Response surface modelling of Cr6+ adsorption from aqueous solution by neem bark powder: Box-Behnken experimental approach

Environmental Science and Pollution Research

Volumn 20, Issue 3, 2013, Pages 1327-1343

  Kumar, M P Saravana ^a   Phanikumar, B R ^a  

^a VIT UNIVERSITY   (India)

Author keywords

Adsorption; Box Behnken design; Langmuir and Freundlich isotherm; Neem bark powder; Response surface methodology

Indexed keywords

ADSORPTION; AQUEOUS SOLUTION; BARK; CATION; CHROMIUM; EXPERIMENTAL DESIGN; ISOTHERM; NEEM; NUMERICAL MODEL; PH; POLLUTANT REMOVAL; REACTION KINETICS; REACTION RATE;

AZADIRACHTA INDICA;

EID: 84874336431     PISSN: 09441344     EISSN: 16147499     Source Type: Journal    
DOI: 10.1007/s11356-012-0981-2     Document Type: Article

References (82)

1. Agarwal GS, Bhuptawat HK, Chaudhari S (2006) Biosorption of aqueous chromium(VI) by Tamarindus indica seeds. Bioresour Technol 97: 949-956.
2. Ahalya N, Kanamadi RD, Ramachandra TV (2010) Removal of hexavalent chromium using coffee husk. Int J Environ Pollut 43(1-3): 106-116.
3. Ali I, Gupta VK (2007) Advances in water treatment by adsorption technology. Nat Protoc 1: 2661-2667.
4. Amini M, Younesi H, Bahramifar N, Lorestani AAZ, Ghorbani F, Daneshi A, Sharifzadeh M (2008) Application of response surface methodology for optimization of lead biosorption in an aqueous solution by Aspergillus niger. J Hazard Mater 154(1-3): 694-702.
5. Anandkumar J, Mandal B (2009) Removal of Cr(VI) from aqueous solution using Bael fruit (Aegle marmelos correa) shell as an adsorbent. J Hazard Mater 168(2-3): 633-640.
6. Ascher KRS (1993) Non conventional insecticidal effects of pesticides available from the Neem tree, Azadirachta indica. Arch Insect Biochem Physiol 22(3-4): 433-449.
7. Baik WY, Bae JH, Cho KW, Hartmeier W (2002) Biosorption of heavy metals using whole mold mycelia and parts thereof. Bioresour Technol 81(3): 167-170.
8. Belloto RJ Jr, Dean AM, Moustafa MA, Molokhia AM, Gouda MW, Sokoloski TD (1985) Statistical techniques applied to solubility predictions and pharmaceutical formulations: an approach to problem solving using mixture response surface methodology. Int J Pharm 23(2): 195-207.
9. Chabaane L, Tahiri S, Albizane A, El Krati M, Cervera ML, de la Guardia M (2011) Immobilization of vegetable tannins on tannery chrome shavings and their use for the removal of hexavalent chromium from contaminated water. Chem Eng J 174(1): 310-317.
10. Cimino G, Passerini A, Toscano G (2000) Removal of toxic cations and Cr(VI) from aqueous solution by hazelnut shell. Water Res 34(1): 2955-2962.
11. Dakiky M, Khamis M, Manassra A, Mer'eb M (2002) Selective adsorption of chromium(VI) in industrial wastewater using low-cost abundantly available adsorbents. Adv Environ Res 6: 533-540.
12. Davis TA, Volesky B, Mucci A (2003) A review of the biochemistry of heavy metal biosorption by brown algae. Water Res 37: 4311-4330.
13. Dubey SP, Gopal K (2007) Adsorption of chromium(VI) on low cost adsorbents derived from agricultural waste material: a comparative study. J Hazard Mater 145(3): 465-470.
14. Elangovan R, Philip L, Chandraraj K (2008) Biosorption of hexavalent and trivalent chromium by palm flower (Borassus aethiopum). Chem Eng J 141: 99-111.
15. Forsberg J, Nilsson L (2006) Evaluation of response surface methodologies used in crashworthiness optimization. Int J Impot Eng 32(5): 759-777.
16. Gao H, LiuY ZG, Xu W, Li T, Xia W (2008) Characterization of Cr(VI) removal from aqueous solutions by a surplus agricultural waste-rice straw. J Hazard Mater 150(2): 446-452.
17. Garg UK, Kaur MP, Sud D, Garg VK (2008) Removal of nickel(II) from aqueous solution by adsorption on agricultural waste biomass using a response surface methodological approach. Bioresour Technol 99(5): 1325-1331.
18. Gonen F, Aksu Z (2008) Use of response surface methodology (RSM) in the evaluation of growth and copper(II) bioaccumulation properties of Candida utilis in molasses medium. J Hazard Mater 154(1-3): 731-738.
19. Goyal RN, Gupta VK, Sangal A, Bachheti N (2005) Voltammetric determination of uric acid at a fullerene-C 60-modified glassy carbon electrode. Electroanalysis 17: 2217-2223.
20. Goyal RN, Gupta VK, Oyama M, Bachheti N (2007a) Voltammetric determination of adenosine and guanosine using fullerene-C60-modified glassy carbon electrode. Talanta 71: 1110-1117.
21. Goyal RN, Gupta VK, Oyama M, Bachheti N (2007b) Gold nanoparticles modified indium tin oxide electrode for the simultaneous determination of dopamine and serotonin: application in pharmaceutical formulations and biological fluids. Talanta 72: 976-983.
22. Goyal RN, Oyama M, Gupta VK, Singh SP, Sharma RA (2008) Sensors for 5-hydroxytryptamine and 5-hydroxyindole acetic acid based on nanomaterial modified electrodes. Sensors Actuators B Chem 134: 816-821.
23. Gupta VK, Ali I (2000) Utilisation of bagasse fly ash (a sugar industry waste) for the removal of copper and zinc from wastewater. Sep Purif Technol 18: 131-140.
24. Gupta VK, Ali I (2003) Removal of lead and chromium from wastewater using bagasse fly ash-a sugar industry waste. J Colloid Interface Sci 271: 321-328.
25. Gupta VK, Kumar P (1999) Cadmium(II)-selective sensors based on dibenzo-24-crown-8 in PVC matrix. Anal Chim Acta 389: 205-212.
26. Gupta VK, Rastogi A (2008a) Equilibrium and kinetic modelling of cadmium(II) biosorption by nonliving algal biomass Oedogonium sp. from aqueous phase. J Hazard Mater 153: 759-766.
27. Gupta VK, Rastogi A (2008b) Sorption and desorption studies of chromium(VI) from nonviable cyanobacterium Nostoc muscorum biomass. J Hazard Mater 154: 347-354.
28. Gupta VK, Rastogi A (2008c) Biosorption of lead(II) from aqueous solutions by non-living algal biomass Oedogonium sp. and Nostoc sp.-a comparative study. Colloids Surf B Biointerfaces 64(2): 170-178.
29. Gupta VK, Rastogi A (2008d) Biosorption of lead from aqueous solutions by green algae Spirogyra species: kinetics and equilibrium studies. J Hazard Mater 152(1): 407-414.
30. Gupta VK, Rastogi A (2009) Biosoprtion of hexavalent chromium by raw and acid-treated green alga Oedogonium hatei from aqueous solutions. J Hazard Mater 163: 396-402.
31. Gupta VK, Mohan D, Sharma S (1988) Removal of lead from wastewater using bagasse fly ash-a sugar industry waste material. Sep Sci Technol 33: 1331-1343.
32. Gupta VK, Rastogi A, Dwivedi MK, Mohan D (1997) Process development for the removal of zinc and cadmium from wastewater using slag-a Blast furnace waste material. Sep Sci Technol 32: 2883-2912.
33. Gupta VK, Mohan D, Sharma S, Park KT (1999a) Removal of chromium(VI) from electroplating industry wastewater using bagasse fly ash-a sugar industry waste material. Environmentalist 19: 129-136.
34. Gupta VK, Mangla R, Khurana U, Kumar P (1999b) Determination of uranyl ions using poly(vinyl chloride) based 4-tert-butylcalix[6]arene membrane sensor. Electroanalysis 11(8): 573-576.
35. Gupta VK, Srivastav SK, Tyagi R (2000) Design parameters for the treatment of phenolic wastes by carbon columns (obtained from fertilizer waste material). Water Res 34: 1543-1550.
36. Gupta VK, Gupta M, Sharma S (2001) Process development for the removal of lead and chromium from aqueous solutions using red mud-an aluminium industry waste. Water Res 35: 1125-1134.
37. Gupta VK, Mangla R, Agarwal S (2002) Pb (II) selective potentiometric sensor based on 4-tert-butylcalix[4]arene in PVC matrix. Electroanalysis 14: 1127-1132.
38. Gupta VK, Jain CK, Ali I, Sharma M, Sainia VK (2003) Removal of cadmium and nickel from wastewater using bagasse fly ash-a sugar industry waste. Water Res 37: 4038-4044.
39. Gupta VK, Ali I, Saini VK (2004) Removal of chlorophenols from wastewater using red mud: an aluminum industry waste. Environ Sci Technol 38(14): 4012-4018.
40. Gupta VK, Mittal A, Gajbe V, Mittal J (2006a) Removal and recovery of the hazardous azo dye acid orange 7 through adsorption over waste materials: bottom ash and de-oiled soya. Ind Eng Chem Res 45: 1446-1453.
41. Gupta VK, Mittal A, Kurup L, Mittal J (2006b) Adsorption of a hazardous dye, erythrosine, over hen feathers. J Colloid Interface Sci 304(1): 52-57.
42. Gupta VK, Jain AK, Kumar P, Agarwal S, Maheshwari G (2006c) Chromium(III)-selective sensor based on tri-o-thymotide in PVC matrix. Sensors Actuators B Chem 113(1): 182-186.
43. Gupta VK, Ali I, Saini VK (2007a) Adsorption studies on the removal of Vertigo Blue 49 and Orange DNA13 from aqueous solutions using carbon slurry developed from a waste material. J Colloid Interface Sci 315(1): 87-93.
44. 2 catalyst. J Colloid Interface Sci 309(2): 464-469.
45. Gupta VK, Jain R, Varshney S (2007c) Electrochemical removal of the hazardous dye Reactofix Red 3 BFN from industrial effluents, 2007. J Colloid Interface Sci 312(2): 292-296.
46. Gupta VK, Jain R, Varshney S (2007d) Removal of Reactofix golden yellow 3 RFN from aqueous solution using wheat husk-an agricultural waste. J Hazard Mater 142: 443-448.
47. Gupta VK, Singh AK, Gupta B (2007e) Schiff bases as cadmium(II) selective ionophores in polymeric membrane electrodes. Anal Chim Acta 583: 340-348.
48. Gupta VK, Al Khayat M, Singha AK, Pal MK (2009a) Nano level detection of Cd(II) using poly(vinyl chloride) based membranes of Schiff bases. Anal Chim Acta 634: 36-43.
49. Gupta VK, Goyal RN, Sharma RA (2009b) Novel PVC membrane based alizarin sensor and its application; determination of vanadium, zirconium and molybdenum. Int J Electrochem Sci 4: 156-172.
50. Gupta VK, Rastogi A, Nayak A (2010a) Adsorption studies on the removal of hexavalent chromium from aqueous solution using a low cost fertilizer industry waste material. J Colloid Interface Sci 342(1): 135-141.
51. Gupta VK, Carrott PJM, Ribeiro Carrott MML, Suhas TL (2010b) Low cost adsorbents: growing approach to wastewater treatment-a review. Crit Rev Environ Sci Technol 39: 783-842.
52. Gupta VK, Saleh TA, Ali I, Nayak A, Agarwal S (2012) Chemical treatment technologies for waste-water recycling-an overview. RSC Adv. doi: 10. 1039/C2RA20340E.
53. Hamadi NK, Chen XD, Farid MM, Lu MGQ (2001) Adsorption kinetics for the removal of chromium(VI) from aqueous solution by adsorbents derived from used tyres and sawdust. Chem Eng J 84(2): 95-105.
54. Hosea M, Greene B, McPherson R, Henzl M, Alexander MD, Darnall DW (1986) Accumulation of elemental gold on alga Chlorella vulgaris. Inorg Chim Acta 123(3): 161-165.
55. Jain AK, Gupta VK, Sahoo BB, Singh LP (1995) Copper(II)-selective electrodes based on macrocyclic compounds. Anal Proc Incl Anal Commun 32: 99-101.
56. 2+ ions based on 2-hydroxyacetophenoneoxime-thiourea-trioxan resin. Electroanalysis 9: 857-860.
57. Jain AK, Gupta VK, Singh LP, Khurana U (1997b) Macrocycle based membrane sensors for the determination of cobalt(II) ions. Analyst 122: 583-586.
58. Jain AK, Gupta VK, Singh LP, Raisoni JR (2006) A comparative study of Pb2+ selective sensors based on derivatized tetrapyrazole and calix[4]arene receptors. Electrochim Acta 51(12): 2547-2553.
59. Jain M, Garg VK, Kadirvelu K (2010) Equilibrium and kinetic studies for sequestration of Cr(VI) from simulated wastewater using sunflower waste biomass. J Hazard Mater 171: 328-334.
60. Kalathenos P, Baranyi J, Sutherland JP, Roberts TA (1995) A response surface study on the role of some environmental factors affecting the growth of Saccharomyces cerevisiae. Int J Food Microbiol 25(1): 63-74.
61. Karthikeyan T, Rajgopal S, Miranda LR (2005) Chromium(VI) adsorption from aqueous solution by Hevea Brasilinesis sawdust activated carbon. J Hazard Mater 124(1-3): 192-199.
62. King P, Anuradha K, Lahari SB, Kumar YP, Prasad VSRK (2008) Biosorption of zinc from aqueous solution using Azadirachta indica bark: equilibrium and kinetic studies. J Hazard Mater 152(1): 324-329.
63. Liyana-Pathirana C, Shahidi F (2005) Optimization of extraction of phenolic compounds from wheat using response surface methodology. Food Chem 93(1): 47-56.
64. Malkoc E, Nuhoglu Y, Abali Y (2006) Cr(VI) adsorption by waste acorn of Quercus ithaburensis in fixed beds: prediction of breakthrough curves. Chem Eng J 119(1): 61-68.
65. Mohanty K, Jha M, Biswas MN, Meikap BC (2005) Removal of chromium(VI) from dilute aqueous solutions by activated carbon developed from Terminalia arjuna nuts activated with zinc chloride. Chem Eng Sci 60(11): 3049-3059.
66. Myers RH, Montgomery DC (2001) Response surface methodology, 2nd edn. Wiley, New York.
67. Naiya TK, Chowdhury P, Bhattacharya AK, Das SK (2009) Saw dust and neem bark as low-cost natural biosorbent for adsorptive removal of Zn(II) and Cd(II) ions from aqueous solutions. Chem Eng J 148(1): 68-79.
68. Ngah WSW, Endud CS, Mayanar R (2002) Removal of copper(II) ions from aqueous solution onto chitosan and cross-linked chitosan beads. React Funct Polym 50(2): 181-190.
69. 2+ ions in industrial wastewater on Bacillus sp. Chem Eng J 85(2-3): 351-355.
70. Nuhoglu Y, Malkoc E, Gurses A, Canpolat N (2002) The removal of Cu(II) aqueous solutions by Ulothrix zonata. Bioresour Technol 85(3): 331-333.
71. Ozer A, Gurbuz G, Çalimli A, Korbahti BK (2008) Investigation of nickel(II) biosorption on Enteromorpha prolifera: optimization using response surface analysis. J Hazard Mater 152(2): 778-788.
72. Pehlivan E, Altun T (2008) Biosorption of chromium(VI) ion from aqueous solutions using walnut, hazelnut and almond shell. J Hazard Mater 155(1-2): 378-384.
73. Pehlivan E, Arslan G (2007) Removal of metal ions using lignite in aqueous solution-low cost biosorbents. Fuel Process Technol 88(1): 99-106.
74. Reddad Z, Gerente C, Andres Y, Ralet MC, Thibault JF, Cloirec PL (2002) Ni(II) and Cu(II) binding properties of native and modified sugar beet pulp. Carbohydr Polym 49(1): 23-31.
75. Saleh TA, Gupta VK (2012) Column with CNT/magnesium oxide composite for lead(II) removal from water. Environ Sci Pollut Res. doi: 10. 1007/s11356-011-0670-6.
76. Sarin V, Pant KK (2006) Removal of chromium from industrial waste by using eucalyptus bark. Bioresour Technol 97: 15-20.
77. Sharma DC, Forster CF (1994) A preliminary examination into the adsorption of hexavalent chromium using low-cost adsorbents. Bioresour Technol 47(3): 257-264.
78. Singh AK, Gupta VK, Gupta B (2007) Chromium(III) selective membrane sensors based on Schiff bases as chelating ionophores. Anal Chim Acta 585(1): 171-178.
79. Srivastava SK, Gupta VK, Dwivedi MK, Jain S (1995) Caesium PVCCrown (dibenzo-24-crown-8) based membrane sensor. Anal Proc Incl Anal Commun 32: 21-23.
80. Srivastava SK, Gupta VK, Mohan D (1997) Removal of lead and chromium by activated slag-a blast-furnace waste. J Environ Eng 123: 461-468.
81. Vieira MGA, Oisiovici RM, Gimenes ML, Silva MGC (2008) Biosorption of chromium(VI) using a Sargassum sp. packed-bed column. Bioresour Technol 99(8): 3094-3099.
82. Zurera-Cosano G, García-Gimeno RM, Rodríguez-Pérez R, Hervás-Martínez C (2006) Performance of response surface model for prediction of Leuconostoc mesenteroides growth parameters under different experimental conditions. Food Control 17(6): 429-438.