Artificial neural network (ANN) approach for modeling of Cr(VI) adsorption from aqueous solution by zeolite prepared from raw fly ash (ZFA)

Journal of Industrial and Engineering Chemistry

Volumn 19, Issue 3, 2013, Pages 1044-1055

  Asl, SeyedMostafa Hosseini ^a   Ahmadi, Maral ^b   Ghiasvand, Mohamad ^b   Tardast, Ali ^c   Katal, Reza ^d  

^a ISLAMIC AZAD UNIVERSITY   (Iran)

^b ISLAMIC AZAD UNIVERSITY   (Iran)

^c BABOL NOSHIRVANI UNIVERSITY OF TECHNOLOGY   (Iran)

^d TARBIAT MODARES UNIVERSITY   (Iran)

Author keywords

ANN; Ash; Cr(VI); Isotherm; Kinetic; Thermodynamic

Indexed keywords

ADSORPTION EFFICIENCY; ANN; MODELING AND SIMULATION; OPERATIONAL PARAMETERS; PSEUDO SECOND ORDER; REMOVAL EFFICIENCIES; SORPTION CAPACITIES; THERMODYNAMIC PARAMETER;

ASHES; CHROMIUM COMPOUNDS; COMPUTER SIMULATION; FLY ASH; ISOTHERMS; KINETICS; NEURAL NETWORKS; THERMODYNAMICS;

ADSORPTION;

EID: 84875243603     PISSN: 1226086X     EISSN: 22345957     Source Type: Journal    
DOI: 10.1016/j.jiec.2012.12.001     Document Type: Article

References (62)

1. Bishnoi N., Bajaj M., Sharma N., Gupta A. Bioresource Technology 2004, 91:305.
2. García M.L., Lodeiro P., Herrero R., de Vicente M.E.S. Journal of Industrial and Engineering Chemistry 2012, 18(4):1370.
3. Chang Y.Y., Lim J.W., Yang J.K. Journal of Industrial and Engineering Chemistry 2012, 18(1):188.
4. Mitra P., Sarkar D., Chakrabarti S., Dutta B.K. Chemical Engineering Journal 2011, 171:54.
5. Deng B., Alan T.S. Environmental Science and Technology 1996, 30:2484.
6. Ai Z., Cheng Y., Zhang L., Qiu J. Environmental Science and Technology 2008, 42:6955.
7. EPA, Technical Report: EPA/625/R-00/005, Washington (2000).
8. Aksu Z., Gönen F., Demircan Z. Process Biochemistry 2002, 38:175.
9. Malkoc E., Nuhoglu Y., Dundar M. Journal of Hazardous Materials 2006, 138:142.
10. Hsu N.H., Wang S.L., Lin Y.C., Sheng G.D., Lee J.F. Environmental Science and Technology 2009, 43(23):8801.
11. Verma A., Chakraborty S., Basu J.K. Separation and Purification Technology 2006, 50:336.
12. Molina A., Poole C. Minerals Engineering 2004, 17:167.
13. Querol X., Moreno N., Umana J.C., Alastuey A., Hernandez E., LopezSoler A., Plana F. International Journal of Coal Geology 2002, 50:413.
14. Terzano R., Spagnuolo M., Medici L., Vekemans B., Vincze L., Janssens K., Ruggiero P. Environmental Science and Technology 2005, 39(16):6280.
15. Xu H., Van Deventer J.S.J. International Journal of Mineral Processing 2000, 59:247.
16. Phair J.W., van Deventer J.S.J., Smith J.D. Applied Geochemistry 2004, 19:423.
17. Van Jaarsveld J.G.S., Van Deventer J.S.J., Schwartzman A. Minerals Engineering 1999, 12:75.
18. Chang H.L., Chun C.M., Aksay I.A., Shih W.H. Industrial and Engineering Chemistry Research 1999, 38:973.
19. Kumar P., Mal N., Oumi Y., Yamana K., Sano T. Journal of Materials Chemistry 2011, 11:3285.
20. Yetilmezsoy K., Demirel S. Journal of Hazardous Materials 2008, 153:1288.
21. Fagundes-Klen M.R., Ferri P., Martins T.D., Tavares C.R.G., Silva E.A. Biochemical Engineering Journal 2007, 34:136.
22. Daneshvar N., Khataee A.R., Djafarzadeh N. Journal of Hazardous Materials 2006, 137:1788.
23. Turan N.G., Mesci B., Ozgonenel O. Chemical Engineering Journal 2011, 171:1091.
24. Chairez I., Garcia-Pena I., Cabrera A. Journal of Process Control 2009, 19:1103.
25. Rene E.R., Veiga M.C., Kennes C. Journal of Chemical Technology and Biotechnology 2009, 84:941.
26. Elias A., Ibarra-Berastegi G., Arias R., Barona A. Bioprocess and Biosystems Engineering 2006, 29:129.
27. Movagharnejad K., Nikzad M. Computers and Electronics in Agriculture 2007, 59:78.
28. Sadrzadeh M., Mohammadi T., Ivakpour J., Kasiri N. Chemical Engineering Journal 2008, 144:431.
29. Fan Y., Zhang F.S., Feng Y. Journal of Hazardous Materials 2008, 159:313.
30. El-Naggar M.R., El-Kamash A.M., El-Dessouky M.I., Ghonaim A.K. Journal of Hazardous Materials 2008, 154:963.
31. Elizalde-Gonzalez M.P., Mattusch J., Wennrich R., Morgenstern P. Microporous and Mesoporous Materials 2001, 46:277.
32. Boonamnuayvitaya V., Chaiya C., Tanthapanichakoon W., Jarudilokkul S. Separation and Purification Technology 2004, 35:11.
33. Shoval S. Optical Materials 2003, 24:117.
34. Jimenez A.F., Palomo A. Microporous and Mesoporous Materials 2005, 86:207.
35. Mohan S., Gandhimathi R. Journal of Hazardous Materials 2009, 169:351.
36. Pahlavanzadeh H., Katal R., Mohammadi H. Journal of Industrial and Engineering Chemistry 2012, 18:948.
37. Wingenfelder U., Hansen C., Furrer G., Schulin R. Environmental Science and Technology 2005, 39:4606.
38. Senthilkumaar S., Varadarajan P.R., Porkodi K., Subbhuraam C.V. Journal of Colloid and Interface Science 2005, 284:78.
39. Han X., Wang W., Ma X. Chemical Engineering Journal 2011, 171:1.
40. Katal R., Zare H., Rahmati H.T., Najafpour Darzi G. Environmental Engineering and Management Journal 2012, 11:857.
41. Aghav R.M., Sunil Kumar S.N., Mukherjee Journal of Hazardous Materials 2011, 188:67.
42. Ugurlu M. Microporous and Mesoporous Materials 2009, 119:276.
43. Katal R., Sefti M.V., Jafari M., Saeedi A.H., Sharifian M. Journal of Industrial and Engineering Chemistry 2012, 18(1):230.
44. Nandi B.K., Goswami A., Purkait M.K. Applied Clay Science 2009, 42:583.
45. Qin Q.d., Ma J., Liu K. Journal of Hazardous Materials 2009, 162:133.
46. Lagergren S. Handlingar 1898, 24:1.
47. Sag Y., Aktay Y. Biochemical Engineering Journal 2002, 12:143.
48. Bhattacharya A.K., Naiya T.K., Mandal S.N., Das S.K. Chemical Engineering Journal 2008, 137:529.
49. Aydi{dotless}n Y.A., Aksoy N.D. Chemical Engineering Journal 2009, 151:188.
50. Katal R., Hasani E., Farnam M., Sharfizadeh M., Ghayyam M.A. Journal of Chemical and Engineering Data 2012, 57:374.
51. Azizian S.J. Journal of Colloid and Interface Science 2004, 276:47.
52. Omraei M., Esfandian H., Katal R., Ghorbani M. Desalination 2011, 271(1-3):248.
53. Cheung W.H., Szeto Y.S., McKay G. Bioresource Technology 2007, 98:2897.
54. Morris W.J., Weber C.I. Journal of the Sanitary Engineering Division, ASCE 1963, 89:31.
55. Yang X.Y., Otto S.R., Bushra A.D. Journal of Chemical Engineering 2003, 94:199.
56. Yang X.Y., Bushra A.D. Journal of Chemical Engineering 2001, 83:15.
57. Febrianto J., Kosasih A.N., Sunarso J., Ju Y.H., Indraswati N., Ismadji S. Journal of Hazardous Materials 2009, 162:616.
58. Dubinin M.M., Radushkevich L.V. Proceedings of the Academy of Sciences of the USSR, Physical Chemistry Section 1947, 55:331.
59. Katal R., Sharifzadeh Baei M., Rahmati H.T., Esfandian H. Journal of Industrial and Engineering Chemistry 2012, 18:295.
60. Katal R., Vafaie Sefti M., Jafari M., Saeedi Dehaghani A.H., Sharifian S., Ghayyem M.A. Journal of Industrial and Engineering Chemistry 2012, 18:230.
61. El Nemr A., Khaled A., Abdelwahab O., El-Sikaily A. Journal of Hazardous Materials 2008, 152:263.
62. Gupta V.K., Jain R., Siddiqui M.N., Saleh T.A., Agarwal S., Malati S., Pathak D. Journal of Chemical and Engineering Data 2010, 55(11):5225.