메뉴 건너뛰기




Volumn 4, Issue 4, 2013, Pages 717-722

Modeling of local scour depth downstream hydraulic structures in trapezoidal channel using GEP and ANNs

Author keywords

ANN; Current deflector; GEP; Local scour; Trapezoidal channel

Indexed keywords

BRIDGE PIERS; GENE EXPRESSION; LINEAR REGRESSION; NEURAL NETWORKS; RISK PERCEPTION; STILLING BASINS;

EID: 84887819063     PISSN: 20904479     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asej.2013.04.005     Document Type: Article
Times cited : (31)

References (38)
  • 2
    • 78650576147 scopus 로고    scopus 로고
    • Scour depth modelling by a multi-objective evolutionary paradigm
    • D. Laucelli, and O. Giustolisi Scour depth modelling by a multi-objective evolutionary paradigm Environ Modell Softw 26 4 2011 498 509
    • (2011) Environ Modell Softw , vol.26 , Issue.4 , pp. 498-509
    • Laucelli, D.1    Giustolisi, O.2
  • 4
    • 0021891981 scopus 로고
    • Free jet scours below dams and flip buckets
    • P.J. Mason, and K. Arumugam Free jet scours below dams and flip buckets J Hydraul Eng ASCE 111 2 1985 220 235
    • (1985) J Hydraul Eng ASCE , vol.111 , Issue.2 , pp. 220-235
    • Mason, P.J.1    Arumugam, K.2
  • 5
    • 0029539490 scopus 로고
    • Incised stream physical habitat restoration with stone weirs
    • F.D. Shields, J.R. Knight, and S.S. Cooper Incised stream physical habitat restoration with stone weirs Regul Rivers: Res Manage 10 1995 181 198
    • (1995) Regul Rivers: Res Manage , vol.10 , pp. 181-198
    • Shields, F.D.1    Knight, J.R.2    Cooper, S.S.3
  • 7
    • 54249085849 scopus 로고    scopus 로고
    • Prediction of scour downstream of grade-control structures using neural networks
    • A. Guven, and M. Gunal Prediction of scour downstream of grade-control structures using neural networks J Hydraul Eng 134 11 2008 1656 1660
    • (2008) J Hydraul Eng , vol.134 , Issue.11 , pp. 1656-1660
    • Guven, A.1    Gunal, M.2
  • 8
    • 17344374667 scopus 로고
    • A study of scours at the end of stilling basin and use of horizontal beams as energy dissipation
    • C. Osman, O. Korkt, and T. Rifat A study of scours at the end of stilling basin and use of horizontal beams as energy dissipation Int Comm High Barrages Madrid 1973 23 37
    • (1973) Int Comm High Barrages Madrid , pp. 23-37
    • Osman, C.1    Korkt, O.2    Rifat, T.3
  • 10
    • 84887828263 scopus 로고
    • The proper location of floor sill with scour reach downstream of heading-up structure
    • A. Nashta The proper location of floor sill with scour reach downstream of heading-up structure Bull Fac Eng, Assuite Univ 23 2 1995 11 19
    • (1995) Bull Fac Eng, Assuite Univ , vol.23 , Issue.2 , pp. 11-19
    • Nashta, A.1
  • 12
    • 84887820494 scopus 로고    scopus 로고
    • Combined effects of baffle piers and an end sill on scour downstream of hydraulic structures
    • A.M. Negm, M.S. Mohamed, and A.A. El-saiad Combined effects of baffle piers and an end sill on scour downstream of hydraulic structures Civil Eng Res Mag (CERM), Al-Azhar Univ, Egypt 22 4 2000 1620 1638
    • (2000) Civil Eng Res Mag (CERM), Al-Azhar Univ, Egypt , vol.22 , Issue.4 , pp. 1620-1638
    • Negm, A.M.1    Mohamed, M.S.2    El-Saiad, A.A.3
  • 14
    • 84887824605 scopus 로고    scopus 로고
    • Minimization of scour downstream heading up structures using single lines of angle baffles
    • A.A. EL Masry, and T.E. Sarhan Minimization of scour downstream heading up structures using single lines of angle baffles Eng Res J, Helwan Univ, Fac Eng, Mataria, Cairo, Egypt 69 2000 192 207
    • (2000) Eng Res J, Helwan Univ, Fac Eng, Mataria, Cairo, Egypt , vol.69 , pp. 192-207
    • El Masry, A.A.1    Sarhan, T.E.2
  • 15
    • 84887824613 scopus 로고    scopus 로고
    • Minimization of scour downstream heading up structures using double lines of angle baffles
    • IWTC, Alexandria, Egypt
    • EL Masry A. Minimization of scour downstream heading up structures using double lines of angle baffles. In: Sixth international water technology conference, IWTC, Alexandria, Egypt; 2001.
    • (2001) Sixth International Water Technology Conference
    • El Masry, A.1
  • 16
    • 85158793298 scopus 로고    scopus 로고
    • Effect of using three-lines of angle baffles on scour downstream heading-up structures
    • M.M. El-Gamal Effect of using three-lines of angle baffles on scour downstream heading-up structures Mansora Eng J, Fac Eng, Mansora Univ, Egypt 26 2 2001 73 485
    • (2001) Mansora Eng J, Fac Eng, Mansora Univ, Egypt , vol.26 , Issue.2 , pp. 73-485
    • El-Gamal, M.M.1
  • 17
    • 0032681761 scopus 로고    scopus 로고
    • Applications of artificial neural networks to the generation of wave equations from hydraulic data
    • Y.B. Dibike, A.W. Minns, and M.B. Abbott Applications of artificial neural networks to the generation of wave equations from hydraulic data J Hydraul Res 37 1 1999 81 97
    • (1999) J Hydraul Res , vol.37 , Issue.1 , pp. 81-97
    • Dibike, Y.B.1    Minns, A.W.2    Abbott, M.B.3
  • 18
    • 1642377104 scopus 로고    scopus 로고
    • Prediction of scour depth at culvert outlets using neural networks
    • S.L. Liriano, and R.A. Day Prediction of scour depth at culvert outlets using neural networks J Hydro-Informatics 3 4 2001 231 238
    • (2001) J Hydro-Informatics , vol.3 , Issue.4 , pp. 231-238
    • Liriano, S.L.1    Day, R.A.2
  • 19
    • 84887420286 scopus 로고    scopus 로고
    • Knowledge extraction from trained neural network scour model at culvert outlets
    • 10.1007/s00521-012-1164-2
    • H.M. Azamathulla, and A.M. Haque Knowledge extraction from trained neural network scour model at culvert outlets Neural Comput Appl September 2012 10.1007/s00521-012-1164-2
    • (2012) Neural Comput Appl , Issue.SEPTEMBER
    • Azamathulla, H.M.1    Haque, A.M.2
  • 20
    • 84887825779 scopus 로고    scopus 로고
    • Artificial neural net work prediction of maximum scour hole downstream hydraulic structures
    • Sharm EL Sheikh, Egypt
    • Mohamed S. Artificial neural net work prediction of maximum scour hole downstream hydraulic structures. In: 11th International water technology conference IWTCII, Sharm EL Sheikh, Egypt; 2007.
    • (2007) 11th International Water Technology Conference IWTCII
    • Mohamed, S.1
  • 21
    • 0035386555 scopus 로고    scopus 로고
    • Neural network model for predicting flow characteristics in irregular open channel
    • M. Abdeen Neural network model for predicting flow characteristics in irregular open channel Sci J, Fac Eng-Alexandria Univ, Alexandria 40 4 2001 539 546
    • (2001) Sci J, Fac Eng-Alexandria Univ, Alexandria , vol.40 , Issue.4 , pp. 539-546
    • Abdeen, M.1
  • 22
    • 0036611003 scopus 로고    scopus 로고
    • Prediction of sediment load concentration in rivers using artificial neural network model
    • H.M. Nagy, K. Watanabe, and M. Hirano Prediction of sediment load concentration in rivers using artificial neural network model J Hydraul Eng 128 6 2002 588 595
    • (2002) J Hydraul Eng , vol.128 , Issue.6 , pp. 588-595
    • Nagy, H.M.1    Watanabe, K.2    Hirano, M.3
  • 24
    • 26444480333 scopus 로고    scopus 로고
    • Neural networks for estimation of scour downstream of ski-jump bucket
    • H.M. Azmathullah, M.C. Deo, and P.B. Deolalikar Neural networks for estimation of scour downstream of ski-jump bucket J Hydraul Eng 131 10 2005 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
  • 25
    • 85086240676 scopus 로고    scopus 로고
    • Using gene expression programming to develop a combined runoff estimate model from conventional rainfall-runoff model outputs
    • Caims, Australia 13-17
    • Fernando DK, Shamseldin AY, Abrahart RJ. Using gene expression programming to develop a combined runoff estimate model from conventional rainfall-runoff model outputs. In: 18th world ImaCS/MODSIM congress, Caims, Australia 13-17; 2009.
    • (2009) 18th World ImaCS/MODSIM Congress
    • Fernando, D.K.1    Shamseldin, A.Y.2    Abrahart, R.J.3
  • 27
    • 66049118001 scopus 로고    scopus 로고
    • Performance evaluation of gene expression programming for hydraulic data mining
    • K. Eldrandaly, and A.M. Negm Performance evaluation of gene expression programming for hydraulic data mining Int Arab J Inform Technol 5 2 2008
    • (2008) Int Arab J Inform Technol , vol.5 , Issue.2
    • Eldrandaly, K.1    Negm, A.M.2
  • 28
    • 0347499408 scopus 로고    scopus 로고
    • Gene expression programming: A new adaptive algorithm for solving problems
    • C. Ferreria Gene expression programming: a new adaptive algorithm for solving problems Complex Syst 13 2 2001 87 129
    • (2001) Complex Syst , vol.13 , Issue.2 , pp. 87-129
    • Ferreria, C.1
  • 29
    • 84865045727 scopus 로고    scopus 로고
    • Gene-expression programming to predict pier scour depth using laboratory data
    • H. Mujahid Khan, H.M. Azamathulla, and Tufail Gene-expression programming to predict pier scour depth using laboratory data J Hydroinformatics 14 3 2012
    • (2012) J Hydroinformatics , vol.14 , Issue.3
    • Mujahid Khan, H.1    Azamathulla, H.M.2    Tufail3
  • 30
    • 84864774120 scopus 로고    scopus 로고
    • Gene expression programming for prediction of scour depth downstream of sills
    • 460-461C
    • H.M. Azamathulla Gene expression programming for prediction of scour depth downstream of sills J Hydrol 2012 169 172 460-461C
    • (2012) J Hydrol , pp. 169-172
    • Azamathulla, H.M.1
  • 31
    • 84864995124 scopus 로고    scopus 로고
    • Gene-expression programming to predict scour at a bridge abutment
    • H.M. Azamathulla Gene-expression programming to predict scour at a bridge abutment IWA J Hydroinformatics 14 2 2012 324 331
    • (2012) IWA J Hydroinformatics , vol.14 , Issue.2 , pp. 324-331
    • Azamathulla, H.M.1
  • 32
    • 84862337215 scopus 로고    scopus 로고
    • Prediction of scour depth at culvert outlets using gene-expression programming
    • H.M. Azamathulla, and A.A. Haque Prediction of scour depth at culvert outlets using gene-expression programming Int J Innovative Comput Inform Control (IJICIC) 8 7 2012 5045 5054
    • (2012) Int J Innovative Comput Inform Control (IJICIC) , vol.8 , Issue.7 , pp. 5045-5054
    • Azamathulla, H.M.1    Haque, A.A.2
  • 34
    • 0032598356 scopus 로고    scopus 로고
    • Application of artificial neural networks to the simulation of a two dimensional flow
    • Y.B. Dibike, and M.B. Abbott Application of artificial neural networks to the simulation of a two dimensional flow J Hydraul Res 37 4 1999 435 446
    • (1999) J Hydraul Res , vol.37 , Issue.4 , pp. 435-446
    • Dibike, Y.B.1    Abbott, M.B.2
  • 35
    • 67650241908 scopus 로고    scopus 로고
    • Prediction of hydraulic design parameters of expanding stilling basins using artificial neural networks
    • A.M. Negm Prediction of hydraulic design parameters of expanding stilling basins using artificial neural networks Egypt J Eng Sci Technol, EJEST 6 1 2002 1 24
    • (2002) Egypt J Eng Sci Technol, EJEST , vol.6 , Issue.1 , pp. 1-24
    • Negm, A.M.1
  • 38
    • 84887825689 scopus 로고    scopus 로고
    • Neural Connection SPSS/Recognition Systems Limited
    • Neural Connection. Software and manuals. SPSS/Recognition Systems Limited; 1998.
    • (1998) Software and Manuals


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.