified by hydrothermal method. Fuel 2009, 88:1714-1719.
30. Nuhoglu Y., Oguz E. Removal of copper(II) from aqueous solutions by biosorption on the cone biomass of Thuja orientalis. Process Biochem 2003, 38:1627-1631.
31. Oguz E., Tortum A., Keskinler B. Determination of the apparent rate constants of the degradation of humic substances by ozonation and modeling of the removal of humic substances from the aqueous solutions with neural network. J. Hazard. Mater 2008, 157:455-463.
32. Oguz E., Keskinler B., Tortum A. Determination of the apparent ozonation rate constants of 1:2 metal complex dyestuffs and modeling with a neural network. Chem. Eng. J. 2008, 141:119-129.
33. Oguz Ensar. Adsorption characteristics and the kinetics of the Cr(VI) on the Thuja oriantalis. Colloid Surf. A 2005, 252:121-128.
34. Oguz Ensar Equilibrium isotherms and kinetics studies for the sorption of fluoride on light weight concrete materials. Colloid Surf. A 2007, 295:258-263.
35. Ouvrard S., Simonnot M.O., DeDonato P., Sardin M. Diffusion-controlled adsorption of arsenate on natural manganese oxides. Ind. Eng. Chem. Res. 2002, 41:6194-6199.
36. Papandreou A.D., Stournaras C.J., Panias D., Paspaliaris I. Adsorption of Pb(II), Zn(II) and Cr(III) on coal fly ash porous pellets. Miner. Eng. 2011, 24:1495-1501.
37. Pazourek J., GajďosovD́a D., SpanilD́a M., FarkovD́a M., NovotnD́a K., Havel J. Analysis of polyphenols in wines: correlation between total polyphenolic content and antioxidant potential from photometric measurements prediction of cultivars and vintage from capillary zone electrophoresis fingerprints using artificial neural network. J. Chromatogr. A 2005, 1081:48-54.
38. Salamatinia B., Kamaruddin A.H., Abdullah A.Z. Modeling of the continuous copper and zinc removal by sorption onto sodiumhydroxide-modified oil palm frond in a fixed-bed column. Chem. Eng. J 2008, 145(2):259-266.
39. Sihem A., Lehocine B.M., Miniai H.A. Batch adsorption of phenol from industrial waste water using cereal by-products as a new adsorbent. Energy Procedia 2012, 18:1135-1144.
40. Singh S., Srivastava V.C., Mall I.D. Fixed-bed study for adsorptive removal of furfural by activated carbon. Colloid Surf A 2009, 332:50-56.
41. Tortum, A., 2003. The Modeling of Mode Choices of Intercity Freight Transportation with the Artificial Neural Networks and Integrated Neuro-fuzzy System. Ph.D. Thesis. Atatürk University, in Turkish.
42. Turan N.G., Mesci B., Ozgonenel O. The use of artificial neural networks (ANN) for modeling of adsorption of Cu(II) from industrial leachate by pumice. Chem. Eng. J 2011, 173:98-105.
43. Vazquez G., Alonso R., Freire S., Gonzalez-Alvarez J., Antorrena G. Uptake of phenol from aqueous solutions by biosorption in a Pinus pinaster bark packed bed. J. Hazard. Mater. B 2006, 133:61-67.
44. Volesky B. Detoxificiation of metal-bearing effluents. Biosorption for the next century. Hydrometallurgy 2000, 59:203-216.
45. Walker G.M., Weatherley L.R. Biosorption of acid dyes onto granular activated carbon in fixed bed. Water Res. 1997, 31:2093-2101.
46. Xiaobing L.I., Chunjuan Z., Jiongtian L.I.U. Adsorption of oil from waste water by coal:characteristics and mechanism. Min. Sci. Technol 2010, 20:778-781.
47. Zupan J., Gasteiger J. Neural Networks in Chemistry and Drug Design 1999, Wiley-VCH, Weinheim.