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Volumn 42, Issue 8-9, 2003, Pages 621-643

Prediction of the gas-liquid volumetric mass transfer coefficients in surface-aeration and gas-inducing reactors using neural networks

Author keywords

Back propagation neural network; Gas inducing reactors; Gas liquid systems; Surface aeration reactors; Volumetric gas liquid mass transfer coefficient

Indexed keywords

BACKPROPAGATION; DIFFUSION IN GASES; MASS TRANSFER; NEURAL NETWORKS; PARTIAL PRESSURE; SURFACE TENSION; VISCOSITY;

EID: 0038327894     PISSN: 02552701     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0255-2701(02)00211-8     Document Type: Article
Times cited : (41)

References (92)
  • 1
    • 0003046162 scopus 로고    scopus 로고
    • Reaction engineering of emerging oxidation processes
    • Mills P.L. Chaudhari R.V. Reaction engineering of emerging oxidation processes Catalysis Today 48 1999 17 29
    • (1999) Catalysis Today , vol.48 , pp. 17-29
    • Mills, P.L.1    Chaudhari, R.V.2
  • 2
    • 0037970564 scopus 로고
    • Gas absorption in an aerated stirred tank at high power input
    • Matsumura M.H. Masunaga H. Kobayashi J. Gas absorption in an aerated stirred tank at high power input J. Ferment. Technol. 57 1979 107 116
    • (1979) J. Ferment. Technol. , vol.57 , pp. 107-116
    • Matsumura, M.H.1    Masunaga, H.2    Kobayashi, J.3
  • 4
    • 0023173583 scopus 로고
    • The effect of diffusivity on gas-liquid mass transfer in stirred vessels. Experiments at atmospheric and elevated pressures
    • Versteeg G.F. Blauwhoff P.M.M. van Swaaij W.P.M. The effect of diffusivity on gas-liquid mass transfer in stirred vessels. Experiments at atmospheric and elevated pressures Chem. Eng. Sci. 42 1987 1103 1119
    • (1987) Chem. Eng. Sci. , vol.42 , pp. 1103-1119
    • Versteeg, G.F.1    Blauwhoff, P.M.M.2    van Swaaij, W.P.M.3
  • 6
    • 0028388986 scopus 로고
    • Solubilities and mass transfer coefficients of gases in liquid propylene in a surface-aeration agitated reactor
    • Mizan T.I. Li J. Morsi B.I. Chang M.-Y. Maier E. Singh C.P.P. Solubilities and mass transfer coefficients of gases in liquid propylene in a surface-aeration agitated reactor Chem. Eng. Sci. 49 1994 821 830
    • (1994) Chem. Eng. Sci. , vol.49 , pp. 821-830
    • Mizan, T.I.1    Li, J.2    Morsi, B.I.3    Chang, M.-Y.4    Maier, E.5    Singh, C.P.P.6
  • 7
    • 0029376166 scopus 로고
    • An issue on applications of a disk turbine for gas-liquid mass transfer
    • Wu H. An issue on applications of a disk turbine for gas-liquid mass transfer Chem. Eng. Sci. 50 1995 2801 2811
    • (1995) Chem. Eng. Sci. , vol.50 , pp. 2801-2811
    • Wu, H.1
  • 8
    • 0030615986 scopus 로고    scopus 로고
    • Gas-liquid mass transfer in cyclohexane oxidation process using gas-inducing and surface-aeration agitated reactors
    • Tekie Z. Li J. Morsi B.I. Chang M.-Y. Gas-liquid mass transfer in cyclohexane oxidation process using gas-inducing and surface-aeration agitated reactors Chem. Eng. Sci. 52 1997 1541 1551
    • (1997) Chem. Eng. Sci. , vol.52 , pp. 1541-1551
    • Tekie, Z.1    Li, J.2    Morsi B.I3    Chang, M.-Y.4
  • 9
    • 0031230969 scopus 로고    scopus 로고
    • 2 in cyclohexane under elevated pressures and temperatures: A statistical approach
    • 2 in cyclohexane under elevated pressures and temperatures: a statistical approach Ind. Eng. Chem. Res. 36 1997 3879 3888
    • (1997) Ind. Eng. Chem. Res. , vol.36 , pp. 3879-3888
    • Tekie, Z.1    Li, J.2    Morsi, B.I.3
  • 10
    • 0034234239 scopus 로고    scopus 로고
    • Gas-liquid mass-transfer and hydrodynamic parameters in a soybean oil hydrogenation process under industrial conditions
    • Fillion B. Morsi B.I. Gas-liquid mass-transfer and hydrodynamic parameters in a soybean oil hydrogenation process under industrial conditions Ind. Eng. Chem. Res. 39 2001 2157 2168
    • (2001) Ind. Eng. Chem. Res. , vol.39 , pp. 2157-2168
    • Fillion, B.1    Morsi, B.I.2
  • 11
    • 0017624290 scopus 로고
    • Mass transfer and hydrodynamic characteristics of gas-inducing type of agitated contactors
    • Joshi J.B. Sharma M.M. Mass transfer and hydrodynamic characteristics of gas-inducing type of agitated contactors Can. J. Chem. Eng. 65 1977 683 695
    • (1977) Can. J. Chem. Eng. , vol.65 , pp. 683-695
    • Joshi, J.B.1    Sharma, M.M.2
  • 13
    • 0013724696 scopus 로고
    • Mass transfer and hydrodynamic characteristics of the denver type of flotation cells
    • Sawant S.B. Joshi J.B. Pangarkar V.G. Mhaskar R.D. Mass transfer and hydrodynamic characteristics of the denver type of flotation cells Chem. Eng. J. 21 1981 11 19
    • (1981) Chem. Eng. J. , vol.21 , pp. 11-19
    • Sawant, S.B.1    Joshi, J.B.2    Pangarkar, V.G.3    Mhaskar, R.D.4
  • 14
    • 0023580497 scopus 로고
    • Effect of water on the solubilities and mass transfer coefficients of gases in a heavy fraction of Fischer-Tropsch products
    • Karandikar B.M. Morsi B.I. Shah Y.T. Carr N.L. Effect of water on the solubilities and mass transfer coefficients of gases in a heavy fraction of Fischer-Tropsch products Can. J. Chem. Eng. 65 1987 973 981
    • (1987) Can. J. Chem. Eng. , vol.65 , pp. 973-981
    • Karandikar, B.M.1    Morsi, B.I.2    Shah, Y.T.3    Carr, N.L.4
  • 15
    • 0025752207 scopus 로고
    • Mass transfer characteristics of gases in n-hexane at elevated pressures and temperatures in agitated reactors
    • Chang M.-Y. Eiras J.G. Morsi B.I. Mass transfer characteristics of gases in n-hexane at elevated pressures and temperatures in agitated reactors Chem. Eng. Process. 29 1991 49 60
    • (1991) Chem. Eng. Process. , vol.29 , pp. 49-60
    • Chang, M.-Y.1    Eiras, J.G.2    Morsi, B.I.3
  • 16
    • 0008531328 scopus 로고
    • Mass transfer characteristics of gases in aqueous and organic liquids at elevated pressures and temperatures in agitated reactors
    • Chang M.-Y. Morsi B.I. Mass transfer characteristics of gases in aqueous and organic liquids at elevated pressures and temperatures in agitated reactors Chem. Eng. Sci. 46 1991 2639 2650
    • (1991) Chem. Eng. Sci. , vol.46 , pp. 2639-2650
    • Chang, M.-Y.1    Morsi, B.I.2
  • 17
    • 0026218932 scopus 로고
    • Mass transfer characteristics of gases in n-decane at elevated pressures and temperatures in agitated reactors
    • Chang M.-Y. Morsi B.I. Mass transfer characteristics of gases in n-decane at elevated pressures and temperatures in agitated reactors Chem. Eng. J. 47 1991 33 45
    • (1991) Chem. Eng. J. , vol.47 , pp. 33-45
    • Chang, M.-Y.1    Morsi, B.I.2
  • 18
    • 0026918488 scopus 로고
    • Raney-Nickel catalyzed hydrogenations: Gas-liquid mass transfer in gas-induced stirred slurry reactors
    • Dietrich E. Mathieu C. Delmas H. Jenck J. Raney-Nickel catalyzed hydrogenations: gas-liquid mass transfer in gas-induced stirred slurry reactors Chem. Eng. Sci. 47 1992 3597 3604
    • (1992) Chem. Eng. Sci. , vol.47 , pp. 3597-3604
    • Dietrich, E.1    Mathieu, C.2    Delmas, H.3    Jenck, J.4
  • 20
    • 0026926831 scopus 로고
    • Solubilities and mass transfer coefficients of carbon monoxide in a gas-inducing reactor operating with organic liquids under high pressures and temperatures
    • Chang M.-Y. Morsi B.I. Solubilities and mass transfer coefficients of carbon monoxide in a gas-inducing reactor operating with organic liquids under high pressures and temperatures Chem. Eng. Sci. 47 1992 3541 3548
    • (1992) Chem. Eng. Sci. , vol.47 , pp. 3541-3548
    • Chang, M.-Y.1    Morsi, B.I.2
  • 22
    • 0028447146 scopus 로고
    • Mass transfer characteristics of gases in methanol and ethanol under elevated pressures and temperatures
    • Koneripalli N. Tekie Z. Morsi B.I. Mass transfer characteristics of gases in methanol and ethanol under elevated pressures and temperatures Chem. Eng. J. 54 1994 63 77
    • (1994) Chem. Eng. J. , vol.54 , pp. 63-77
    • Koneripalli, N.1    Tekie, Z.2    Morsi, B.I.3
  • 24
    • 0032006848 scopus 로고    scopus 로고
    • Gas-inducing impeller design and performance characteristics
    • Forrester S.E. Rielly C.D. Carpenter K.J. Gas-inducing impeller design and performance characteristics Chem. Eng. Sci. 53 1998 603 615
    • (1998) Chem. Eng. Sci. , vol.53 , pp. 603-615
    • Forrester, S.E.1    Rielly, C.D.2    Carpenter, K.J.3
  • 25
    • 0033216003 scopus 로고    scopus 로고
    • La correlation established on the basis of a neural network model
    • La correlation established on the basis of a neural network model Can. J. Chem. Eng. 77 1999 838 843
    • (1999) Can. J. Chem. Eng. , vol.77 , pp. 838-843
    • Yang, H.1    Fang, B.S.2    Reuss, M.3
  • 26
    • 0027561577 scopus 로고
    • Modeling of the mass transfer in gas-sparged electrolysers with neural networks
    • Reisener J. Reuter M.A. Krüger, Modeling of the mass transfer in gas-sparged electrolysers with neural networks, Chem. Eng. Sci. 48 (1993) 1089-1101.
    • (1993) Chem. Eng. Sci. , vol.48 , pp. 1089-1101
    • Reisener, J.1    Reuter, M.A.2    Krüger, J.3
  • 27
    • 0035810255 scopus 로고    scopus 로고
    • Estimation of oxygen mass transfer coefficient in stirred tank reactors using artificial neural networks
    • F. García-Ochoa, E. Gómez Castro, Estimation of oxygen mass transfer coefficient in stirred tank reactors using artificial neural networks Enz. Micro. Tech. 28 2001 560 569
    • (2001) Enz. Micro. Tech. , vol.28 , pp. 560-569
    • García-Ochoa, F.1    Gómez Castro, E.2
  • 28
    • 0030072114 scopus 로고    scopus 로고
    • Statistical assessment of gas/liquid mass transfer in slurry-phase propylene polymerization process
    • Li J. Tekie Z. Mohammad A. Morsi B.I. Statistical assessment of gas/liquid mass transfer in slurry-phase propylene polymerization process Can. J. Chem. Eng. 74 1996 77 83
    • (1996) Can. J. Chem. Eng. , vol.74 , pp. 77-83
    • Li, J.1    Tekie, Z.2    Mohammad, A.3    Morsi, B.I.4
  • 29
    • 0031247994 scopus 로고    scopus 로고
    • Effect of catalyst loading on gas/liquid mass transfer in slurry reactors: A statistical experimental approach
    • Inga J.R. Morsi B.I. Effect of catalyst loading on gas/liquid mass transfer in slurry reactors: a statistical experimental approach Can. J. Chem. Eng. 75 1997 872 881
    • (1997) Can. J. Chem. Eng. , vol.75 , pp. 872-881
    • Inga, J.R.1    Morsi, B.I.2
  • 30
    • 0034052658 scopus 로고    scopus 로고
    • Model based in neural networks for the prediction of the mass transfer coefficients in bubble columns. Study in Newtonian and non-Newtonian fluids
    • Alvarez E. Correa J.M. Riverol C. Navaza J.M. Model based in neural networks for the prediction of the mass transfer coefficients in bubble columns. study in Newtonian and non-Newtonian fluids Int. Comm. Heat Mass Transfer 27 2000 93 98
    • (2000) Int. Comm. Heat Mass Transfer , vol.27 , pp. 93-98
    • Alvarez, E.1    Correa, J.M.2    Riverol C3    Navaza, J.M.4
  • 31
    • 0032735194 scopus 로고    scopus 로고
    • Review of the applications of neural networks in chemical process control-simulation and online implementation
    • Hussain M.A. Review of the applications of neural networks in chemical process control-simulation and online implementation Art. Intel. Eng. 13 1999 55 68
    • (1999) Art. Intel. Eng. , vol.13 , pp. 55-68
    • Hussain, M.A.1
  • 32
    • 0343415761 scopus 로고    scopus 로고
    • Use of neural net computing for statistical and kinetic modeling and simulation of supercritical fluid extractors
    • Fullana M. Trabelsi F. Recasens F. Use of neural net computing for statistical and kinetic modeling and simulation of supercritical fluid extractors Chem. Eng. Sci. 55 2000 79 95
    • (2000) Chem. Eng. Sci. , vol.55 , pp. 79-95
    • Fullana, M.1    Trabelsi, F.2    Recasens, F.3
  • 33
    • 0033622757 scopus 로고    scopus 로고
    • Model structure determination in neural network models
    • Henrique H.M. Lima E.L. Seborg D.E. Model structure determination in neural network models Chem. Eng. Sci. 55 2000 5457 5469
    • (2000) Chem. Eng. Sci. , vol.55 , pp. 5457-5469
    • Henrique, H.M.1    Lima, E.L.2    Seborg, D.E.3
  • 34
    • 0030050462 scopus 로고    scopus 로고
    • Neural network modeling for on-line state estimation in fed-batch culture of L-lysine production
    • I Y.P. Wu W.T. Liu Y.C. Neural network modeling for on-line state estimation in fed-batch culture of L-lysine production Bio. Eng. J. 61 1996 35 40
    • (1996) Bio. Eng. J. , vol.61 , pp. 35-40
    • Wu, W.T.1    Liu, Y.C.2
  • 35
    • 0032744630 scopus 로고    scopus 로고
    • Gas-liquid interfacial mass transfer in trickle-bed reactors: State of the art correlations
    • Iliuta I. Larachi F. Grandjean B.P.A. Wild G. Gas-liquid interfacial mass transfer in trickle-bed reactors: state of the art correlations Chem. Eng. Sci. 54 1999 5633 5645
    • (1999) Chem. Eng. Sci. , vol.54 , pp. 5633-5645
    • Iliuta, I.1    Larachi, F.2    Grandjean, B.P.A.3    Wild, G.4
  • 37
    • 0000734683 scopus 로고    scopus 로고
    • A neural network strategy for batch process optimization
    • Krothapally M. Palanki S. A neural network strategy for batch process optimization Comp. Chem. Eng. 21 1997 463 468
    • (1997) Comp. Chem. Eng. , vol.21 , pp. 463-468
    • Krothapally, M.1    Palanki, S.2
  • 38
    • 0034143476 scopus 로고    scopus 로고
    • Prediction of minimum fluidization velocity in three-phase fluidized-bed reactors
    • Larachi F. Iliuta I. Rival O. Grandjean B.P.A. Prediction of minimum fluidization velocity in three-phase fluidized-bed reactors Ind. Eng. Chem. Res. 39 2000 563 572
    • (2000) Ind. Eng. Chem. Res. , vol.39 , pp. 563-572
    • Larachi, F.1    Iliuta I2    Rival O3    Grandjean B.P.A4
  • 39
    • 0030131409 scopus 로고    scopus 로고
    • Fast response distributed parameters fluidized bed reactor model for propylene partial oxidation using feed-forward neural network methods
    • Leib T.M. Mills P.L. Lerou J.J. Fast response distributed parameters fluidized bed reactor model for propylene partial oxidation using feed-forward neural network methods Chem. Eng. Sci. 51 1996 2189 2198
    • (1996) Chem. Eng. Sci. , vol.51 , pp. 2189-2198
    • Leib, T.M.1    Mills P.L2    Lerou J.J3
  • 40
    • 0029137464 scopus 로고
    • Evaluation of neural networks for simulation of three-phase bubble column reactors
    • Leib T.M. Mills P.L. Lerou J.J. Turner J.R. Evaluation of neural networks for simulation of three-phase bubble column reactors Trans IchemE 73 Part A 1995 690 696
    • (1995) Trans IchemE , vol.73 , Issue.PART A , pp. 690-696
    • Leib, T.M.1    Mills P.L2    Lerou J.J3    Turner J.R4
  • 41
    • 0001764422 scopus 로고
    • Adaptive model-based control using neural networks
    • Mills P.M. Zomaya A.Y. Tade M.O. Adaptive model-based control using neural networks Int. J. Control 60 1994 1163 1192
    • (1994) Int. J. Control , vol.60 , pp. 1163-1192
    • Mills, P.M.1    Zomaya, A.Y.2    Tade, M.O.3
  • 42
    • 0000012570 scopus 로고    scopus 로고
    • Neural network based approach for optimization applied to an industrial nylon-6,6 polymerization process
    • Nascimento C.A.O. Giudici R. Neural network based approach for optimization applied to an industrial nylon-6,6 polymerization process Comp. Chem. Eng. 22 1998 595 600
    • (1998) Comp. Chem. Eng. , vol.22 , pp. 595-600
    • Nascimento, C.A.O.1    Giudici, R.2
  • 43
    • 0034287621 scopus 로고    scopus 로고
    • Neural network based approach for optimization of industrial chemical processes
    • Nascimento C.A.O. Giudici R. Guardani R. Neural network based approach for optimization of industrial chemical processes Comp. Chem. Eng. 24 2000 2303 2314
    • (2000) Comp. Chem. Eng. , vol.24 , pp. 2303-2314
    • Nascimento, C.A.O.1    Giudici, R.2    Guardani, R.3
  • 44
    • 0034112503 scopus 로고    scopus 로고
    • Control of nonisothermal CSTR with time varying parameters via dynamic neural network control (DNNC)
    • Nikravesh M. Farrell Stanford T.G. Control of nonisothermal CSTR with time varying parameters via dynamic neural network control (DNNC) Chem. Eng. J. 76 2000 1 16
    • (2000) Chem. Eng. J. , vol.76 , pp. 1-16
    • Nikravesh, M.1    Farrel2    Stanford, T.G.3
  • 45
    • 0033166113 scopus 로고    scopus 로고
    • A hybrid neural network-first principles model for fixed-bed reactor
    • Qi H. Zhou X.G. Liu L.H. Yuan W.K. A hybrid neural network-first principles model for fixed-bed reactor Chem. Eng. Sci. 54 1999 2521 2526
    • (1999) Chem. Eng. Sci. , vol.54 , pp. 2521-2526
    • Qi, H.1    Zhou X.G2    Liu L.H3    Yuan W.K4
  • 47
    • 0030737837 scopus 로고    scopus 로고
    • A dynamic neural network approach to nonlinear process modeling
    • Shaw A.M. Doyle F.J.III Schwaber J.S. A dynamic neural network approach to nonlinear process modeling Comp. Chem. Eng. 21 1996 371 385
    • (1996) Comp. Chem. Eng. , vol.21 , pp. 371-385
    • Shaw, A.M.1    Doyle, F.J.2    Schwaber, J.S.3
  • 48
    • 0032100131 scopus 로고    scopus 로고
    • Hydroxylation of phenol to dihydroxybenzenes: Development of artificial neural-network-based process identification and model predictive control strategies for a pilot plant scale reactor
    • Tendulkar S.B. Tambe S.S. Chandra I. Rao P.V. Naik R.V. Kulkarni B.D. Hydroxylation of phenol to dihydroxybenzenes: development of artificial neural-network-based process identification and model predictive control strategies for a pilot plant scale reactor Ind. Eng. Chem. Res. 37 1998 2081 2085
    • (1998) Ind. Eng. Chem. Res. , vol.37 , pp. 2081-2085
    • Tendulkar, S.B.1    Tambe, S.S.2    Chandra, I.3    Rao, P.V.4    Naik, R.V.5    Kulkarni, B.D.6
  • 49
    • 0026205389 scopus 로고
    • A neural network methodology for heat transfer data analysis
    • Thibault J. Grandjean B.P.A. A neural network methodology for heat transfer data analysis J. Heat Mass Transfer 34 1991 2063 2070
    • (1991) J. Heat Mass Transfer , vol.34 , pp. 2063-2070
    • Thibault, J.1    Grandjean, B.P.A.2
  • 50
    • 0031153681 scopus 로고    scopus 로고
    • A generalized approach to process state estimation using hybrid artificial neural network/mechanistic models
    • Wilson J.A. Zorzetto F.M. A generalized approach to process state estimation using hybrid artificial neural network/mechanistic models Comp. Chem. Eng. 21 1996 951 963
    • (1996) Comp. Chem. Eng. , vol.21 , pp. 951-963
    • Wilson, J.A.1    Zorzetto, F.M.2
  • 51
    • 0030147710 scopus 로고    scopus 로고
    • Modeling of a fixed-bed reactor using the K-L expansion and neural networks
    • Zhou X.G. Liu L.H. Dai Y.C. Yuan W.K. Modeling of a fixed-bed reactor using the K-L expansion and neural networks Chem. Eng. Sci. 51 1996 2179 2188
    • (1996) Chem. Eng. Sci. , vol.51 , pp. 2179-2188
    • Zhou, X.G.1    Liu, L.H.2    Dai, Y.C.3    Yuan, W.K.4
  • 60
    • 36149025564 scopus 로고
    • On physical similar systems: Illustrations of the use of dimensional equations
    • Buckingham E. On physical similar systems: illustrations of the use of dimensional equations Phys. Rev. 4 1914 345 376
    • (1914) Phys. Rev. , vol.4 , pp. 345-376
    • Buckingham, E.1
  • 62
    • 0024866495 scopus 로고
    • On the approximate realization of continuous mappings by neural networks
    • Funahashi K. On the approximate realization of continuous mappings by neural networks Neural Networks 2 1989 183 192
    • (1989) Neural Networks , vol.2 , pp. 183-192
    • Funahashi, K.1
  • 63
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • Hornik K. Stinchcombe M. White H. Multilayer feedforward networks are universal approximators Neural Networks 2 1989 359 366
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 65
    • 0032140934 scopus 로고    scopus 로고
    • Bias and variance of vadidation methods for function approximation neural networks under conditions of sparse data
    • Twomey J.M. Smith A.E. Bias and variance of vadidation methods for function approximation neural networks under conditions of sparse data IEEE Trans. Syst. Man Cybern. 28 3 Part C 1998 417 430
    • (1998) IEEE Trans. Syst. Man Cybern. , vol.28 , Issue.3 PART C , pp. 417-430
    • Twomey, J.M.1    Smith, A.E.2
  • 67
    • 0015283639 scopus 로고
    • Turbulence phenomena at free surfaces
    • Davies J.T. Turbulence phenomena at free surfaces AIChE J. 18 1972 169 173
    • (1972) AIChE J. , vol.18 , pp. 169-173
    • Davies, J.T.1
  • 68
    • 0345426676 scopus 로고
    • The continuous phase heat and mass-transfer properties of dispersion
    • Calderbank P.H. Moo-Young M.B. The continuous phase heat and mass-transfer properties of dispersion Chem. Eng. Sci. 16 1961 39 54
    • (1961) Chem. Eng. Sci. , vol.16 , pp. 39-54
    • Calderbank, P.H.1    Moo-Young M.B2
  • 71
    • 0026258110 scopus 로고
    • Operating characteristics of a gas/liquid contactor using gas-inducing turbine
    • He D.X. Chiang S.H. Klinzing G.E. Operating characteristics of a gas/liquid contactor using gas-inducing turbine J. Chin. Inst. Chem. Eng. 22 1991 321 328
    • (1991) J. Chin. Inst. Chem. Eng. , vol.22 , pp. 321-328
    • He, D.X.1    Chiang, S.H.2    Klinzing, G.E.3
  • 72
    • 51649134242 scopus 로고
    • Observations on the effect of medium density and viscosity on the rate of induced aeration in agitated vessels
    • Aldrich C. van Deventer J.S.J. Observations on the effect of medium density and viscosity on the rate of induced aeration in agitated vessels Metal. Mat. Trans. B. 25B 1994 303 306
    • (1994) Metal. Mat. Trans. B. , vol.25 B , pp. 303-306
    • Aldrich, C.1    van Deventer, J.S.J.2
  • 75
    • 0000903169 scopus 로고
    • Physical rate processes in industrial fermentation. part I: The interfacial area in gas-liquid contacting with mechanical agitation
    • Calderbank P.H. Physical rate processes in industrial fermentation. part I: the interfacial area in gas-liquid contacting with mechanical agitation Trans. Inst. Chem. Eng. 36 1958 443 463
    • (1958) Trans. Inst. Chem. Eng. , vol.36 , pp. 443-463
    • Calderbank, P.H.1
  • 76
    • 84984089081 scopus 로고
    • Fundamentals of the hydrodynamic mechanism of splitting in dispersion processes
    • Hinze J.O. Fundamentals of the hydrodynamic mechanism of splitting in dispersion processes AIChE J. 1 1955 289
    • (1955) AIChE J. , vol.1 , pp. 289
    • Hinze, J.O.1
  • 78
    • 0038646788 scopus 로고
    • The influence of diffusivity on liquid phase mass transfer to the free interface in a stirred vessel
    • Kosinski A.A. King C.J. The influence of diffusivity on liquid phase mass transfer to the free interface in a stirred vessel AIChE J. 12 1966 109 116
    • (1966) AIChE J. , vol.12 , pp. 109-116
    • Kosinski, A.A.1    King, C.J.2
  • 79
    • 84985598246 scopus 로고
    • Mass transfer to the free interface in a stirred vessel
    • Farritor R.E. Hughmark G.A. Mass transfer to the free interface in a stirred vessel AIChE J. 20 1974 1027 1028
    • (1974) AIChE J. , vol.20 , pp. 1027-1028
    • Farritor, R.E.1    Hughmark, G.A.2
  • 81
    • 0003122780 scopus 로고
    • The rate of absorption of a pure gas into a still liquid during short periods of exposure
    • Higbie R. The rate of absorption of a pure gas into a still liquid during short periods of exposure Trans. Am. Inst. Chem. Eng. 31 1935 365
    • (1935) Trans. Am. Inst. Chem. Eng. , vol.31 , pp. 365
    • Higbie, R.1
  • 82
    • 84981833380 scopus 로고
    • Hollow stirrers for gassing of liquids. Determination of gas diffusion and wave performance
    • Zlokarnik M. Hollow stirrers for gassing of liquids. Determination of gas diffusion and wave performance Chem. Ing. Eng. 38 1966 357 366
    • (1966) Chem. Ing. Eng. , vol.38 , pp. 357-366
    • Zlokarnik, M.1
  • 86
    • 0000689707 scopus 로고
    • Pressure dependency of liquid phase mass transfer coefficients
    • Yoshida F. Arakawa S.-I. Pressure dependency of liquid phase mass transfer coefficients AIChE J. 14 1968 962 963
    • (1968) AIChE J. , vol.14 , pp. 962-963
    • Yoshida, F.1    Arakawa, S.-I.2
  • 87
    • 0016332352 scopus 로고
    • Effects of pressure on liquid-phase mass transfer coefficients
    • Teramoto M. Tai S. Nishii K. Teranishi H. Effects of pressure on liquid-phase mass transfer coefficients Chem. Eng. J. 8 1974 223 226
    • (1974) Chem. Eng. J. , vol.8 , pp. 223-226
    • Teramoto, M.1    Tai, S.2    Nishii, K.3    Teranishi, H.4
  • 88
    • 0028431328 scopus 로고
    • Mass transfer and bubble size in a bubble column under pressure
    • Wilkinson M.P. Haringa H. van Dierendonck L.L. Mass transfer and bubble size in a bubble column under pressure Chem. Eng. Sci. 49 1994 1417 1427
    • (1994) Chem. Eng. Sci. , vol.49 , pp. 1417-1427
    • Wilkinson, M.P.1    Haringa, H.2    van Dierendonck, L.L.3
  • 89
    • 0018985693 scopus 로고
    • Gas holdup and bubble diameter in pressurized gas-liquid stirred vessels
    • Sridhar T. Potter O.E. Gas holdup and bubble diameter in pressurized gas-liquid stirred vessels Ind. Eng. Chem. Fundam. 19 1980 21 26
    • (1980) Ind. Eng. Chem. Fundam. , vol.19 , pp. 21-26
    • Sridhar, T.1    Potter O.E2
  • 90
    • 49649158404 scopus 로고
    • Mass transfer in mechanically agitated gas-liquid contactors
    • Metha V.D. Sharma M.M. Mass transfer in mechanically agitated gas-liquid contactors Chem. Eng. Sci. 26 1971 461
    • (1971) Chem. Eng. Sci. , vol.26 , pp. 461
    • Metha, V.D.1    Sharma M.M2
  • 91
    • 0020330560 scopus 로고
    • Gas/liquid mass transfer in stirred vessels-a critical review
    • Judat H. Gas/liquid mass transfer in stirred vessels-a critical review Ger. Chem. Eng. 5 1982 357
    • (1982) Ger. Chem. Eng. , vol.5 , pp. 357
    • Judat, H.1


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