Modeling and optimization of energy-efficient procedures for removing lead(II) and zinc(II) ions from aqueous solutions using the central composite design

Energy

Volumn 77, Issue , 2014, Pages 66-72

  Savic, Ivana M ^a   Savic, Ivan M ^a   Stojiljkovic, Stanisa T ^a   Gajic, Dragoljub G ^b,c  

^a UNIVERSITY OF NI   (Serbia)

^b University of Belgrade   (Serbia)

^c UNIVERSITY OF L'AQUILA   (Italy)

Author keywords

Adsorption; Bentonite clay; Central composite design; Energy efficient; Lead(II); Zinc(II)

Indexed keywords

ADSORBENTS; ADSORPTION; CHEMICALS REMOVAL (WATER TREATMENT); DESIGN; ENERGY EFFICIENCY; IONS; LEAD; MATHEMATICAL MODELS; PH; REGRESSION ANALYSIS; SOLUTIONS; ZINC; ZINC COMPOUNDS;

BENTONITE CLAY; CENTRAL COMPOSITE DESIGNS; ENERGY EFFICIENT; INDEPENDENT VARIABLES; LEAST SQUARE ANALYSIS; LOW-COST ADSORBENTS; MODELING AND OPTIMIZATION; QUADRATIC POLYNOMIAL;

BENTONITE;

ADSORPTION; AQUEOUS SOLUTION; CONCENTRATION (COMPOSITION); ENERGY EFFICIENCY; LEAST SQUARES METHOD; OPTIMIZATION; REGRESSION ANALYSIS;

EID: 84909987783     PISSN: 03605442     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.energy.2014.04.088     Document Type: Article

References (45)

1. Delgado M.R., Arean C.O. Carbon monoxide, dinitrogen and carbon dioxide adsorption on zeolite H-beta: IR spectroscopic and thermodynamic studies. Energy 2011, 36:5286-5291.
2. Atieh M.A. Removal of zinc from water using modified and non-modified carbon nanofibers. 2nd international conference on environmental science and technology 2011, vol. 6:220-223. IPCBEE, Singapore.
3. Elinder C.G. Zinc. Handbook on the toxicology of metals 1986, 664-679. Amsterdam. 2nd ed. L. Friberg, G.F. Nordberg, V.B. Vouk (Eds.).
4. Dalmacija B., Agbaba J. Quality control of drinking water 2006, Faculty of Sciences, University of Novi Sad, Novi Sad.
5. Nagajyoti P.C., Lee K.D., Sreekanth T.V.M. Heavy metals, occurrence and toxicity for plants: a review. Environ Chem Lett 2010, 8(3):199-216.
6. Roney N., Abadid H.G., Fowler B., Pohl H.R. Metal ions affecting the hematological system. Metal Ions Life Sci 2011, 8:143-155.
7. Miculescu F., Miculescu M., Ciocan L.T., Ernuteanu A., Antoniac I., Pencea I., et al. Comparative studies regarding heavy elements concentration in human cortical bone. Dig J Nanomater Biostruct 2011, 6(3):1117-1127.
8. Aluyor E.O., Oboh I.O. Acomparative study of zinc (II) ions removal by a locally produced granular activated carbon. Covenant J Phys Life Sci 2013, 1(1):14-18.
9. Coruh S., Ergun O.N. Use of fly ash, phosphogypsum and red mud as a liner material for the disposal of hazardous zinc leach residue waste. JHazard Mater 2010, 173(1):468-473.
10. Yang C., Wang J., Lei M., Xie G., Zeng G., Luo S. Biosorption of zinc (II) from aqueous solution by dried activated sludge. JEnviron Sci 2010, 22(5):675-680.
11. Oliveira F.D., Soares A.D., Freitas O.M., Figueiredo S.A. Copper, nickel and zinc removal by peanut hulls: batch and column studies in mono, tri-component systems and with real effluent. Glob NEST J 2010, 12(2):206-214.
12. Abdelwahab O., Amin N.K., El-Ashtoukhy E.S. Removal of zinc ions from aqueous solution using a cation exchange resin. Chem Eng Res Des 2013, 91(1):165-173.
13. 2+ from aqueous solutions. JTaiwan Inst Chem Engr 2014, 45(1):268-274.
14. Izidoro J.D.C., Fungaro D.A., Abbott J.E., Wang S. Synthesis of zeolites X and A from fly ashes for cadmium and zinc removal from aqueous solutions in single and binary ion systems. Fuel 2013, 103:827-834.
15. Coruh S., Geyikci F., Kilic E., Coruh U. The use of NARX neural network for modeling of adsorption of zinc ions using activated almond shell as a potential biosorbent. Bioresour Technol 2014, 151:406-410.
16. Zamani A.A., Shokri R., Yaftian M.R., Parizanganeh A.H. Adsorption of lead, zinc and cadmium ions from contaminated water onto Peganum harmala seeds as biosorbent. Int J Environ Sci Technol 2013, 10(1):93-102.
17. Yilmaz Cankilic M., Kivanc M., Bengu Karabacak R., Tay T. Sorption of lead ions from aqueous solution onto Enterococcus faecium biomass. Water Sci Technol 2013, 68(7):1550-1555.
18. Jiang M.Q., Jin X.Y., Lu X.Q., Chen Z.L. Adsorption of Pb (II), Cd (II), Ni (II) and Cu (II) onto natural kaolinite clay. Desalination 2010, 252(1):33-39.
19. Ozdes D., Duran C., Senturk H.B. Adsorptive removal of Cd (II) and Pb (II) ions from aqueous solutions by using Turkish illitic clay. JEnviron Manag 2011, 92(12):3082-3090.
20. Riyajan S.A., Tangboriboonrat P. Novel composite biopolymers of sodium alginate/natural rubber/coconut waste for adsorption of Pb (II) ions. Polym Compos 2014, 35(5):1013-1021.
21. Sahu M.K., Mandal S., Dash S.S., Badhai P., Patel R.K. Removal of Pb (II) from aqueous solution by acid activated red mud. JEnviron Chem Eng 2013, 1(4):1315-1324.
22. Venkata Ramana D.K., Kumar Reddy D.H., Kumar B.N., Seshaiah K., Chandra Rao G.P., Lu C. Adsorption of Pb (II) from aqueous solutions by chemically modified zeolite supported carbon nanotubes: equilibrium, kinetic, and thermodynamic studies. Sep Sci Technol 2013, 48(3):403-412.
23. Wan M.W., Kan C.C., Rogel B.D., Dalida M.L.P. Adsorption of copper (II) and lead (II) ions from aqueous solution on chitosan-coated sand. Carbohydr Polym 2010, 80(3):891-899.
24. Ngo T.A., Kim J., Kim S.S. Characteristics of palm bark pyrolysis experiment oriented by central composite rotatable design. Energy 2013, 66:7-12.
25. Ong L.K., Effendi C., Kurniawan A., Lin C.X., Zhao X.S., Ismadji S. Optimization of catalyst-free production of biodiesel from Ceiba pentandra (kapok) oil with high free fatty acid contents. Energy 2013, 57:615-623.
26. Liu J., Zhuang Y., Li Y., Chen L., Guo J., Li D., et al. Optimizing the conditions for the microwave-assisted direct liquefaction of Ulva prolifera for bio-oil production using response surface methodology. Energy 2013, 60:69-76.
27. Tedesco S., Benyounis K.Y., Olabi A.G. Mechanical pretreatment effects on macroalgae-derived biogas production in co-digestion with sludge in Ireland. Energy 2013, 61:27-33.
28. 2 laser cutting process parameters on edge quality and operating cost of AISI316L. Opt Laser Technol 2012, 44(4):1068-1082.
29. 2 laser welding process for dissimilar materials. Opt Laser Eng 2013, 51(7):832-839.
30. Benyounis K.Y., Olabi A.G., Hashmi M.S.J. Effect of laser welding parameters on the heat input and weld-bead profile. JMater Process Technol 2005, 164:978-985.
31. Anawa E.M., Olabi A.G. Using Taguchi method to optimize welding pool of dissimilar laser-welded components. Opt Laser Technol 2008, 40(2):379-388.
32. 2 laser-welding process of austenitic stainless steel. Opt Laser Technol 2008, 40:76-87.
33. 2 laser cutting parameters of MDF wood composite material. Opt Laser Technol 2011, 43:648-659.
34. Savic I., Stojiljkovic S., Savic I., Stojanovic S., Moder K. Modeling and optimization of iron(III) adsorption from water using bentonite clay: comparison of central composite design and artificial neural network. Chem Eng Technol 2012, 35:2007-2014.
35. Santori G., Frazzica A., Freni A., Galieni M., Bonaccorsi L., Polonara F., et al. Optimization and testing on an adsorption dishwasher. Energy 2012, 50:170-176.
36. Momčilović M., Purenović M., Bojić A., Zarubica A., Randelović M. Removal of lead (II) ions from aqueous solutions by adsorption onto pine cone activated carbon. Desalination 2011, 276(1):53-59.
37. Wang L., Zhang J., Zhao R., Li Y., Li C., Zhang C. Adsorption of Pb (II) on activated carbon prepared from Polygonum orientale Linn.: kinetics, isotherms, pH, and ionic strength studies. Bioresour Technol 2010, 101(15):5808-5814.
38. Mouni L., Merabet D., Bouzaza A., Belkhiri L. Adsorption of Pb (II) from aqueous solutions using activated carbon developed from Apricot stone. Desalination 2011, 276(1):148-153.
39. Bouhamed F., Elouear Z., Bouzid J., Ouddane B. Application of activated carbon based on a Tunisian date stones for the Ni (II) and Zn (II) adsorption in single and binary systems. Fresen Environ Bull 2013, 22(12):3490-3500.
40. Veli S., Alyüz B. Adsorption of copper and zinc from aqueous solutions by using natural clay. JHazard Mater 2007, 149:226-233.
41. Chand P., Pakade Y.B. Removal of Pb from water by adsorption on apple pomace: equilibrium, kinetics, and thermodynamics studies. JChem 2013, 2013:1-8.
42. Kavak D., Demir M., Başsayel B., Anagün A.S. Factorial experimental design for optimizing the removal of lead ions from aqueous solutions by cation exchange resin. Desalin Water Treat 2013, 51:1712-1719.
43. Yasin Y., Ahmad F.B.H., Ghaffari-Moghaddam M., Khajeh M. Application of a hybrid artificial neural network-genetic algorithm approach to optimize the lead ions removal from aqueous solutions using intercalated tartrate-Mg-Al layered double hydroxides. Environ Nanotechnol Monitor Manag 2014, [in press]. 10.1016/j.enmm.2014.03.001.
44. Mishra V., Dalal S., Balomajumder C. Optimization of physical parameters for batch mode Zn (II) ion removal from liquid phase: a potential biosorption study. Environ Prog Sustain 2013, 32:213-222.
45. Das D., Vimala R., Das N. Biosorption of Zn (II) onto Pleurotus platypus: 5-level Box-Behnken design, equilibrium, kinetic and regeneration studies. Ecol Eng 2014, 64:136-141.