Removal of molybdenum using silver nanoparticles from water samples: Particle swarm optimization.artificial neural network

Mostafa Khajeh; Kamran Dastafkan

Journal of Industrial and Engineering Chemistry, Vol.20, No.5, 3014-3018, September, 2014

DOI10.1016/j.jiec.2013.11.036 Export Citation

Removal of molybdenum using silver nanoparticles from water samples: Particle swarm optimization.artificial neural network

Mostafa Khajeh^†, and Kamran Dastafkan

Department of Chemistry, University of Zabol, Zabol, Iran

E-mail:

In this study, a simple and fast method for preconcentration and determination of trace amount of molybdenum from water samples was developed by silver nanoparticles based solid-phase extraction method and UV-vis spectrophotometry. Hybrid of artificial neural network-particle swarm optimiza-tion (ANN-PSO) has been used to develop predictive models for simulation and optimization of solid phase extraction method. Under the optimum conditions, the detection limit and relative standard deviation were 11 μg L-1 and < 3.9%, respectively. The pre-concentration factor of this method was 50. The method was applied to preconcentration and determination of molybdenum from water samples.

Keywords:Molybdenum;Silver nanoparticles;Artificial neural network;Particle swarm optimization

[References]

Sun YC, Mierzwa J, Lan CR, Talanta, 52, 417 (2000)
Hoshi S, Konuma K, Sugawara K, Uto M, Akatsuka K, Talanta, 44, 1473 (1997)
Micic RJ, Simonovic RM, Petkovic BB, J. Anal. Sci., 22, 793 (2006)
Tunceli A, Turker AR, Microchim. Acta, 144, 69 (2004)
Gao Z, Siow KS, Talanta, 43, 719 (1996)
Lubal P, Koprivova H, Sedo O, Havel J, Lis S, But S, Talanta, 69, 800 (2006)
Okutani T, Noshiro K, Sakurgawa A, Anal. Sci., 14, 621 (1998)
Luong ET, Houk RS, Serfass RE, J. Anal. Atomic Spectrom., 12, 703 (1997)
Danzaki Y, Wagatsuma K, Syoji T, Yoshimi K, Fresenius J. Anal. Chem., 369, 184 (2001)
Capitan F, Palencia GS, Navalon A, Vallvey LFC, Vilchez JL, Analy. Chim. Acta, 259, 345 (1992)
Reddy SA, Reddy KJ, Narayana SL, Rao YS, Ramachandraiah C, Reddy AV, Food Anal. Methods, 2, 141 (2009)
Fraga ICS, Farias PAM, Ohara AK, Fresenius J. Anal. Chem., 366, 307 (2000)
Afkhami A, Conway BE, J. Colloid Interface Sci., 251, 248 (2003)
Xu N, Christodoulatos C, Braida W, Chemosphere, 62, 1726 (2006)
Ryden JC, Syers JK, Tillman RW, J. Soil Sci., 38, 211 (1987)
Faghihian H, Malekpour A, Maragheh MG, Int. J. Environ. Pollut., 18, 181 (2002)
Bostick BC, Fendorf S, Helz GR, Environ. Sci. Technol., 37, 285 (2003)
Wu CH, Lo SL, Lin CF, Colloids Surf. A: Physicochem. Eng. Asp., 166, 251 (2000)
Afkhami A, Norooz-Asl R, Colloids Surf. A: Physicochem. Eng. Asp., 346, 52 (2009)
Zhang SJ, Li XY, Chen JP, Carbon, 48, 60 (2010)
Khajeh M, Int. J. Environ. Anal. Chem., 89, 479 (2009)
Desai KM, Vaidya BK, Singhal RS, Bhagwat SS, Process Biochem., 39, 2193 (2004)
Khajeh M, Kaykhaii M, Sharafi A, J. Ind. Eng. Chem., 19(5), 1624 (2013)
Khajeh M, Dastafkan K, J. Appl. Spectrosc., 79, 788 (2012)
Khajeh M, Moghaddam MG, Shakeni M, J. Supercrit. Fluids, 69, 91 (2012)
Kennedy J, Eberhart RC, Shi Y, Swarm Intelligence, Morgan Kaufmann Publishers, New York, 2001p. 141.
Che ZH, Comput. Ind. Eng., 58, 625 (2010)
Kennedy J, Spears MW, Proc. IEEE Conf. Evol. Comput., 19, 78 (1998)
Khajeh M, Food Chem., 129, 1832 (2011)

[Referenced By]

[1] Sun YC, Mierzwa J, Lan CR, Talanta, 52, 417 (2000)

[2] Hoshi S, Konuma K, Sugawara K, Uto M, Akatsuka K, Talanta, 44, 1473 (1997)

[3] Micic RJ, Simonovic RM, Petkovic BB, J. Anal. Sci., 22, 793 (2006)

[4] Tunceli A, Turker AR, Microchim. Acta, 144, 69 (2004)

[5] Gao Z, Siow KS, Talanta, 43, 719 (1996)

[6] Lubal P, Koprivova H, Sedo O, Havel J, Lis S, But S, Talanta, 69, 800 (2006)

[7] Okutani T, Noshiro K, Sakurgawa A, Anal. Sci., 14, 621 (1998)

[8] Luong ET, Houk RS, Serfass RE, J. Anal. Atomic Spectrom., 12, 703 (1997)

[9] Danzaki Y, Wagatsuma K, Syoji T, Yoshimi K, Fresenius J. Anal. Chem., 369, 184 (2001)

[10] Capitan F, Palencia GS, Navalon A, Vallvey LFC, Vilchez JL, Analy. Chim. Acta, 259, 345 (1992)

[11] Reddy SA, Reddy KJ, Narayana SL, Rao YS, Ramachandraiah C, Reddy AV, Food Anal. Methods, 2, 141 (2009)

[12] Fraga ICS, Farias PAM, Ohara AK, Fresenius J. Anal. Chem., 366, 307 (2000)

[13] Afkhami A, Conway BE, J. Colloid Interface Sci., 251, 248 (2003)

[14] Xu N, Christodoulatos C, Braida W, Chemosphere, 62, 1726 (2006)

[15] Ryden JC, Syers JK, Tillman RW, J. Soil Sci., 38, 211 (1987)

[16] Faghihian H, Malekpour A, Maragheh MG, Int. J. Environ. Pollut., 18, 181 (2002)

[17] Bostick BC, Fendorf S, Helz GR, Environ. Sci. Technol., 37, 285 (2003)

[18] Wu CH, Lo SL, Lin CF, Colloids Surf. A: Physicochem. Eng. Asp., 166, 251 (2000)

[19] Afkhami A, Norooz-Asl R, Colloids Surf. A: Physicochem. Eng. Asp., 346, 52 (2009)

[20] Zhang SJ, Li XY, Chen JP, Carbon, 48, 60 (2010)

[21] Khajeh M, Int. J. Environ. Anal. Chem., 89, 479 (2009)

[22] Desai KM, Vaidya BK, Singhal RS, Bhagwat SS, Process Biochem., 39, 2193 (2004)

[23] Khajeh M, Kaykhaii M, Sharafi A, J. Ind. Eng. Chem., 19(5), 1624 (2013)

[24] Khajeh M, Dastafkan K, J. Appl. Spectrosc., 79, 788 (2012)

[25] Khajeh M, Moghaddam MG, Shakeni M, J. Supercrit. Fluids, 69, 91 (2012)

[26] Kennedy J, Eberhart RC, Shi Y, Swarm Intelligence, Morgan Kaufmann Publishers, New York, 2001p. 141.

[27] Che ZH, Comput. Ind. Eng., 58, 625 (2010)

[28] Kennedy J, Spears MW, Proc. IEEE Conf. Evol. Comput., 19, 78 (1998)

[29] Khajeh M, Food Chem., 129, 1832 (2011)