메뉴 건너뛰기




Volumn 63, Issue 6, 2008, Pages 1497-1509

Development of an artificial neural network correlation for prediction of hold-up of slurry transport in pipelines

Author keywords

Artificial neural network; Slurry flow regime; Slurry hold up

Indexed keywords

CORRELATION METHODS; MATHEMATICAL MODELS; PRESSURE DROP; SLURRIES;

EID: 38949144672     PISSN: 00092509     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ces.2007.11.030     Document Type: Article
Times cited : (72)

References (32)
  • 3
    • 0031278430 scopus 로고    scopus 로고
    • Liquid saturation in cocurrent upflow fixed-bed reactors: a state-of-the-art correlation
    • Bensetiti Z., Larachi F., Grandjean B.P.A., and Wild G. Liquid saturation in cocurrent upflow fixed-bed reactors: a state-of-the-art correlation. Chemical Engineering Science 52 21/22 (1997) 4239
    • (1997) Chemical Engineering Science , vol.52 , Issue.21-22 , pp. 4239
    • Bensetiti, Z.1    Larachi, F.2    Grandjean, B.P.A.3    Wild, G.4
  • 4
    • 0025010309 scopus 로고
    • Use of neural nets for dynamic modeling and control of chemical process systems
    • Bhatt N., and McAvoy T.J. Use of neural nets for dynamic modeling and control of chemical process systems. Computers and Chemical Engineering 14 4 (1990) 573-582
    • (1990) Computers and Chemical Engineering , vol.14 , Issue.4 , pp. 573-582
    • Bhatt, N.1    McAvoy, T.J.2
  • 5
    • 0032216181 scopus 로고    scopus 로고
    • Prediction of the rate of cross flow membrane ultra filtration of colloids: a neural network approach
    • Bowen W.R., Jones W.R., and Yusef H.N. Prediction of the rate of cross flow membrane ultra filtration of colloids: a neural network approach. Chemical Engineering Science 53 22 (1998) 3793
    • (1998) Chemical Engineering Science , vol.53 , Issue.22 , pp. 3793
    • Bowen, W.R.1    Jones, W.R.2    Yusef, H.N.3
  • 6
    • 0028449105 scopus 로고
    • Neural network based objective flow regime identification in air-water two phase flow
    • Cai S., Toral H., Qui J., and Archar J.S. Neural network based objective flow regime identification in air-water two phase flow. The Canadian Journal of Chemical Engineering 72 3 (1994) 440
    • (1994) The Canadian Journal of Chemical Engineering , vol.72 , Issue.3 , pp. 440
    • Cai, S.1    Toral, H.2    Qui, J.3    Archar, J.S.4
  • 8
    • 38949195186 scopus 로고    scopus 로고
    • Ghanta, K.C, 1996. Studies on rheological and transport characteristic of solid liquid suspension in pipeline. Ph.D. Thesis, IIT Kharagpur.
    • Ghanta, K.C, 1996. Studies on rheological and transport characteristic of solid liquid suspension in pipeline. Ph.D. Thesis, IIT Kharagpur.
  • 9
    • 0033079644 scopus 로고    scopus 로고
    • Pressure drop prediction in hydraulic transport of bi-dispersed particles of coal and copper ore in pipeline
    • Ghanta K.C., and Purohit N.K. Pressure drop prediction in hydraulic transport of bi-dispersed particles of coal and copper ore in pipeline. The Canadian Journal of Chemical Engineering 77 (1999) 127-131
    • (1999) The Canadian Journal of Chemical Engineering , vol.77 , pp. 127-131
    • Ghanta, K.C.1    Purohit, N.K.2
  • 14
    • 0024878952 scopus 로고    scopus 로고
    • Hecht-Nielsen, R., 1989. Theory of the back propagation neural network. In: Proceedings of the International Joint Conference on Neural Networks, vol. 1, pp. 593-611.
    • Hecht-Nielsen, R., 1989. Theory of the back propagation neural network. In: Proceedings of the International Joint Conference on Neural Networks, vol. 1, pp. 593-611.
  • 15
    • 0024880831 scopus 로고
    • Multilayer feedforward neural networks are universal approximators
    • Hornik K., Stinchcombe M., and White H. Multilayer feedforward neural networks are universal approximators. Neural Networks 2 (1989) 359
    • (1989) Neural Networks , vol.2 , pp. 359
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 16
    • 0036496682 scopus 로고    scopus 로고
    • Hydrodynamics of trickle-flow reactors: updated slip functions for the slit models
    • Iliuta I., Grandjean B.P.A., and Larachi F. Hydrodynamics of trickle-flow reactors: updated slip functions for the slit models. Chemical Engineering Research and Design 80 A2 (2002) 195
    • (2002) Chemical Engineering Research and Design , vol.80 , Issue.A2 , pp. 195
    • Iliuta, I.1    Grandjean, B.P.A.2    Larachi, F.3
  • 17
    • 0036802845 scopus 로고    scopus 로고
    • Solids concentration profiles and hold up in pipeline flow of multisized particulate slurries
    • Kaushal D.R., and Tomita Y. Solids concentration profiles and hold up in pipeline flow of multisized particulate slurries. International Journal of Multiphase Flow 28 (2002) 1697-1717
    • (2002) International Journal of Multiphase Flow , vol.28 , pp. 1697-1717
    • Kaushal, D.R.1    Tomita, Y.2
  • 23
    • 0021229053 scopus 로고
    • Computational methods for coal slurry pipeline with heterogeneous size distribution
    • Roco M.C., and Shook C.A. Computational methods for coal slurry pipeline with heterogeneous size distribution. Powder Technology 39 (1984) 159-176
    • (1984) Powder Technology , vol.39 , pp. 159-176
    • Roco, M.C.1    Shook, C.A.2
  • 24
  • 26
    • 0017488440 scopus 로고
    • Flow of slurries in pipelines
    • Turian R.M., and Yuan T.F. Flow of slurries in pipelines. A.I.Ch.E. Journal 23 (1977) 232-243
    • (1977) A.I.Ch.E. Journal , vol.23 , pp. 232-243
    • Turian, R.M.1    Yuan, T.F.2
  • 27
    • 0024905756 scopus 로고
    • A neural network methodology for process fault diagnosis
    • Venkatasubramanian V., and Chan K. A neural network methodology for process fault diagnosis. A.I.Ch.E. Journal 35 (1989) 1993
    • (1989) A.I.Ch.E. Journal , vol.35 , pp. 1993
    • Venkatasubramanian, V.1    Chan, K.2
  • 28
    • 38949106777 scopus 로고    scopus 로고
    • Wasp, E.J., Aude, T.C., Kenny, J.P., Seiter, R.H., Jacques, R.B., 1970. Deposition velocities, transition velocities and spatial distribution of solids in slurry pipelines. In: Proceedings of Hydro Transport, vol. 1. BHRA Fluid Engineering, Coventry, UK, pp. 53-76 (paper H4.2).
    • Wasp, E.J., Aude, T.C., Kenny, J.P., Seiter, R.H., Jacques, R.B., 1970. Deposition velocities, transition velocities and spatial distribution of solids in slurry pipelines. In: Proceedings of Hydro Transport, vol. 1. BHRA Fluid Engineering, Coventry, UK, pp. 53-76 (paper H4.2).
  • 29
    • 38949090566 scopus 로고    scopus 로고
    • Wilson, K.C., 1976. A unified physically-based analysis of solid-liquid pipeline flow. In: Proceedings of the Fourth International Conference on Hydraulic Transport of Solids. BHRA Fluid Engineering, Cranfield, UK, pp. 1-16 (paper A2).
    • Wilson, K.C., 1976. A unified physically-based analysis of solid-liquid pipeline flow. In: Proceedings of the Fourth International Conference on Hydraulic Transport of Solids. BHRA Fluid Engineering, Cranfield, UK, pp. 1-16 (paper A2).
  • 30
    • 38949113056 scopus 로고    scopus 로고
    • Wilson, K.C., 1988. Evaluation of interfacial friction for pipeline transport models. In: Proceedings of the 11th International Conference on the Hydraulic Transport of Solids in Pipes. Stratford-upon-Avon, UK, pp. 107-116 (paper B4).
    • Wilson, K.C., 1988. Evaluation of interfacial friction for pipeline transport models. In: Proceedings of the 11th International Conference on the Hydraulic Transport of Solids in Pipes. Stratford-upon-Avon, UK, pp. 107-116 (paper B4).
  • 31
    • 0024096077 scopus 로고
    • Dispersive-force modeling of turbulent suspension in heterogeneous slurry flow
    • Wilson K.C., and Pugh F.J. Dispersive-force modeling of turbulent suspension in heterogeneous slurry flow. The Canadian Journal of Chemical Engineering 66 (1988) 721-727
    • (1988) The Canadian Journal of Chemical Engineering , vol.66 , pp. 721-727
    • Wilson, K.C.1    Pugh, F.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.