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Volumn 46, Issue 1, 2011, Pages 50-62

Oxidation of ethyl acetate by a high performance nanostructure (Ni, Mn)-Ag/ZSM-5 bimetallic catalysts and development of an artificial neural networks predictive modeling

Author keywords

ANN; Catalytic oxidation; Ethyl acetate; Ni Ag ZSM 5 catalysts; VOC combustion

Indexed keywords

ANN; ARTIFICIAL NEURAL NETWORK; BIMETALLIC CATALYSTS; CATALYTIC ACTIVITY; CATALYTIC FIXED BED REACTORS; CONVERSION YIELD; DIFFUSE REFLECTANCE-UV-VIS; ETHYL ACETATES; EXPERIMENTAL DATA; FEED-FORWARD BACK PROPAGATION; H-ZSM-5; ICP-AES; LOW CONCENTRATIONS; LOW-TEMPERATURE NITROGEN; NH3-TPD; NI LOADING; NI-AG/ZSM-5 CATALYSTS; PREDICTIVE MODELING; REACTION TEMPERATURE; SEM; TEM; VOC COMBUSTION;

EID: 78649518270     PISSN: 10934529     EISSN: 15324117     Source Type: Journal    
DOI: 10.1080/10934529.2011.526899     Document Type: Article
Times cited : (24)

References (46)
  • 2
    • 33751217426 scopus 로고    scopus 로고
    • Catalytic combustion of ethyl acetate on supported copper oxide catalysts
    • Yang, Y.; Xu, X.; Sun, K.Catalytic combustion of ethyl acetate on supported copper oxide catalysts.J.Hazard.Mater.B 2007, 139, 140-145.
    • (2007) J.Hazard.Mater.B , vol.139 , pp. 140-145
    • Yang, Y.1    Xu, X.2    Sun, K.3
  • 3
    • 0036779062 scopus 로고    scopus 로고
    • Complete oxidation of acetone over manganese oxide catalysts supported on alumina- and zirconiapillared clays
    • Gand ',L.M.;Vicente,M.A.; Gil, A.Complete oxidation of acetone over manganese oxide catalysts supported on alumina- and zirconiapillared clays.Appl.Catal.B 2002, 38, 295-307.
    • (2002) Appl.Catal.B , vol.38 , pp. 295-307
    • Gand, L.M.1    Vicente, M.A.2    Gil, A.3
  • 4
    • 78649510205 scopus 로고    scopus 로고
    • Study of catalytic activities of nanostructure copper and cobalt supported ZSM-5 catalysts for conversion of volatile organic compounds
    • Niaei, A.; Hosseini, S.A.; Salari, D.; Jodaei, A.Study of catalytic activities of nanostructure copper and cobalt supported ZSM-5 catalysts for conversion of volatile organic compounds.Turk.J.Chem.2009, 33, 1-12.
    • (2009) Turk.J.Chem. , vol.33 , pp. 1-12
    • Niaei, A.1    Hosseini, S.A.2    Salari, D.3    Jodaei, A.4
  • 5
    • 0034717884 scopus 로고    scopus 로고
    • Catalytic oxidation of volatile organic compounds II: Influence of the physicochemical characteristics of Pd/HFAU catalysts on the oxidation of o-xylene
    • D'eg'e, P.; Pinard, L.;Magnoux, P.; Guisnet,M.Catalytic oxidation of volatile organic compounds II: Influence of the physicochemical characteristics of Pd/HFAU catalysts on the oxidation of o-xylene.Appl.Catal.B 2000, 27, 17-26.
    • (2000) Appl.Catal.B , vol.27 , pp. 17-26
    • D'Eg'e, P.1    Pinard, L.2    Magnoux, P.3    Guisnet, M.4
  • 6
    • 0035526739 scopus 로고    scopus 로고
    • Copper oxideplatinum/alumina catalysts for volatile organic compound and carbon moNOxide oxidation: Synergetic effect of cerium and lanthanum
    • Ferrandon, M.; Ferrand, B.; Bjornbom, E.; Klingstedt, F.; Neyestanaki, AK.; Karhu, H.; V̈ ayrynen, I.Copper oxideplatinum/ alumina catalysts for volatile organic compound and carbon moNOxide oxidation: Synergetic effect of cerium and lanthanum.J.Catal.2001, 202, 354-366.
    • (2001) J.Catal. , vol.202 , pp. 354-366
    • Ferrandon, M.1    Ferrand, B.2    Bjornbom, E.3    Klingstedt, F.4    Neyestanaki, A.K.5    Karhu, H.6    V̈ayrynen, I.7
  • 7
    • 0034723045 scopus 로고    scopus 로고
    • Catalytic combustion of volatile organic compounds on gold/iron oxide catalysts
    • Minic'o, S.; Scir'e, S.; Crisafulli, C.; Maggiore, R.; Galvagno, S.Catalytic combustion of volatile organic compounds on gold/iron oxide catalysts.Appl.Catal.B 2000, 28, 245-251.
    • (2000) Appl.Catal.B , vol.28 , pp. 245-251
    • Minic'o, S.1    Scir'e, S.2    Crisafulli, C.3    Maggiore, R.4    Galvagno, S.5
  • 8
    • 0037448970 scopus 로고    scopus 로고
    • Supported bimetallic cluster catalysts
    • Alexeev, S.; Gates, BC.Supported bimetallic cluster catalysts.Ind.Eng. Chem.Res.2003, 42, 1571-1587.
    • (2003) Ind.Eng.Chem.Res. , vol.42 , pp. 1571-1587
    • Alexeev, S.1    Gates, B.C.2
  • 9
    • 0038537368 scopus 로고    scopus 로고
    • Total oxidation of propene and toluene in the presence of zirconia doped by copper and yttrium: Role of anionic vacancies
    • Labaki, M.; Siffert.S.; Lamonier, J.F.; Zhilinskaya, E.A.; Aboukais, A.Total oxidation of propene and toluene in the presence of zirconia doped by copper and yttrium: Role of anionic vacancies.Appl.Catal.B 2003, 43, 261-271.
    • (2003) Appl.Catal.B , vol.43 , pp. 261-271
    • Labaki, M.1    Siffert, S.2    Lamonier, J.F.3    Zhilinskaya, E.A.4    Aboukais, A.5
  • 11
    • 0003026990 scopus 로고    scopus 로고
    • Influence of acid-base property of support on the toluene combustion activity of palladium
    • Okumura, K.; Tanaka, H.; Niwa, M.Influence of acid-base property of support on the toluene combustion activity of palladium.Catal.Lett.1999, 58, 43-45.
    • (1999) Catal.Lett. , vol.58 , pp. 43-45
    • Kumura, K.1    Tanaka, H.2    Niwa, M.3
  • 12
    • 0003069434 scopus 로고    scopus 로고
    • Wichterlova',B.;DeÖdecÖek, J.; Sobal 'k, Z.;Treacy, M.M.J.;Marcus, B.K.; Bisher, M.E.; Higgins J.(Eds.) Materials Research Society
    • Wichterlova',B.;DeÖdecÖek, J.; Sobal 'k, Z.;Treacy, M.M.J.;Marcus, B.K.; Bisher, M.E.; Higgins J.(Eds.).Proceedings of the 12th International Zeolite Conference, vol.2, Materials Research Society, 1999, pp.941-973.
    • (1999) Proceedings of the 12th International Zeolite Conference , vol.2 , pp. 941-973
  • 13
    • 0036935137 scopus 로고    scopus 로고
    • From micro to mesoporous molecular sieves: Adapting composition and structure for catalysis
    • Corma, A.; Navarro, M.T.From micro to mesoporous molecular sieves: Adapting composition and structure for catalysis.Stud.Surf.Sci.Catal.2002, 142, 487-501.
    • (2002) Stud.Surf.Sci.Catal. , vol.142 , pp. 487-501
    • Corma, A.1    Navarro, M.T.2
  • 14
  • 15
    • 2642532055 scopus 로고    scopus 로고
    • Investigation of the catalytic roles of silver species in the selective catalytic reduction of NOx with methane
    • Shi, C.; Chenga, M.; Qua, Z.; Baoa, X.Investigation of the catalytic roles of silver species in the selective catalytic reduction of NOx with methane.Appl.Catal.B 2004, 51, 171-181.
    • (2004) Appl.Catal.B , vol.51 , pp. 171-181
    • Shi, C.1    Chenga, M.2    Qua, Z.3    Baoa, X.4
  • 17
    • 4344606881 scopus 로고    scopus 로고
    • Design of dual functional adsorbent/ catalyst system for the control ofVOC's by usingmetal-loaded hydrophobic Y-zeolites
    • 93-95
    • Baek, S., Kim, J., Ihm, S., Design of dual functional adsorbent/ catalyst system for the control ofVOC's by usingmetal-loaded hydrophobic Y-zeolites.Catal.Today 2004, 93-95, 575-581.
    • (2004) Catal.Today , pp. 575-581
    • Baek, S.1    Kim, J.2    Ihm, S.3
  • 18
    • 2142768246 scopus 로고    scopus 로고
    • Modeling of the deactivation kinetics for the combustion of ethyl acetate and benzene present in the air stream over ZSM-5catalyst loaded with chromium
    • AbdullahA.Z.; Bakar, M.Z.A; Bhatia, S.Modeling of the deactivation kinetics for the combustion of ethyl acetate and benzene present in the air stream over ZSM-5catalyst loaded with chromium.Chem.Eng.J.2004, 99, 161-168.
    • (2004) Chem.Eng.J. , vol.99 , pp. 161-168
    • AbdullahA, Z.1    Bakar, M.Z.A.2    Bhatia, S.3
  • 19
    • 33847228060 scopus 로고    scopus 로고
    • Influence of physicochemical treatments on spent palladium based catalyst for catalytic oxidation of VOCs
    • Kima, S.C.; Nahm, S.W.; Shim,W.G.;Lee J.W.;Moon, H.Influence of physicochemical treatments on spent palladium based catalyst for catalytic oxidation of VOCs J.Hazard.Mater.2007, 141, 305-314.
    • (2007) J.Hazard.Mater. , vol.141 , pp. 305-314
    • Kima, S.C.1    Nahm, S.W.2    Shim, W.G.3    Lee, J.W.4    Moon, H.5
  • 20
    • 0345566352 scopus 로고    scopus 로고
    • A kkinetic study of catalytic combustion of ethyl acetate and benzene in air stream over Cr-ZSM-5 catalyst
    • Abdullah, A.Z.; Bakar, M.Z.A.; Bhatia, S.A Kinetic Study of Catalytic Combustion of Ethyl Acetate and Benzene in Air Stream over Cr-ZSM-5 Catalyst.Ind.Eng.Chem.Res.2003, 42, 6059-6067. (Pubitemid 37449110)
    • (2003) Industrial and Engineering Chemistry Research , vol.42 , Issue.24 , pp. 6059-6067
    • Zuhairi Abdullah, A.1    Bakar, M.Z.A.2    Bhatia, S.3
  • 21
    • 33947316106 scopus 로고    scopus 로고
    • Study on ethyl benzene and xylene conversion over modified ZSM-5
    • Tsai, T.C.;Wang, I., Huang, C.; Liu, S.Study on ethyl benzene and xylene conversion over modified ZSM-5.Appl.Catal.A:Gen.2007, 321,125-134.
    • (2007) Appl.Catal.A:Gen. , vol.321 , pp. 125-134
    • Tsai, T.C.1    Wang, I.2    Huang, C.3    Liu, S.4
  • 22
    • 57449087000 scopus 로고    scopus 로고
    • 3SBA-15 catalysts: High activity for the complete oxidation of toluene and ethyl acetate
    • Deng, J.; Zhang, L.; Dai, H.; Au, C.In situ hydrothermally synthesized mesoporous LaCoO3/SBA-15 catalysts: High activity for the complete oxidation of toluene and ethyl acetate.Appl.Catal.A: Gen.2009, 352, 43-49.
    • (2009) Appl.Catal.A: Gen. , vol.352 , pp. 43-49
    • Deng, J.1    Zhang, L.2    Dai, H.3    Au, C.4
  • 24
    • 65549163607 scopus 로고    scopus 로고
    • Catalytic oxidation of ethyl acetate over a cesium modified cryptomelane catalyst
    • Santos, V.P.; Pereira, M.F.R.; Ó rfão, J.J.M.; Figueiredo, J.L.Catalytic oxidation of ethyl acetate over a cesium modified cryptomelane catalyst.Appl.Catal.B Environ.2009, 88, 550-556.
    • (2009) Appl.Catal.B Environ. , vol.88 , pp. 550-556
    • Santos, V.P.1    Pereira, M.F.R.2    Órfao, J.J.M.3    Figueiredo, J.L.4
  • 25
    • 65649148670 scopus 로고    scopus 로고
    • Cobalt oxide species supported on SBA-15, KIT-5 and KIT-6 mesoporous silicas for ethyl acetate total oxidation
    • Tsoncheva, T.; Ivanova, L.;Rosenholm, J.; Linden, M.Cobalt oxide species supported on SBA-15, KIT-5 and KIT-6 mesoporous silicas for ethyl acetate total oxidation Appl.Catal.B Environ.2009, 89, 365-374.
    • (2009) Appl.Catal.B Environ. , vol.89 , pp. 365-374
    • Tsoncheva, T.1    Ivanova, L.2    Rosenholm, J.3    Linden, M.4
  • 26
    • 27744560411 scopus 로고    scopus 로고
    • 2 hydrogenation to methanol
    • Zahedi, G.; Elkamel, A.; Lohi A.; Jahanmiri, A.; Rahimpor, M.R.Hybrid model formulation for the unsteady state simulation of a packed bed reactor for CO2 hydrogenation to methanol.Chem.Eng.J.2005, 115,113-120.
    • (2005) Chem.Eng.J. , vol.115 , pp. 113-120
    • Zahedi, G.1    Elkamel, A.2    Lohi, A.3    Jahanmiri, A.4    Rahimpor, M.R.5
  • 27
    • 11844251359 scopus 로고    scopus 로고
    • Artificial Neural Network Aided Design of a Stable Co-MgO Catalyst of High-Pressure Dry Reforming of Methane
    • Omata, K.; Nukai, N.; Yamada, M.Artificial Neural Network Aided Design of a Stable Co-MgO Catalyst of High-Pressure Dry Reforming of Methane, Ind.Eng.Chem.Res.2005, 44, 296-302.
    • (2005) Ind.Eng.Chem.Res. , vol.44 , pp. 296-302
    • Omata, K.1    Nukai, N.2    Yamada, M.3
  • 28
    • 5344281172 scopus 로고    scopus 로고
    • Hattori application of neural network to estimation of catalyst deactivation in methanol conversion
    • Kito, S.; Ishikura, T.; Niwa, M.; Murakami, Y.T.Hattori, Application of neural network to estimation of catalyst deactivation in methanol conversion.Catal.Today 2004, 97, 41-47.
    • (2004) Catal.Today , vol.97 , pp. 41-47
    • Kito, S.1    Ishikura, T.2    Niwa, M.3    Murakami, Y.T.4
  • 29
    • 0037908836 scopus 로고    scopus 로고
    • Neural network approach to support modeling of chemical reactors: Problems, resolutions, criteria of application
    • Molga, E.J.Neural network approach to support modeling of chemical reactors: Problems, resolutions, criteria of application.Chem.Eng.Proc.2003, 42, 675-695.
    • (2003) Chem.Eng.Proc. , vol.42 , pp. 675-695
    • Molga, E.J.1
  • 30
    • 34248525628 scopus 로고    scopus 로고
    • Modeling of thermal cracking of LPG: Application of artificial neural network in prediction of the main product yields
    • Nabavi, R.; Niaei, A.; Salari, D.; Towfighi, J.Modeling of thermal cracking of LPG: Application of artificial neural network in prediction of the main product yields.J.Anal.Appl.Pyrolysis 2007, 80, 175-181.
    • (2007) J.Anal.Appl.Pyrolysis , vol.80 , pp. 175-181
    • Nabavi, R.1    Niaei, A.2    Salari, D.3    Towfighi, J.4
  • 31
    • 0037284712 scopus 로고    scopus 로고
    • Selective alkylation ofmethylbenzenes with cyclohexene catalyzed by solid acids
    • Hoefnagel,A.J.; Bekkum, H.Selective alkylation ofmethylbenzenes with cyclohexene catalyzed by solid acids.Catal.Lett.2003, 85, 7-11.
    • (2003) Catal.Lett. , vol.85 , pp. 7-11
    • Hoefnagel, A.J.1    Bekkum, H.2
  • 32
    • 0035886472 scopus 로고    scopus 로고
    • Nature and reactivity of Co species in a cobaltcontaining beta zeolite: An FTIR study
    • Geobaldo, F.; Onida, B.; Rivolo, P.; Renzo, F.; Fajula, F.; Garrone, E.Nature and reactivity of Co species in a cobaltcontaining beta zeolite: An FTIR study, Catal.Today 2001, 70, 107-119.
    • (2001) Catal.Today , vol.70 , pp. 107-119
    • Geobaldo, F.1    Onida, B.2    Rivolo, P.3    Renzo, F.4    Fajula, F.5    Garrone, E.6
  • 33
    • 67449159179 scopus 로고    scopus 로고
    • Catalytic combustion of ethyl acetate over nanostructure cobalt supported ZSM-5 zeolite catalysts
    • Niaei, A.; Salari, D.; Hosseini, S.A.; Khatamian, M.; Jodaei, A.Catalytic combustion of ethyl acetate over nanostructure cobalt supported ZSM-5 zeolite catalysts.Chin.J.Chem.2009, 27, 483-488.
    • (2009) Chin.J.Chem. , vol.27 , pp. 483-488
    • Niaei, A.1    Salari, D.2    Hosseini, S.A.3    Khatamian, M.4    Jodaei, A.5
  • 35
    • 15844375504 scopus 로고    scopus 로고
    • Study on antimony oxide selfassembled inside HZSM-5
    • Li, B.; Li, S.; Wang, Y.; Li, L., Li, B.Study on antimony oxide selfassembled inside HZSM-5, J.Solid State Chem.2005, 178, 1030-1037.
    • (2005) J.Solid State Chem. , vol.178 , pp. 1030-1037
    • Li, B.1    Li, S.2    Wang, Y.3    Li, L.4    Li, B.5
  • 36
    • 60449119726 scopus 로고    scopus 로고
    • Influence of the cobalt salt precursors on the cobalt speciation and catalytic properties of HZSM-5 modified with cobalt by solid-state ion exchange reaction
    • Mhamdi,M.; Khaddar-Zine, S.; Ghorbel, A.Influence of the cobalt salt precursors on the cobalt speciation and catalytic properties of HZSM-5 modified with cobalt by solid-state ion exchange reaction.Appl.Catal.A Gen.2009, 357, 42-50.
    • (2009) Appl.Catal.A Gen. , vol.357 , pp. 42-50
    • Mhamdi, M.1    Khaddar-Zine, S.2    Ghorbel, A.3
  • 37
    • 0037187480 scopus 로고    scopus 로고
    • A systematic study of the synthesis conditions for the preparation of highly active gold catalysts
    • Schuth, F.;Wolf, A., A systematic study of the synthesis conditions for the preparation of highly active gold catalysts.Appl.Catal.A: Gen.2002, 226, 1-13.
    • (2002) Appl.Catal.A: Gen. , vol.226 , pp. 1-13
    • Schuth, F.1    Wolf, A.2
  • 38
    • 29344442847 scopus 로고    scopus 로고
    • Structure and acidity ofMo/ZSM-5 synthesized by solid state reaction for methane dehydrogenation and aromatization
    • Li, B.; Li, Sh.J.; Li, N.; Chen, H.Y.; Zhang, W.J.; Bao, X.H.; Lin, B.X.Structure and acidity ofMo/ZSM-5 synthesized by solid state reaction for methane dehydrogenation and aromatization.Micropor.Mesopor.Mater.2006, 88, 244-253.
    • (2006) Micropor.Mesopor.Mater. , vol.88 , pp. 244-253
    • Li, B.1    Li, Sh.J.2    Li, N.3    Chen, H.Y.4    Zhang, W.J.5    Bao, X.H.6    Lin, B.X.7
  • 39
    • 39249083335 scopus 로고    scopus 로고
    • Synthesis, characterization of hierarchical ZSM-5 zeolite catalyst and its catalytic performance for phenol tert-butylation reaction
    • Xu, L.;Wu, Sh.J.; Guan, J.Q.;Wang, H.S.;Ma, Y.Y.; Song, K.; Xu, H.Y.; Xing, H.J.; Xu, Ch.;Wang, Zh.Q.; Kan, Q.B.Synthesis, characterization of hierarchical ZSM-5 zeolite catalyst and its catalytic performance for phenol tert-butylation reaction.Catal.Commun.2008, 9,1272-1276.
    • (2008) Catal.Commun. , vol.9 , pp. 1272-1276
    • Xu, L.1    Wu, S.J.2    Guan, J.Q.3    Wang, H.S.4    Ma, Y.Y.5    Song, K.6    Xu, H.Y.7    Xing, H.J.8    Xu C.Wang, Z.Q.9    Kan, Q.B.10
  • 40
    • 77951216483 scopus 로고    scopus 로고
    • Catalytic oxidation of 2-Propanol over (Cr,Mn,Fe)-Pt/? -Al2O3 bimetallic catalysts and modeling of experimental results by artificial neural networks
    • Niaei, A.; Salari, D.; Aghazadeh, F.; C? aylak, N.; Sepehrianazar, A.Catalytic oxidation of 2-Propanol over (Cr,Mn,Fe)-Pt/? -Al2O3 bimetallic catalysts and modeling of experimental results by artificial neural networks.J.Environ.Sci.Health Pt.A2010, 45, 454-463.
    • (2010) J.Environ.Sci.Health Pt.A , vol.45 , pp. 454-463
    • Niaei, A.1    Salari, D.2    Aghazadeh, F.3    Çaylak, N.4    Sepehrianazar, A.5
  • 41
    • 33749645839 scopus 로고    scopus 로고
    • Artificial neural network predictions of polycyclic aromatic hydrocarbon formation in premixed n-heptane flames
    • Inal, F.Artificial neural network predictions of polycyclic aromatic hydrocarbon formation in premixed n-heptane flames.Fuel Process.Technol.2006, 87, 1031-1036.
    • (2006) Fuel Process.Technol. , vol.87 , pp. 1031-1036
    • Inal, F.1
  • 42
    • 59149086275 scopus 로고    scopus 로고
    • Modeling leaching behavior of solidified wastes using back-propagation neural networks
    • Bayar, S.; Demir, I.; Engin, G.O.Modeling leaching behavior of solidified wastes using back-propagation neural networks.Ecotox.Environ.Saf.2009, 72, 843-850.
    • (2009) Ecotox.Environ.Saf. , vol.72 , pp. 843-850
    • Bayar, S.1    Demir, I.2    Engin, G.O.3
  • 43
    • 33748916492 scopus 로고    scopus 로고
    • The use of artificial neural networks (ANN) for modeling of decolorization of textile dye solution containing C.I.Basic Yellow 28 by electrocoagulation process
    • Daneshvar, N.; Khataee, A.R.; Djafarzadeh, N.The use of artificial neural networks (ANN) for modeling of decolorization of textile dye solution containing C.I.Basic Yellow 28 by electrocoagulation process J.Hazard.Mater.2006, 137, 1788-1795.
    • (2006) J.Hazard.Mater. , vol.137 , pp. 1788-1795
    • Daneshvar, N.1    Khataee, A.R.2    Djafarzadeh, N.3
  • 44
    • 34548316761 scopus 로고    scopus 로고
    • The use of ANN and the mathematical model for prediction of the main product yields in the thermal cracking of naphtha
    • DOI 10.1080/10916460500423304, PII 781507521
    • Niaei, A.; Towfighi, J.; Khataee, A.R.; Rostamizadeh; K.The use of ANN and the mathematical model for prediction of the main product yields in the thermal cracking of naphtha.Pet.Sci.Technol.2007, 25, 967-982. (Pubitemid 47347141)
    • (2007) Petroleum Science and Technology , vol.25 , Issue.8 , pp. 967-982
    • Niaei, A.1    Towfighi, J.2    Khataee, A.R.3    Rostamizadeh, K.4
  • 45
    • 0031735568 scopus 로고    scopus 로고
    • Neural networks in multivariate calibration
    • Despange, F.; Massart, D.L.Neural networks in multivariate calibration, Analyst 1998, 123, 157-178.
    • (1998) Analyst , vol.123 , pp. 157-178
    • Despange, F.1    Massart, D.L.2
  • 46
    • 77951971917 scopus 로고    scopus 로고
    • Gas phase oxidation of toluene and ethyl acetate over proton and cobalt exchangedZSM- 5 nano catalysts- experimental study and ANN modeling
    • Hosseini, S.A.;Niaei,A.; Salari,D.; Jodaei,A.Gas phase oxidation of toluene and ethyl acetate over proton and cobalt exchangedZSM- 5 nano catalysts- experimental study and ANN modeling.Bull.Korean Chem.Soc.2010, 31(4), 1-7.
    • (2010) Bull.Korean Chem.Soc. , vol.31 , Issue.4 , pp. 1-7
    • Hosseini, S.A.1    Niaei, A.2    Salari, D.3    Jodaei, A.4


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