Artificial Neural Network (ANN) Method for Modeling of Sunset Yellow Dye Adsorption Using Nickel Sulfide Nanoparticle Loaded on Activated Carbon: Kinetic and Isotherm Study

Journal of Dispersion Science and Technology

Volumn 36, Issue 9, 2015, Pages 1339-1348

  Ghaedi, M ^a   Zeinali, N ^a   Maghsoudi, M ^a   Purkait, M K ^b  

^a YASOUJ UNIVERSITY   (Iran)

^b INDIAN INSTITUTE OF TECHNOLOGY GUWAHATI   (India)

Author keywords

Artificial neural network; kinetic and isotherm study; modeling; nickel sulfide nanoparticle; sunset yellow

Indexed keywords

ACTIVATED CARBON; ADSORPTION; FEEDFORWARD NEURAL NETWORKS; ISOTHERMS; KINETICS; MEAN SQUARE ERROR; MODELS; NANOPARTICLES; NEURAL NETWORKS; NICKEL SULFATES; SCANNING ELECTRON MICROSCOPY; SULFUR COMPOUNDS; X RAY POWDER DIFFRACTION;

ADSORPTION CAPACITIES; DETERMINATION COEFFICIENTS; ISOTHERM STUDIES; MINIMUM MEAN SQUARE ERRORS; MULTILAYER FEEDFORWARD NEURAL NETWORKS; NICKEL SULFIDE NANOPARTICLES; PSEUDO SECOND ORDER RATE MODEL; SUNSET YELLOWS;

MULTILAYER NEURAL NETWORKS;

EID: 84927796019     PISSN: 01932691     EISSN: 15322351     Source Type: Journal    
DOI: 10.1080/01932691.2014.964359     Document Type: Article

References (34)

1. Hao, O.J., Kim, H., and Chiang, P.C. (2000) Crit. Rev. Environ. Sci. Technol., 30: 449–505.
2. Nandi, B.K., Goswami, A., and Purkait, M.K. (2009) J. Hazard. Mater., 161: 387–395.
3. Janaki, V., Vijayaraghavan, K., Ramasamy, A.K., Lee, K.-J., Oh, B.-T., and Kamala-Kannan, S. (2012) J. Hazard. Mater., 241–242: 110–117.
4. Ghaedi, M. (2012) Spectrochim. Acta A, 94: 346–351.
5. Al-Degs, Y., Khraisheh, M.A.M., Allen, S.J., Ahmad, M.N., and Walker, G.M. (2007) Chem. Eng. J., 128: 163–167.
6. Moreira, R.F., Kuhen, N.C., and Peruch, M.C. (1998) Lat. Am. Appl. Res., 28: 37–41.
7. Wu, C., Song, M., Jin, B., Wu, Y., Zhong, Z., and Huang, Y. (2013) J. Anal. Appl. Pyrolysis, 99: 137–142.
8. Ramesha, G.K., Vijaya Kumara, A., Muralidhara, H.B., and Sampth, S. (2011) J. Colloid Interface Sci., 361: 270–277.
9. Dutta, S., Parsons, S.A., Bhattacharjee, C., Bandhyopadhyay, S., and Datta, S. (2010) Exp. Syst. Appl., 37: 8634–8638.
10. Elemen, S., Kumbasar, E. P.A., and Yapa, S. (2012) Dyes Pigm., 95: 102–111.
11. Sahraei, R., Daneshfar, A., Goudarzi, A., Abbasi, S., Majles Ara, M.H., and Rahimi, F. (2013) J. Mater. Sci. Mater. Electron., 24: 260–266.
12. Goudarzi, A., Motedayen Aval, G., Park, S.S., Choi, M.C., Sahraei, R., Habib Ullah, M., Avane, A., and Ha, C.S. (2009) Chem. Mater., 21: 2375–2385.
13. Pramanik, P. and Biswas, S. (1986) J. Solid State Chem., 65: 145–147.
14. Sahraei, R., Motedayen Aval, G., and Goudarzi, A. (2008) J. Alloys Compd,. 466: 488–492.
15. Salari, D., Niaei, A., Khataee, A., and Zarei, A. (2009) J. Electroanal. Chem., 629: 117–125.
16. Afkhami, A. and Moosavi, R. (2010) J. Hazard. Mater., 174: 398–403.
17. Dabrowski, A. (2001) Adv. Colloid Interface Sci., 93: 135–224.
18. Garg, V.K., Kumar, R., and Gupta, R. (2004) Dyes Pigm., 62: 1–10.
19. Das, S.K., Bhowal, J., Das, A.R., and Guha, A.K. (2006) Langmuir, 22: 7265–7272.
20. Ghaedi, M., Nejati Biyareh, M., Nasiri Kokhdan, S., Shamsaldini, S.H., Sahraei, R., Daneshfar, A., and Shahriyar, S. (2012) Mater. Sci. Eng. C 32: 725–734.
21. Dogan, M., Alkan, M., and Onganer, Y. (2000) Water Air Soil Pollut., 120: 229–249.
22. Freundlich, H. M.F. (1906) Z. Phys. Chem., 57: 385–470.
23. Aharoni, C., Sparks, D.L., Levinson, S., and Ravina, I. (1991) Soil Sci. Soc. Am. J., 55: 1307–1312.
24. Wang, X.S. and Qin, Y. (2005) Process Biochem., 40: 677–680.
25. Radushkevich, L.V. (1949) Zh. Fiz. Khim., 23: 1410–1420.
26. Dubinin, M.M. and Radushkevich, L.V. (1947) Chem. Zentralbl., 1: 875.
27. Ho, Y.S. and Ofomaja, A.E. (2005) Process Biochem., 40: 3455–3461.
28. Kundu, S. and Gupta, A.K. (2006) Colloid Surf. A Physicochem. Eng. Aspects, 273: 121–128.
29. Lagergren, S. (1898) Handlingar, 24: 1–39.
30. Ghaedi, M., Sadeghian, B., Amiri Pebdani, A., Sahraei, R., Daneshfar, A., and Duran, C. (2012) Chem. Eng. J., 187: 133–141.
31. Ho, Y.S. and McKay, G. (2000) Water Res., 34: 735–742.
32. McKay, G. (1983) Chem. Eng. J., 27: 187–195.
33. Ghaedi, M., Hossainian, H., Montazerozohori, M., Shokrollahi, A., Shojaipour, F., Soylak, M., and Purkait, M. (2011) Desalination, 281: 226–233.
34. Santhi, T., Manonmani, S., and Smitha, T. (2010) J. Hazard. Mater., 179: 178–186.