메뉴 건너뛰기




Volumn 201, Issue 2, 2014, Pages 209-224

PREDICTION OF HORIZONTAL OIL-WATER FLOW PRESSURE GRADIENT USING ARTIFICIAL INTELLIGENCE TECHNIQUES

Author keywords

ANN; Homogeneous model; Oil water flow; Pressure gradient; Two fluid model

Indexed keywords

ANN; ARTIFICIAL INTELLIGENCE TECHNIQUES; ARTIFICIAL NEURAL NETWORK MODELS; AVERAGE ABSOLUTE ERROR; HOMOGENEOUS MODELS; OIL WATER FLOW; SUPERFICIAL VELOCITY; TWO FLUID MODEL;

EID: 84887905881     PISSN: 00986445     EISSN: 15635201     Source Type: Journal    
DOI: 10.1080/00986445.2013.766603     Document Type: Article
Times cited : (33)

References (30)
  • 1
    • 0343005936 scopus 로고    scopus 로고
    • Artificial neural networks: A new tool for prediction of pressure drop of non-Newtonian fluid foods through tubes
    • Adhikari, B., and Jindal, V. K. (2000). Artificial neural networks: A new tool for prediction of pressure drop of non-Newtonian fluid foods through tubes, J. Food Eng., 46, 43 - 51.
    • (2000) J. Food Eng. , vol.46 , pp. 43-51
    • Adhikari, B.1    Jindal, V.K.2
  • 3
    • 84864300565 scopus 로고    scopus 로고
    • Pressure gradient correlation for oil-water separated flow in horizontal pipes
    • Al-Wahaibi, T. (2012). Pressure gradient correlation for oil-water separated flow in horizontal pipes, Exp. Therm. Fluid Sci., 42, 196 - 203.
    • (2012) Exp. Therm. Fluid Sci. , vol.42 , pp. 196-203
    • Al-Wahaibi, T.1
  • 4
    • 34249743169 scopus 로고    scopus 로고
    • Effect of drag-reducing polymers on horizontal oil-water flows
    • Al-Wahaibi, T., Smith, M., and Angeli, P. (2007). Effect of drag-reducing polymers on horizontal oil-water flows, J. Pet. Sci. Eng., 57 (3-4), 334 - 346.
    • (2007) J. Pet. Sci. Eng. , vol.57 , Issue.3-4 , pp. 334-346
    • Al-Wahaibi, T.1    Smith, M.2    Angeli, P.3
  • 6
    • 0344359814 scopus 로고    scopus 로고
    • Pressure gradient in horizontal liquid-liquid flows
    • Angeli, P., and Hewitt, G. F. (1998). Pressure gradient in horizontal liquid-liquid flows, Int. J. Multiphase Flow, 24 (7), 1183 - 1203.
    • (1998) Int. J. Multiphase Flow , vol.24 , Issue.7 , pp. 1183-1203
    • Angeli, P.1    Hewitt, G.F.2
  • 7
    • 77950861028 scopus 로고    scopus 로고
    • Prediction of pressure drop using artificial neural network for non-Newtonian liquid flow through piping components
    • Bar, N., Bandyopadhyay, T. K., Biswas, M. N., and Das, S. K. (2010). Prediction of pressure drop using artificial neural network for non-Newtonian liquid flow through piping components, J. Pet. Sci. Eng., 71, 187 - 194.
    • (2010) J. Pet. Sci. Eng. , vol.71 , pp. 187-194
    • Bar, N.1    Bandyopadhyay, T.K.2    Biswas, M.N.3    Das, S.K.4
  • 9
    • 24944507136 scopus 로고    scopus 로고
    • Pressure drop in liquid-liquid two phase horizontal flow: Experiments and prediction
    • Chakrabarti, D. P., Das, G., and Ray, S. (2005). Pressure drop in liquid-liquid two phase horizontal flow: Experiments and prediction, Chem. Eng. Technol., 28, 1003 - 1009.
    • (2005) Chem. Eng. Technol. , vol.28 , pp. 1003-1009
    • Chakrabarti, D.P.1    Das, G.2    Ray, S.3
  • 10
    • 78149434848 scopus 로고    scopus 로고
    • Identification of liquid-liquid flow pattern in a horizontal pipe using artificial neural network
    • Chakrabarti, D. P., Pilgrim, A., Sastry, M. K. S., and Das, G. (2011). Identification of liquid-liquid flow pattern in a horizontal pipe using artificial neural network, Chem. Eng. Commun., 198, 273 - 285.
    • (2011) Chem. Eng. Commun. , vol.198 , pp. 273-285
    • Chakrabarti, D.P.1    Pilgrim, A.2    Sastry, M.K.S.3    Das, G.4
  • 11
    • 84979474401 scopus 로고
    • Correlation of pressure gradients for the stratified laminar-turbulent pipeline flow of two immiscible liquids
    • Charles, M. E., and Lilleleht, L. U. (1966). Correlation of pressure gradients for the stratified laminar-turbulent pipeline flow of two immiscible liquids, Can. J. Chem. Eng., 44, 47 - 49.
    • (1966) Can. J. Chem. Eng. , vol.44 , pp. 47-49
    • Charles, M.E.1    Lilleleht, L.U.2
  • 13
    • 84984087411 scopus 로고
    • Pressure drop and hold-up in two-phase flow
    • Dukler, A. E., Wicks, M., and Cleveland, R. G. (1964). Pressure drop and hold-up in two-phase flow, AIChE J., 10, 38 - 51.
    • (1964) AIChE J. , vol.10 , pp. 38-51
    • Dukler, A.E.1    Wicks, M.2    Cleveland, R.G.3
  • 15
    • 57749117472 scopus 로고    scopus 로고
    • Viscosity modelling for reservoir fluids: Contribution of partial least square with bootstrap techniques and neural networks
    • Gayon, P. H., Pina, A., Ahmed, I., and Faraj, A. (2008). Viscosity modelling for reservoir fluids: Contribution of partial least square with bootstrap techniques and neural networks, Oil Gas Sci. Technol., 63, 629 - 643.
    • (2008) Oil Gas Sci. Technol. , vol.63 , pp. 629-643
    • Gayon, P.H.1    Pina, A.2    Ahmed, I.3    Faraj, A.4
  • 16
    • 0034372481 scopus 로고    scopus 로고
    • Application of artificial neural networks in chemical engineering
    • Himmelblau, D. M. (2000). Application of artificial neural networks in chemical engineering, Korean J. Chem. Eng., 17 (4), 373 - 392.
    • (2000) Korean J. Chem. Eng. , vol.17 , Issue.4 , pp. 373-392
    • Himmelblau, D.M.1
  • 17
    • 38949144672 scopus 로고    scopus 로고
    • Development of an artificial neural network correlation for prediction of hold-up of slurry transport in pipelines
    • Lahiri, S. K., and Ghanta, K. C. (2008). Development of an artificial neural network correlation for prediction of hold-up of slurry transport in pipelines, Chem. Eng. Sci., 63, 1497 - 1509.
    • (2008) Chem. Eng. Sci. , vol.63 , pp. 1497-1509
    • Lahiri, S.K.1    Ghanta, K.C.2
  • 18
    • 43049127163 scopus 로고    scopus 로고
    • Prediction of pressure gradient and holdup in small Eötvös number liquid-liquid segregated flow
    • Liu, Y., Zhang, H., Wang, S., and Wang, J. (2008). Prediction of pressure gradient and holdup in small Eötvös number liquid-liquid segregated flow, Chin. J. Chem. Eng., 16 (2), 184 - 191.
    • (2008) Chin. J. Chem. Eng. , vol.16 , Issue.2 , pp. 184-191
    • Liu, Y.1    Zhang, H.2    Wang, S.3    Wang, J.4
  • 19
    • 0001975490 scopus 로고
    • Proposed correlation of data for isothermal two-phase, two-component flow in pipes
    • Lockhart, R. W., and Martinelli, R. C. (1949). Proposed correlation of data for isothermal two-phase, two-component flow in pipes, Chem. Eng. Prog., 45, 39 - 48.
    • (1949) Chem. Eng. Prog. , vol.45 , pp. 39-48
    • Lockhart, R.W.1    Martinelli, R.C.2
  • 20
    • 1242276679 scopus 로고    scopus 로고
    • Experimental studies on the dual continuous flow pattern in oil-water flows
    • Lovick, J., and Angeli, P. (2004). Experimental studies on the dual continuous flow pattern in oil-water flows, Int. J. Multiphase Flow, 30, 139 - 157.
    • (2004) Int. J. Multiphase Flow , vol.30 , pp. 139-157
    • Lovick, J.1    Angeli, P.2
  • 21
    • 83555171772 scopus 로고    scopus 로고
    • Neural network-based heat and mass transfer coefficients for the hybrid modeling of fluidized reactors
    • Mjalli, F. S., and Al-Mfargi, A. (2010). Neural network-based heat and mass transfer coefficients for the hybrid modeling of fluidized reactors, Chem. Eng. Commun., 197, 318-342.
    • (2010) Chem. Eng. Commun. , vol.197 , pp. 318-342
    • Mjalli, F.S.1    Al-Mfargi, A.2
  • 22
    • 0030075199 scopus 로고    scopus 로고
    • Flow induced emulsification in the flow of two immiscible liquids in horizontal pipes
    • Nädler, M., and Mewes, D. (1997). Flow induced emulsification in the flow of two immiscible liquids in horizontal pipes, Int. J. Multiphase Flow, 23, 55 - 68.
    • (1997) Int. J. Multiphase Flow , vol.23 , pp. 55-68
    • Nädler, M.1    Mewes, D.2
  • 23
    • 64549145035 scopus 로고    scopus 로고
    • Estimation of pressure drop in venturi scrubbers based on annular two-phase flow model, artificial neural networks and generic algorithm
    • Naseeh, S., Mohebbi, A., Sarrafi, A., and Taheri, M. (2009). Estimation of pressure drop in venturi scrubbers based on annular two-phase flow model, artificial neural networks and generic algorithm, Chem. Eng. J., 150, 131 - 138.
    • (2009) Chem. Eng. J. , vol.150 , pp. 131-138
    • Naseeh, S.1    Mohebbi, A.2    Sarrafi, A.3    Taheri, M.4
  • 24
    • 0035465886 scopus 로고    scopus 로고
    • Neural networks tools for improving tacite hydrodynamic simulation of multiphase flow behavior in pipelines
    • Rey-Fabret, I., Sankar, R., Duret, E., Heintze, E., and Henriot, V. (2001). Neural networks tools for improving tacite hydrodynamic simulation of multiphase flow behavior in pipelines, Oil Gas Sci. Technol., 56, 471 - 478.
    • (2001) Oil Gas Sci. Technol. , vol.56 , pp. 471-478
    • Rey-Fabret, I.1    Sankar, R.2    Duret, E.3    Heintze, E.4    Henriot, V.5
  • 25
    • 33244459625 scopus 로고    scopus 로고
    • Experimental study on oil-water flow in horizontal and slightly inclined pipes
    • Rodriguez, O. M. H., and Oliemans, R. V. A. (2006). Experimental study on oil-water flow in horizontal and slightly inclined pipes, Int. J. Multiphase Flow, 32, 323 - 343.
    • (2006) Int. J. Multiphase Flow , vol.32 , pp. 323-343
    • Rodriguez, O.M.H.1    Oliemans, R.V.A.2
  • 26
    • 69249223215 scopus 로고    scopus 로고
    • Prediction of volume fractions in three-phase flows using nuclear technique and artificial neural network
    • Salgado, C. M., Brandão, L. E., Schirru, R., Pereira, C. M., da Silva, A. X., and Ramos, R. (2009). Prediction of volume fractions in three-phase flows using nuclear technique and artificial neural network, Appl. Radiat. Isotopes, 67, 174 - 177.
    • (2009) Appl. Radiat. Isotopes , vol.67 , pp. 174-177
    • Salgado, C.M.1    Brandão, L.E.2    Schirru, R.3    Pereira, C.M.4    da Silva, A.X.5    Ramos, R.6
  • 27
    • 0028410667 scopus 로고
    • The pressure loss and slug frequency of liquid-liquid-gas slug flow in horizontal pipes
    • Stapelberg, H. H., and Mewes, D. (1994). The pressure loss and slug frequency of liquid-liquid-gas slug flow in horizontal pipes, Int. J. Multiphase Flow, 20, 285 - 303.
    • (1994) Int. J. Multiphase Flow , vol.20 , pp. 285-303
    • Stapelberg, H.H.1    Mewes, D.2
  • 30
    • 18744366351 scopus 로고    scopus 로고
    • Calculation of thixotropic stress of waxy crude oil by BP artificial neural network
    • Zhao, Z. C., Zhang, X. D., Wang, D., and Xu, J. M. (2005). Calculation of thixotropic stress of waxy crude oil by BP artificial neural network, Dalian Ligong Daxue Xuebao/J. Dalian Univ. Technol., 45 (2), 181 - 185.
    • (2005) Dalian Ligong Daxue Xuebao/J. Dalian Univ. Technol. , vol.45 , Issue.2 , pp. 181-185
    • Zhao, Z.C.1    Zhang, X.D.2    Wang, D.3    Xu, J.M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.