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Volumn 12, Issue 2, 2010, Pages 201-211

Application of neuro-fuzzy model to estimate the characteristics of local scour downstream of stilling basins

Author keywords

Anfis model; Local scour; Stilling basin; Time evolution

Indexed keywords


EID: 77951539912     PISSN: 14647141     EISSN: None     Source Type: Journal    
DOI: 10.2166/hydro.2009.069     Document Type: Article
Times cited : (30)

References (20)
  • 1
    • 26444480333 scopus 로고    scopus 로고
    • Neural networks for estimation of scour downstream of a ski-jump bucket
    • Azmathullah, H. M., Deo, M. C. & Deolalikar, P. B. 2005 Neural networks for estimation of scour downstream of a ski-jump bucket. J. Hydraul. Eng. 131 (10), 898-908.
    • (2005) J. Hydraul. Eng. , vol.131 , Issue.10 , pp. 898-908
    • Azmathullah, H.M.1    Deo, M.C.2    Deolalikar, P.B.3
  • 2
    • 34248631948 scopus 로고    scopus 로고
    • Machine learning approach to modeling sediment transport
    • DOI 10.1061/(ASCE)0733-9429(2007)133:4(440)
    • Bhattacharya, B., Price, R. K. & Solomatine, D. P. 2007 Machine learning approach to modelling sediment transport. J. Hydraul. Eng 133 (4), 440-450. (Pubitemid 46773158)
    • (2007) Journal of Hydraulic Engineering , vol.133 , Issue.4 , pp. 440-450
    • Bhattacharya, B.1    Price, R.K.2    Solomatine, D.P.3
  • 3
    • 0007732808 scopus 로고
    • Conformity and time scale in twodimensional local scour
    • Hydraulic Research Laboratory, Poona, India
    • Breusers, H. N. C. 1966 Conformity and time scale in twodimensional local scour. In: Proceedings of the Symposium on Model and Prototype Conformity, Hydraulic Research Laboratory, Poona, India pp. 1-8.
    • (1966) Proceedings of the Symposium on Model and Prototype Conformity , pp. 1-8
    • Breusers, H.N.C.1
  • 4
    • 28444489651 scopus 로고    scopus 로고
    • Adaptive neuro-fuzzy inference system for prediction of water level in reservoir
    • DOI 10.1016/j.advwatres.2005.04.015, PII S0309170805001338
    • Chang, F. J. & Chang, Y. T. 2006 Adaptive neuro-fuzzy inference system for prediction of water level in reservoir. J. Adv. Water Res. 29 (1), 1-10. (Pubitemid 41722644)
    • (2006) Advances in Water Resources , vol.29 , Issue.1 , pp. 1-10
    • Chang, F.-J.1    Chang, Y.-T.2
  • 5
    • 33646075449 scopus 로고    scopus 로고
    • The strategy of building a flood forecast model by neuro-fuzzy network
    • Chen, S. H., Lin, Y. H., Chang, L. C. & Chang, F. J. 2006 The strategy of building a flood forecast model by neuro-fuzzy network. Hydrological Processes 20(7), 1525-1540.
    • (2006) Hydrological Processes , vol.20 , Issue.7 , pp. 1525-1540
    • Chen, S.H.1    Lin, Y.H.2    Chang, L.C.3    Chang, F.J.4
  • 6
    • 77951529403 scopus 로고    scopus 로고
    • Design of Small Dams 3rd edition 1987 United States Department of the Interior Bureau of Reclamation, Water Resources Technical Publication, Washington, DC
    • Design of Small Dams 3rd edition 1987 United States Department of the Interior Bureau of Reclamation, Water Resources Technical Publication, Washington, DC.
  • 7
    • 20344385052 scopus 로고    scopus 로고
    • Applicability of neuro-fuzzy techniques in predicting ground-water vulnerability: A GIS-based sensitivity analysis
    • DOI 10.1016/j.jhydrol.2004.11.010, PII S0022169404005402
    • Dixon, B. 2005 Applicability of neuro-fuzzy techniques in predicting ground-water vulnerability: a GIS-based sensitivity analysis. J. Hydrology 309, 17-38. (Pubitemid 40778310)
    • (2005) Journal of Hydrology , vol.309 , Issue.1-4 , pp. 17-38
    • Dixon, B.1
  • 9
    • 0029414330 scopus 로고
    • Application of neural networks in stratified flow stability analysis
    • Grubert, J. P. 1995 Application of neural networks in stratified flow stability analysis. J. Hydraul. Eng 121, 523-532.
    • (1995) J. Hydraul. Eng , vol.121 , pp. 523-532
    • Grubert, J.P.1
  • 10
    • 0007786587 scopus 로고
    • Observation on the nature of scour
    • University of Iowa, Iowa City, USA
    • Larsen, E. M. 1952 Observation on the nature of scour. In: Proc. 5th Hydraulic Conference. University of Iowa, Iowa City, USA. pp. 79-197.
    • (1952) Proc. 5th Hydraulic Conference , pp. 79-197
    • Larsen, E.M.1
  • 11
    • 21244443364 scopus 로고    scopus 로고
    • Modelling suspended sediment transport using an integrated numerical and ANNs model
    • Lin, B. & Namin, M. M. 2005 Modeling suspended sediment transport using an integrated numerical and ANNs model. J. Hydraul. Res. 43 (3), 302-310. (Pubitemid 40899845)
    • (2005) Journal of Hydraulic Research , vol.43 , Issue.3 , pp. 302-310
    • Lin, B.1    Namin, M.M.2
  • 12
    • 1642377104 scopus 로고    scopus 로고
    • Prediction of scour depth at culvert outlets using neural networks
    • Liriano, S. L. & Day, R. A. 2001 Prediction of scour depth at culvert outlets using neural networks. J. Hydroinform. 3, 231-238.
    • (2001) J. Hydroinform. , vol.3 , pp. 231-238
    • Liriano, S.L.1    Day, R.A.2
  • 14
    • 0036611003 scopus 로고    scopus 로고
    • Prediction of sediment load concentration in rivers using artificial neural network model
    • DOI 10.1061/(ASCE)0733-9429(2002)128:6(588)
    • Nagy, H. M., Watanabe, B. & Hirano, M. 2002 Prediction of sediment load concentration in rivers using artificial neural network model. J. Hydraul. Eng 128 (6), 588-595. (Pubitemid 34724746)
    • (2002) Journal of Hydraulic Engineering , vol.128 , Issue.6 , pp. 588-595
    • Nagy, H.M.1    Watanabe, K.2    Hirano, M.3
  • 15
    • 0014776873 scopus 로고
    • River flow forecasting through conceptual models. Part 1: A discussion of principles
    • Nash, J. E. & Sutcliffe, J. E. 1970 River flow forecasting through conceptual models. Part 1: a discussion of principles. J. Hydrology 10, 282-290.
    • (1970) J. Hydrology , vol.10 , pp. 282-290
    • Nash, J.E.1    Sutcliffe, J.E.2
  • 16
    • 1942490118 scopus 로고    scopus 로고
    • A neuro-fuzzy computing technique for modeling hydrological time series
    • Nayak, P. C., Sudheer, K. P., Rangan, D. M. & Ramasastri, K. S. 2004 A neuro-fuzzy computing technique for modeling hydrological time series.J. Hydrol. 291 (1-2), 52-66.
    • (2004) J. Hydrol. , vol.291 , Issue.1-2 , pp. 52-66
    • Nayak, P.C.1    Sudheer, K.P.2    Rangan, D.M.3    Ramasastri, K.S.4
  • 17
    • 0020727954 scopus 로고    scopus 로고
    • Multi-dimensional fuzzy reasoning
    • Sugeno, M. & Takagi, T. 2005 Multi-dimensional fuzzy reasoning. Fuzzy Sets Syst. 9(1-3), 313-325.
    • (2005) Fuzzy Sets Syst. , vol.9 , Issue.1-3 , pp. 313-325
    • Sugeno, M.1    Takagi, T.2
  • 18
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its applications to modeling and control
    • Takagi, T. & Sugeno, M. 1985 Fuzzy identification of systems and its applications to modeling and control. IEEE Transactions on Systems 15(1), 116-132. (Pubitemid 15111870)
    • (1985) IEEE Transactions on Systems, Man and Cybernetics , vol.15 , Issue.1 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 20
    • 84858198963 scopus 로고
    • Scour at downstream end of dams in Taiwan
    • Bangkok, Thailand AIT, Bangkok
    • Wu, C. M. 1973 Scour at downstream end of dams in Taiwan. In: Proc. International Symposium on River Mechanics, Bangkok, Thailand vol.I (A. 13). AIT, Bangkok, pp. 1-6.
    • (1973) Proc. International Symposium on River Mechanics , vol.1 , Issue.A. 13 , pp. 1-6
    • Wu, C.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.