메뉴 건너뛰기




Volumn 20, Issue 5, 2013, Pages 3322-3330

Application of artificial neural network for prediction of Pb(II) adsorption characteristics

Author keywords

Adsorption; Backpropagation; Levenberg Marquardt algorithm; Neurons; Normalization; Transfer function

Indexed keywords

ACTIVATED CARBON; ADSORPTION; ALGORITHM; DATA SET; ERROR ANALYSIS; EXPERIMENTAL STUDY; LEAD; MICROWAVE IMAGERY; NUMERICAL MODEL; PARAMETERIZATION; REMOVAL EXPERIMENT; WOOD;

EID: 84876697297     PISSN: 09441344     EISSN: 16147499     Source Type: Journal    
DOI: 10.1007/s11356-012-1245-x     Document Type: Article
Times cited : (18)

References (30)
  • 1
    • 34249091993 scopus 로고    scopus 로고
    • Md, Chaboka A, Asadpour-Zeynalib K (2007) Study of acid orange 7 removal from aqueous solutions by powdered activated carbon and modeling of experimental results by artificial neural network
    • Aber S, Daneshvar N, Soroureddin S (2007) Md, Chaboka A, Asadpour-Zeynalib K (2007) Study of acid orange 7 removal from aqueous solutions by powdered activated carbon and modeling of experimental results by artificial neural network. Desalination 211: 87-95.
    • (2007) Desalination , vol.211 , pp. 87-95
    • Aber, S.1    Daneshvar, N.2    Soroureddin, S.3
  • 3
    • 0141924587 scopus 로고    scopus 로고
    • Removal of hexavalent chromium from wastewater using a new composite chitosan biosorbent
    • Boddu VM, Abburi K, Talbott JL, Smith JD (2003) Removal of hexavalent chromium from wastewater using a new composite chitosan biosorbent. Environ Sci Technol 37: 4449-4456.
    • (2003) Environ Sci Technol , vol.37 , pp. 4449-4456
    • Boddu, V.M.1    Abburi, K.2    Talbott, J.L.3    Smith, J.D.4
  • 5
    • 0026359440 scopus 로고
    • Removal of lead by vermiculite medium
    • Das NC, Bandyopadhyay M (1991) Removal of lead by vermiculite medium. Appl Clay Sci 6: 221-231.
    • (1991) Appl Clay Sci , vol.6 , pp. 221-231
    • Das, N.C.1    Bandyopadhyay, M.2
  • 6
    • 33847253392 scopus 로고    scopus 로고
    • Comparison of general rate model with a new model-artificial neural network model in describing chromatographic kinetics of solanesol adsorption in packed column by macroporous resins
    • Du X, Yuan Q, Zhao J, Li Y (2007) Comparison of general rate model with a new model-artificial neural network model in describing chromatographic kinetics of solanesol adsorption in packed column by macroporous resins. J Chromatogr A 1145(1-2): 165-174.
    • (2007) J Chromatogr A , vol.1145 , Issue.1-2 , pp. 165-174
    • Du, X.1    Yuan, Q.2    Zhao, J.3    Li, Y.4
  • 8
    • 39749177102 scopus 로고    scopus 로고
    • Biosorption of lead from aqueous solutions by green algae spirogyra species: kinetics and equilibrium studies
    • Gupta VK, Rastogi A (2008) Biosorption of lead from aqueous solutions by green algae spirogyra species: kinetics and equilibrium studies. J Hazard Mater 152: 407-414.
    • (2008) J Hazard Mater , vol.152 , pp. 407-414
    • Gupta, V.K.1    Rastogi, A.2
  • 9
    • 80051597988 scopus 로고    scopus 로고
    • Microwave assisted preparation of efficient activated carbon from grapevine rhytidome for the removal of methyl violet from aqueous solution
    • Hejazifar M, Azizian S, Sarikhani H, Li O, Zhao D (2011) Microwave assisted preparation of efficient activated carbon from grapevine rhytidome for the removal of methyl violet from aqueous solution. J Anal Appl Pyrol 92: 258-266.
    • (2011) J Anal Appl Pyrol , vol.92 , pp. 258-266
    • Hejazifar, M.1    Azizian, S.2    Sarikhani, H.3    Li, O.4    Zhao, D.5
  • 10
    • 84948495968 scopus 로고
    • Effects of acylation and crosslinking on the material properties and cadmium ion adsorption capacity of porous chitosan beads
    • Hsien TY, Rorrer GL (1995) Effects of acylation and crosslinking on the material properties and cadmium ion adsorption capacity of porous chitosan beads. Sep Sci Technol 30: 2455-2475.
    • (1995) Sep Sci Technol , vol.30 , pp. 2455-2475
    • Hsien, T.Y.1    Rorrer, G.L.2
  • 11
    • 79959944003 scopus 로고    scopus 로고
    • Comparative study on characterization of activated carbons prepared by microwave and conventional heating methods and application in removal of oxytetracycline (OTC)
    • Huang L, Sun Y, Wang W, Yue Q, Yanga T (2011) Comparative study on characterization of activated carbons prepared by microwave and conventional heating methods and application in removal of oxytetracycline (OTC). Chem Eng J 171(3): 1446-1453.
    • (2011) Chem Eng J , vol.171 , Issue.3 , pp. 1446-1453
    • Huang, L.1    Sun, Y.2    Wang, W.3    Yue, Q.4    Yanga, T.5
  • 12
    • 61449128394 scopus 로고    scopus 로고
    • Modelling the solid-liquid adsorption processes using artificial neural networks trained by pseudo second order kinetics
    • Kumar KV, Porkodi K (2009) Modelling the solid-liquid adsorption processes using artificial neural networks trained by pseudo second order kinetics. Chem Eng J 148(1): 20-25.
    • (2009) Chem Eng J , vol.148 , Issue.1 , pp. 20-25
    • Kumar, K.V.1    Porkodi, K.2
  • 13
    • 33846105943 scopus 로고    scopus 로고
    • Determination of the adsorptive capacity and adsorption misotherm of vapor-phase mercury chloride on powdered activated carbon using thermo gravimetric analysis
    • Lin HY, Yuan CS, Chen WC (2006) Determination of the adsorptive capacity and adsorption misotherm of vapor-phase mercury chloride on powdered activated carbon using thermo gravimetric analysis. J Air Waste Manage Assoc 56: 1550-1557.
    • (2006) J Air Waste Manage Assoc , vol.56 , pp. 1550-1557
    • Lin, H.Y.1    Yuan, C.S.2    Chen, W.C.3
  • 14
    • 3142780207 scopus 로고    scopus 로고
    • Mercury sorption from aqueous solution by chelating ion exchange resins, activated carbon and a biosorbent
    • Lioyd-Jones PL, Rangel-Mendez JR, Streat M (2004) Mercury sorption from aqueous solution by chelating ion exchange resins, activated carbon and a biosorbent. Process Saf Environ Protect 82: 301-311.
    • (2004) Process Saf Environ Protect , vol.82 , pp. 301-311
    • Lioyd-Jones, P.L.1    Rangel-Mendez, J.R.2    Streat, M.3
  • 15
    • 76449121903 scopus 로고    scopus 로고
    • Preparation and characterization of activated carbon from bamboo by microwave-induced phosphoric acid activation
    • Liu QS, Zheng T, Wang P, Guo L (2010) Preparation and characterization of activated carbon from bamboo by microwave-induced phosphoric acid activation. Ind Crop Prod 31: 233-238.
    • (2010) Ind Crop Prod , vol.31 , pp. 233-238
    • Liu, Q.S.1    Zheng, T.2    Wang, P.3    Guo, L.4
  • 18
    • 1542329045 scopus 로고    scopus 로고
    • Lead poisoning
    • Needleman H (2004) Lead poisoning. Annual Rev Med 55: 209-222.
    • (2004) Annual Rev Med , vol.55 , pp. 209-222
    • Needleman, H.1
  • 20
    • 64049085232 scopus 로고    scopus 로고
    • Lead poisoning: using transdisciplinary approaches to solve an ancient problem
    • Pokras MA, Kneeland MR (2008) Lead poisoning: using transdisciplinary approaches to solve an ancient problem. Eco Health 5(3): 379-385.
    • (2008) Eco Health , vol.5 , Issue.3 , pp. 379-385
    • Pokras, M.A.1    Kneeland, M.R.2
  • 23
    • 78349310718 scopus 로고    scopus 로고
    • Removal of Pb(II)from aqueous solution by a new biosorption material by immobilizing cyanex 272 in cornstalks
    • Shao W, Chen L, Lu L, Luo F (2011) Removal of Pb(II)from aqueous solution by a new biosorption material by immobilizing cyanex 272 in cornstalks. Desalination 265: 177-183.
    • (2011) Desalination , vol.265 , pp. 177-183
    • Shao, W.1    Chen, L.2    Lu, L.3    Luo, F.4
  • 24
    • 0027329708 scopus 로고
    • Use of aquatic plants for the removal of heavy metals from waste waters
    • Srivastav RK, Gupta SK, Nigam KDP, Vasudevan P (1993) Use of aquatic plants for the removal of heavy metals from waste waters. Int J Environ Stud 45(1): 43-50.
    • (1993) Int J Environ Stud , vol.45 , Issue.1 , pp. 43-50
    • Srivastav, R.K.1    Gupta, S.K.2    Nigam, K.D.P.3    Vasudevan, P.4
  • 25
    • 0036718394 scopus 로고    scopus 로고
    • Lead removal from synthetic leachate matrices by a novel ion-exchange material
    • Street J, Kenneth W, Hovanitz SE, Sulan C (2002) Lead removal from synthetic leachate matrices by a novel ion-exchange material. J Air Waste Manage Assoc 52: 1075-1082.
    • (2002) J Air Waste Manage Assoc , vol.52 , pp. 1075-1082
    • Street, J.1    Kenneth, W.2    Hovanitz, S.E.3    Sulan, C.4
  • 26
    • 33749592361 scopus 로고    scopus 로고
    • Mesopore control of high surface area NaOH-activated carbon
    • Tseng RL (2006) Mesopore control of high surface area NaOH-activated carbon. J Coll Interf Sci 303(2): 494-502.
    • (2006) J Coll Interf Sci , vol.303 , Issue.2 , pp. 494-502
    • Tseng, R.L.1
  • 28
    • 84857642948 scopus 로고    scopus 로고
    • Regeneration of microwave assisted spent activated carbon: process optimization, adsorption isotherms and kinetics
    • Xin-hui D, Srinivasakannan C, Qu WW, Xin W, Jin-hui P, Li-bo Z (2012) Regeneration of microwave assisted spent activated carbon: process optimization, adsorption isotherms and kinetics. Chem Eng Process 53: 53-62.
    • (2012) Chem Eng Process , vol.53 , pp. 53-62
    • Xin-Hui, D.1    Srinivasakannan, C.2    Qu, W.W.3    Xin, W.4    Jin-Hui, P.5    Li-Bo, Z.6
  • 30
    • 84876714980 scopus 로고    scopus 로고
    • Process optimization studies of lead (Pb(II)) biosorption onto immobilized cells of Pycnoporus sanguineus using response surface methodology
    • Yus Azila Y, Mashitah MD, Bhatia S (2012) Process optimization studies of lead (Pb(II)) biosorption onto immobilized cells of Pycnoporus sanguineus using response surface methodology. Bioresour Technol 112: 111-115.
    • (2012) Bioresour Technol , vol.112 , pp. 111-115
    • Yus Azila, Y.1    Mashitah, M.D.2    Bhatia, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.