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Volumn 30, Issue 11, 2009, Pages 1155-1168

Photocatalytic removal of C.I. Basic Red 46 on immobilized TiO2 nanoparticles: Artificial neural network modelling

Author keywords

Electricity consumption; Nanoparticle; Photocatalysis; Textile dye; TiO2

Indexed keywords

BACKPROPAGATION; BATCH REACTORS; CHLORINE COMPOUNDS; CRYSTALLITE SIZE; ELECTRIC POWER UTILIZATION; NEURAL NETWORKS; PHOTOCATALYSIS; TEXTILE PROCESSING; TEXTILES;

EID: 70349677473     PISSN: 09593330     EISSN: 1479487X     Source Type: Journal    
DOI: 10.1080/09593330903133911     Document Type: Article
Times cited : (107)

References (54)
  • 1
    • 0033104533 scopus 로고    scopus 로고
    • Critical effect of hydrogen peroxide in photochemical dye degradation
    • N.H. Ince, Critical effect of hydrogen peroxide in photochemical dye degradation, Water Res. 33 (1999), pp. 1080-1084.
    • (1999) Water Res. , vol.33 , pp. 1080-1084
    • Ince, N.H.1
  • 2
    • 34548273731 scopus 로고    scopus 로고
    • Decolorization of C.I. Acid Yellow 23 solution by electrocoagulation process: Investigation of operational parameters and evaluation of specific electrical energy consumption (SEEC)
    • N. Daneshvar, A.R. Khataee, A.R. Amani Ghadim, and M.H. Rasoulifard, Decolorization of C.I. Acid Yellow 23 solution by electrocoagulation process: Investigation of operational parameters and evaluation of specific electrical energy consumption (SEEC), J. Hazard. Mater. 148 (2007), pp. 566-572.
    • (2007) J. Hazard. Mater. , vol.148 , pp. 566-572
    • Daneshvar, N.1    Khataee, A.R.2    Ghadim Amani, A.R.3    Rasoulifard, M.H.4
  • 3
    • 34248164990 scopus 로고    scopus 로고
    • Study of imidaclopride removal from aqueous solution by adsorption onto granular activated carbon using an on line spectrophotometric analysis system
    • N. Daneshvar, S. Aber, A. Khani, and A.R. Khataee, Study of imidaclopride removal from aqueous solution by adsorption onto granular activated carbon using an on line spectrophotometric analysis system, J. Hazard. Mater. 144 (2007), pp. 47-51.
    • (2007) J. Hazard. Mater. , vol.144 , pp. 47-51
    • Daneshvar, N.1    Aber, S.2    Khani, A.3    Khataee, A.R.4
  • 4
    • 33750380299 scopus 로고    scopus 로고
    • Biological decolorization of dye solution containing Malachite Green by microalgae Cosmarium sp.
    • DOI 10.1016/j.biortech.2006.05.025, PII S096085240600229X
    • N. Daneshvar, M. Ayazloo, A.R. Khataee, and M. Pourhassan, Biological decolorization of dye solution containing Malachite Green by microalgae Cosmarium sp., Bioresour. Technol. 98 (2007), pp. 1176-1182. (Pubitemid 44635256)
    • (2007) Bioresource Technology , vol.98 , Issue.6 , pp. 1176-1182
    • Daneshvar, N.1    Ayazloo, M.2    Khataee, A.R.3    Pourhassan, M.4
  • 7
    • 56249135198 scopus 로고    scopus 로고
    • Decolorization of C.I. Acid Blue 9 solution by UV/Nano-TiO2, Fenton, Fenton-like, electro-Fenton and electrocoagulation processes: A comparative study
    • A.R. Khataee, V. Vantanpour, and A.R. Amani, Decolorization of C.I. Acid Blue 9 solution by UV/Nano-TiO2, Fenton, Fenton-like, electro-Fenton and electrocoagulation processes: A comparative study, J. Hazard. Mater. 161 (2009), pp. 1225-1233.
    • (2009) J. Hazard. Mater. , vol.161 , pp. 1225-1233
    • Khataee, A.R.1    Vantanpour, V.2    Amani, A.R.3
  • 8
    • 0037459943 scopus 로고    scopus 로고
    • Photocatalytic degradation of azo dye acid red 14 in water: Investigation of the effect of operational parameters
    • N. Daneshvar, D. Salari, and A.R. Khataee, Photocatalytic degradation of azo dye acid red 14 in water: Investigation of the effect of operational parameters, J. Photochem. Photobiol. A. 157 (2003), pp. 111-116.
    • (2003) J. Photochem. Photobiol. A. , vol.157 , pp. 111-116
    • Daneshvar, N.1    Salari, D.2    Khataee, A.R.3
  • 9
    • 33750891896 scopus 로고    scopus 로고
    • Photocatalytic degradation of the herbicide Erioglaucine in the presence of nanosized titanium dioxide: Comparison and modeling of reaction kinetics
    • N. Daneshvar, D. Salari, A. Niaei, and A.R. Khataee, Photocatalytic degradation of the herbicide Erioglaucine in the presence of nanosized titanium dioxide: Comparison and modeling of reaction kinetics, J. Environ. Sci. Health B 41 (2006), pp. 1273-1290.
    • (2006) J. Environ. Sci. Health B , vol.41 , pp. 1273-1290
    • Daneshvar, N.1    Salari, D.2    Niaei, A.3    Khataee, A.R.4
  • 10
    • 34547486889 scopus 로고    scopus 로고
    • Titanium dioxide nanomaterials: Synthesis, properties, modifications, and applications
    • X. Chen and S.S. Mao, Titanium dioxide nanomaterials: Synthesis, properties, modifications, and applications, Chem. Rev. 107 (2007), pp. 2891-2959.
    • (2007) Chem. Rev. , vol.107 , pp. 2891-2959
    • Chen, X.1    Mao, S.S.2
  • 11
    • 33645961845 scopus 로고    scopus 로고
    • Titanium dioxide photocatalysis: Present situation and future approaches
    • A. Fujishima and A.X. Zhang, Titanium dioxide photocatalysis: Present situation and future approaches, C.R. Chim. 9 (2006), pp. 750-760.
    • (2006) C.R. Chim. , vol.9 , pp. 750-760
    • Fujishima, A.1    Zhang, A.X.2
  • 12
    • 0036707780 scopus 로고    scopus 로고
    • Heterogeneous water phase catalysis as an environmental application: A review
    • K. Pirkanniemi and M. Sillanpaa, Heterogeneous water phase catalysis as an environmental application: A review, Chemosphere 48 (2002), pp. 1047-1060.
    • (2002) Chemosphere , vol.48 , pp. 1047-1060
    • Pirkanniemi, K.1    Sillanpaa, M.2
  • 13
    • 33751239787 scopus 로고    scopus 로고
    • Surface science studies of the photoactivation of TiO2 - New photochemical processes
    • T. Yates Jr. and T.L. Thompson, Surface science studies of the photoactivation of TiO2 - new photochemical processes, Chem. Rev. 106 (2006), pp. 4428-4453.
    • (2006) Chem. Rev. , vol.106 , pp. 4428-4453
    • Yates Jr., T.1    Thompson, T.L.2
  • 14
    • 70349703320 scopus 로고    scopus 로고
    • Crystallite phase-controlled preparation, characterization and photocatalytic properties of titanium dioxide nanoparticles
    • A.R. Khataee, H. Aleboyeh, and A. Aleboyeh, Crystallite phase-controlled preparation, characterization and photocatalytic properties of titanium dioxide nanoparticles, J. Exp. Nanosci. 4 (2009), pp. 121-137.
    • (2009) J. Exp. Nanosci. , vol.4 , pp. 121-137
    • Khataee, A.R.1    Aleboyeh, H.2    Aleboyeh, A.3
  • 15
    • 20844451595 scopus 로고    scopus 로고
    • Immobilization of TiO2 nanopowder on glass beads for the photocatalytic decolorization of an azo dye C.I. Direct Red 23
    • N. Daneshvar, D. Salari, A. Niaei, M.H. Rasoulifard, and A.R. Khataee, Immobilization of TiO2 nanopowder on glass beads for the photocatalytic decolorization of an azo dye C.I. Direct Red 23, J. Environ. Sci. Health A 40 (2005), pp. 1605-1617.
    • (2005) J. Environ. Sci. Health A , vol.40 , pp. 1605-1617
    • Daneshvar, N.1    Salari, D.2    Niaei, A.3    Rasoulifard, M.H.4    Khataee, A.R.5
  • 16
    • 18744400835 scopus 로고    scopus 로고
    • Heterogeneous photocatalysis: State of the art and present applications
    • J.M. Herrmann, Heterogeneous photocatalysis: State of the art and present applications, Top. Catal. 34 (2005), pp. 49-65.
    • (2005) Top. Catal. , vol.34 , pp. 49-65
    • Herrmann, J.M.1
  • 17
    • 0038537385 scopus 로고    scopus 로고
    • Photocatalytic activity of semiconductormodified cement - Influence of semiconductor type and cement ageing
    • M. Lackhoff, X. Prieto, N. Nestle, F. Dehn, and R. Niessner, Photocatalytic activity of semiconductormodified cement - influence of semiconductor type and cement ageing, Appl. Catal. B 43 (2003), pp. 205-216.
    • (2003) Appl. Catal. B , vol.43 , pp. 205-216
    • Lackhoff, M.1    Prieto, X.2    Nestle, N.3    Dehn, F.4    Niessner, R.5
  • 18
    • 42749097729 scopus 로고    scopus 로고
    • Immobilization of TiO2 films on activated carbon fiber and their photocatalytic degradation properties for dye compounds with different molecular size
    • J. Shi, J. Zheng, P. Wu, and X. Ji, Immobilization of TiO2 films on activated carbon fiber and their photocatalytic degradation properties for dye compounds with different molecular size, Catal. Commun. 9 (2008), pp. 1846-1850.
    • (2008) Catal. Commun. , vol.9 , pp. 1846-1850
    • Shi, J.1    Zheng, J.2    Wu, P.3    Ji, X.4
  • 19
    • 38749140670 scopus 로고    scopus 로고
    • Immobilization of TiO2 and Fe-C-TiO2 photocatalysts on the cotton material for application in a flow photocatalytic reactor for decomposition of phenol in water
    • B. Tryba, Immobilization of TiO2 and Fe-C-TiO2 photocatalysts on the cotton material for application in a flow photocatalytic reactor for decomposition of phenol in water, J. Hazard. Mater. 151 (2008), pp. 623-627.
    • (2008) J. Hazard. Mater. , vol.151 , pp. 623-627
    • Tryba, B.1
  • 20
    • 33750491276 scopus 로고    scopus 로고
    • 2 nanoparticles on Fe-filled carbon nanocapsules for photocatalytic applications
    • DOI 10.1016/j.tsf.2006.07.071, PII S0040609006008765
    • H. Huang, G. Huang, H. Chen, and Y. Lee, Immobilization of TiO2 nanoparticles on Fe-filled carbon nanocapsules for photocatalytic applications, Thin Solid Films 515 (2006), pp. 1033-1037. (Pubitemid 44648255)
    • (2006) Thin Solid Films , vol.515 , Issue.3 , pp. 1033-1037
    • Huang, H.-C.1    Huang, G.-L.2    Chen, H.-L.3    Lee, Y.-D.4
  • 22
    • 20644466663 scopus 로고    scopus 로고
    • Modeling the kinetics of a photochemical water treatment process by means of artificial neural networks
    • S. Gob, E. Oliveros, S.H. Bossmann, A.M. Braun, R. Guardani, and C.A.O. Nascimento, Modeling the kinetics of a photochemical water treatment process by means of artificial neural networks, Chem. Eng. Process. 38 (1999), pp. 373-382.
    • (1999) Chem. Eng. Process. , vol.38 , pp. 373-382
    • Gob, S.1    Oliveros, E.2    Bossmann, S.H.3    Braun, A.M.4    Guardani, R.5    Nascimento, C.A.O.6
  • 23
    • 54049120225 scopus 로고    scopus 로고
    • Multivariate experimental design for the photocatalytic degradation of imipramine: Determination of the reaction pathway and identification of intermediate products
    • P. Calza, V.A. Sakkas, A. Villioti, C. Massolino, V. Boti, E. Pelizzetti, and T. Albanis, Multivariate experimental design for the photocatalytic degradation of imipramine: Determination of the reaction pathway and identification of intermediate products, Appl. Catal. B 84 (2008), pp. 379-388.
    • (2008) Appl. Catal. B , vol.84 , pp. 379-388
    • Calza, P.1    Sakkas, V.A.2    Villioti, A.3    Massolino, C.4    Boti, V.5    Pelizzetti, E.6    Albanis, T.7
  • 24
    • 0037189112 scopus 로고    scopus 로고
    • Artificial neural network modeling of a multiphase photodegradation system
    • V.K. Pareek, M.P. Brungs, A.A. Adesina, and R. Sharma, Artificial neural network modeling of a multiphase photodegradation system, J. Photochem. Photobiol. A 149 (2002), pp. 139-146.
    • (2002) J. Photochem. Photobiol. A , vol.149 , pp. 139-146
    • Pareek, V.K.1    Brungs, M.P.2    Adesina, A.A.3    Sharma, R.4
  • 25
    • 0031735568 scopus 로고    scopus 로고
    • Neural networks in multivariate calibration
    • F. Despange and D.L. Massart, Neural networks in multivariate calibration, Analyst 123 (1998), pp. 157-178.
    • (1998) Analyst , vol.123 , pp. 157-178
    • Despange, F.1    Massart, D.L.2
  • 28
    • 0001162210 scopus 로고
    • The Scherrer formula for X-ray particle size determination
    • A.L. Patterson, The Scherrer formula for X-ray particle size determination, Phys. Rev. 56 (1939), pp. 978-982.
    • (1939) Phys. Rev. , vol.56 , pp. 978-982
    • Patterson, A.L.1
  • 29
    • 12444272525 scopus 로고
    • Adsorption of gases in multimolecular layers
    • S. Brunauer, P.H. Emett, and E. Teller, Adsorption of gases in multimolecular layers, J. Am. Chem. Soc. 60 (1938), pp. 309-319.
    • (1938) J. Am. Chem. Soc. , vol.60 , pp. 309-319
    • Brunauer, S.1    Emett, P.H.2    Teller, E.3
  • 30
    • 3342924062 scopus 로고
    • Physical adsorption on nonuniform surfaces
    • G.D. Halsey Jr., Physical adsorption on nonuniform surfaces, J. Chem. Phys. 16 (1948), pp. 931-937.
    • (1948) J. Chem. Phys. , vol.16 , pp. 931-937
    • Halsey Jr., G.D.1
  • 31
    • 33846051532 scopus 로고    scopus 로고
    • The use of oxyhalogen in photocatalytic reaction to remove o-chloroaniline in TiO2 dispersion
    • W.K. Choy and W. Chu, The use of oxyhalogen in photocatalytic reaction to remove o-chloroaniline in TiO2 dispersion, Chemosphere 66 (2007), pp. 2106-2113.
    • (2007) Chemosphere , vol.66 , pp. 2106-2113
    • Choy, W.K.1    Chu, W.2
  • 32
    • 0034902334 scopus 로고    scopus 로고
    • Modeling the quantum yields of herbicide 2, 4- D decay in UV/H2O2 process
    • W. Chu, Modeling the quantum yields of herbicide 2,4- D decay in UV/H2O2 process, Chemosphere 44 (2001), pp. 935-941.
    • (2001) Chemosphere , vol.44 , pp. 935-941
    • Chu, W.1
  • 33
    • 0035742848 scopus 로고    scopus 로고
    • Figures-of-merit for the technical development and application of advanced oxidation technologies for both electric- and solar-driven systems
    • R. Bolton, K.G. Bircher, W. Tumas, and C.A. Tolman, Figures-of-merit for the technical development and application of advanced oxidation technologies for both electric- and solar-driven systems, Pure Appl. Chem. 93 (2001), pp. 627-637.
    • (2001) Pure Appl. Chem. , vol.93 , pp. 627-637
    • Bolton, R.1    Bircher, K.G.2    Tumas, W.3    Tolman, C.A.4
  • 34
    • 16244364837 scopus 로고    scopus 로고
    • The evaluation of electrical energy per order,(EEo), for photooxidative decolorization of four textile dye solutions by the kinetic model
    • N. Daneshvar, A. Aleboyeh, and A.R. Khataee, The evaluation of electrical energy per order, (EEo), for photooxidative decolorization of four textile dye solutions by the kinetic model, Chemosphere 59 (2005), pp. 761-767.
    • (2005) Chemosphere , vol.59 , pp. 761-767
    • Daneshvar, N.1    Aleboyeh, A.2    Khataee, A.R.3
  • 35
    • 12344331462 scopus 로고    scopus 로고
    • Photochemical oxidation of reactive azo dye with UV-H2O2 process
    • M. Muruganandham and M. Swaminathan, Photochemical oxidation of reactive azo dye with UV-H2O2 process, Dyes Pigm. 62 (2004), pp. 269-275.
    • (2004) Dyes Pigm. , vol.62 , pp. 269-275
    • Muruganandham, M.1    Swaminathan, M.2
  • 36
    • 52449132099 scopus 로고    scopus 로고
    • Photooxidative removal of the herbicide Acid Blue 9 in the presence of hydrogen peroxide: Modeling of the reaction for evaluation of electrical energy per order (EEO)
    • A.R. Khataee and H.R. Khataee, Photooxidative removal of the herbicide Acid Blue 9 in the presence of hydrogen peroxide: Modeling of the reaction for evaluation of electrical energy per order (EEO), J. Environ. Sci. Health B 43 (2008), pp. 562-568.
    • (2008) J. Environ. Sci. Health B , vol.43 , pp. 562-568
    • Khataee, A.R.1    Khataee, H.R.2
  • 37
    • 0025454640 scopus 로고
    • Photodegradation of 2-chlorophenol and 3-chlorophenol in TiO2 aqueous suspensions
    • J.C.D. Oliveira, G. Al-Sayyed, and P. Pichat, Photodegradation of 2-chlorophenol and 3-chlorophenol in TiO2 aqueous suspensions, Environ. Sci. Technol. 24 (1990), pp. 990-996.
    • (1990) Environ. Sci. Technol. , vol.24 , pp. 990-996
    • Oliveira, J.C.D.1    Al-Sayyed, G.2    Pichat, P.3
  • 38
    • 4043102560 scopus 로고    scopus 로고
    • Photocatalytic degradation of model textile dyes in wastewater using ZnO as semiconductor catalyst
    • S. Chakrabarti and B.K. Dutta, Photocatalytic degradation of model textile dyes in wastewater using ZnO as semiconductor catalyst, J. Hazard. Mater. 112 (2004), pp. 269-278.
    • (2004) J. Hazard. Mater. , vol.112 , pp. 269-278
    • Chakrabarti, S.1    Dutta, B.K.2
  • 39
    • 54549111519 scopus 로고    scopus 로고
    • Solar photocatalytic degradation of isoproturon over TiO2/H-MOR composite systems
    • M.V.P. Sharma, V. Durgakumari, and M. Subrahmanyam, Solar photocatalytic degradation of isoproturon over TiO2/H-MOR composite systems, J. Hazard. Mater. 160 (2008), pp. 568-575.
    • (2008) J. Hazard. Mater. , vol.160 , pp. 568-575
    • Sharma, M.V.P.1    Durgakumari, V.2    Subrahmanyam, M.3
  • 40
    • 54049103215 scopus 로고    scopus 로고
    • The influence of selected parameters on the photocatalytic degradation of azo-dyes in the presence of TiO2 aqueous suspension
    • W. Baran, E. Adamek, and A. Makowski, The influence of selected parameters on the photocatalytic degradation of azo-dyes in the presence of TiO2 aqueous suspension, Chem. Eng. J. 145 (2008), pp. 242-248.
    • (2008) Chem. Eng. J. , vol.145 , pp. 242-248
    • Baran, W.1    Adamek, E.2    Makowski, A.3
  • 41
    • 33846862958 scopus 로고    scopus 로고
    • Photocatalytic degradation of an azo dye in a tubular continuous-flow photoreactor with immobilized TiO2 on glass plates
    • M.A. Behnajady, N. Modirshahla, N. Daneshvar, and M. Rabbani, Photocatalytic degradation of an azo dye in a tubular continuous-flow photoreactor with immobilized TiO2 on glass plates, Chem. Eng. J. 127 (2007), pp. 167-176.
    • (2007) Chem. Eng. J. , vol.127 , pp. 167-176
    • Behnajady, M.A.1    Modirshahla, N.2    Daneshvar, N.3    Rabbani, M.4
  • 42
    • 33748053341 scopus 로고    scopus 로고
    • Kinetic study on photocatalytic degradation of C.I. Acid Yellow 23 by ZnO photocatalyst
    • M.A. Behnajady, N. Modirshahla, and R. Hamzavi, Kinetic study on photocatalytic degradation of C.I. Acid Yellow 23 by ZnO photocatalyst, J. Hazard. Mater. 133 (2006), pp. 226-232.
    • (2006) J. Hazard. Mater. , vol.133 , pp. 226-232
    • Behnajady, M.A.1    Modirshahla, N.2    Hamzavi, R.3
  • 43
    • 0344223301 scopus 로고    scopus 로고
    • Photocatalytic degradation of 2-chloro and 2-nitrophenol by titanium dioxide suspensions in aqueous solution
    • DOI 10.1016/S0926-3373(98)00116-7, PII S0926337398001167
    • K. Wang, Y. Hsieh, M. Chou, and C. Chang, Photocatalytic degradation of 2-chloro and 2-nitrophenol by titanium dioxide suspension in aqueous solution, Appl. Catal. B 21 (1999), pp. 1-8. (Pubitemid 29216004)
    • (1999) Applied Catalysis B: Environmental , vol.21 , Issue.1 , pp. 1-8
    • Wang, K.-H.1    Hsieh, Y.-H.2    Chou, M.-Y.3    Chang, C.-Y.4
  • 44
    • 33845602093 scopus 로고    scopus 로고
    • Effect of inorganic anions on the titanium dioxide-based photocatalytic oxidation of aqueous ammonia and nitrite
    • X. Zhu, M.A. Nanny, and E.C. Butler, Effect of inorganic anions on the titanium dioxide-based photocatalytic oxidation of aqueous ammonia and nitrite, J. Photochem. Photobiol. A 185 (2007), pp. 289-294.
    • (2007) J. Photochem. Photobiol. A , vol.185 , pp. 289-294
    • Zhu, X.1    Nanny, M.A.2    Butler, E.C.3
  • 45
    • 14544277042 scopus 로고    scopus 로고
    • Photodegradation of a textile dye catalyzed by sol-gel derived nanocrystalline TiO2 via ultrasonic irradiation
    • S. Senthilkumaar, K. Porkodi, and R. Vidyalakshmi, Photodegradation of a textile dye catalyzed by sol-gel derived nanocrystalline TiO2 via ultrasonic irradiation, J. Photochem. Photobiol. A 170 (2005), pp. 225-232.
    • (2005) J. Photochem. Photobiol. A , vol.170 , pp. 225-232
    • Senthilkumaar, S.1    Porkodi, K.2    Vidyalakshmi, R.3
  • 46
    • 4143129975 scopus 로고    scopus 로고
    • Solar photocatalytic degradation of humic acids as a model of organic compounds of landfill leachate in pilot-plant experiments: Influence of inorganic salts
    • J. Wiszniowski, D. Robert, J. Gorska, K. Miksch, S. Malato, and J. Weber, Solar photocatalytic degradation of humic acids as a model of organic compounds of landfill leachate in pilot-plant experiments: Influence of inorganic salts, Appl. Catal. B 53 (2004), pp. 127-137.
    • (2004) Appl. Catal. B , vol.53 , pp. 127-137
    • Wiszniowski, J.1    Robert, D.2    Gorska, J.3    Miksch, K.4    Malato, S.5    Weber, J.6
  • 47
    • 33745201851 scopus 로고    scopus 로고
    • Photocatalytic degradation of aniline at the interface of TiO2 suspensions containing carbonateions
    • A. Kumar and N. Mathur, Photocatalytic degradation of aniline at the interface of TiO2 suspensions containing carbonate ions, J. Colloid Interface Sci. 300 (2006), pp. 244-252.
    • (2006) J. Colloid Interface Sci. , vol.300 , pp. 244-252
    • Kumar, A.1    Mathur, N.2
  • 48
    • 0142185226 scopus 로고    scopus 로고
    • Effects of acidity and inorganic ions on the photocatalytic degradation of different azo dyes
    • C. Hu, J.C. Yu, Z. Hao, and P.K. Wong, Effects of acidity and inorganic ions on the photocatalytic degradation of different azo dyes, Appl. Catal. B 46 (2003), pp. 35-47.
    • (2003) Appl. Catal. B , vol.46 , pp. 35-47
    • Hu, C.1    Yu, J.C.2    Hao, Z.3    Wong, P.K.4
  • 49
    • 0032031419 scopus 로고    scopus 로고
    • Prediction of polymer quality in batch polymerisation reactors using robust neural networks
    • J. Zhang, A.J. Morris, E.B. Martin, and C. Kiparissides, Prediction of polymer quality in batch polymerisation reactors using robust neural networks, Chem. Eng. J. 69 (1998), pp. 135-143.
    • (1998) Chem. Eng. J. , vol.69 , pp. 135-143
    • Zhang, J.1    Morris, A.J.2    Martin, E.B.3    Kiparissides, C.4
  • 50
    • 24044529436 scopus 로고    scopus 로고
    • Application of artificial neural networks for modeling of the treatment of wastewater contaminated with methyl tert-butyl ether (MTBE) by UV/H2O2 process
    • D. Salari, N. Daneshvar, F. Aghazadeh, and A.R. Khataee, Application of artificial neural networks for modeling of the treatment of wastewater contaminated with methyl tert-butyl ether (MTBE), by UV/H2O2 process, J. Hazard. Mater. 125 (2005), pp. 205-210.
    • (2005) J. Hazard. Mater. , vol.125 , pp. 205-210
    • Salari, D.1    Daneshvar, N.2    Aghazadeh, F.3    Khataee, A.R.4
  • 51
    • 0346154861 scopus 로고    scopus 로고
    • Applications of neural networks and genetic algorithms to CVI processes in carbon/carbon composites
    • L. Hejun, L. Aijun, L. Kezhi, and G. Zhengbing, Applications of neural networks and genetic algorithms to CVI processes in carbon/carbon composites, Acta Mater. 52 (2004), pp. 299-305.
    • (2004) Acta Mater. , vol.52 , pp. 299-305
    • Hejun, L.1    Aijun, L.2    Kezhi, L.3    Zhengbing, G.4
  • 52
    • 33748916492 scopus 로고    scopus 로고
    • The use of artifical neural networks (ANN) for modeling of decolorization of textile dye solution containing C.I. Basic yellow 28 by electrocoagulation process
    • N. Daneshvar, A.R. Khataee, and N. Djafarzadeh, The use of artifical neural networks (ANN) for modeling of decolorization of textile dye solution containing C.I. Basic yellow 28 by electrocoagulation process, J. Hazard. Mater. 137 (2006), pp. 1788-1795.
    • (2006) J. Hazard. Mater. , vol.137 , pp. 1788-1795
    • Daneshvar, N.1    Khataee, A.R.2    Djafarzadeh, N.3
  • 53
    • 0001867238 scopus 로고
    • Interpreting neural network connection weights
    • G.D. Garson, Interpreting neural network connection weights, AI Expert 6 (1991), pp. 47-51.
    • (1991) AI Expert , vol.6 , pp. 47-51
    • Garson, G.D.1
  • 54
    • 35648929256 scopus 로고    scopus 로고
    • Prediction of azo dye decolorization by UV/ H2O2 using artificial neural networks
    • A. Aleboyeh, M.B. Kasiri, M.E. Olya, and H. Aleboyeh, Prediction of azo dye decolorization by UV/ H2O2 using artificial neural networks, Dyes Pigm. 77 (2008), pp. 288-294.
    • (2008) Dyes Pigm. , vol.77 , pp. 288-294
    • Aleboyeh, A.1    Kasiri, M.B.2    Olya, M.E.3    Aleboyeh, H.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.