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Volumn 14, Issue 1, 2012, Pages 152-166

Air demand in gated tunnels - A Bayesian approach to merge various predictions

Author keywords

Adaptive network based fuzzy inference system; Aeration; Bayesian model average; Fuzzy logic; Gated tunnel; Genetic fuzzy system

Indexed keywords


EID: 84861207428     PISSN: 14647141     EISSN: None     Source Type: Journal    
DOI: 10.2166/hydro.2011.108     Document Type: Article
Times cited : (14)

References (51)
  • 1
    • 34848908346 scopus 로고    scopus 로고
    • Application of fuzzy logic to the evaluation of runoff in a tropical watershed
    • DOI 10.1016/j.envsoft.2007.07.006, PII S1364815207001405
    • Barreto-Neto, A. A. & de Souza Filho, C. R. 2008 Application of fuzzy logic to the evaluation of runoff in a tropical watershed. Environ Model Software 23 (2), 244-253. (Pubitemid 47496226)
    • (2008) Environmental Modelling and Software , vol.23 , Issue.2 , pp. 244-253
    • Barreto-Neto, A.A.1    De Souza Filho, C.R.2
  • 2
    • 33847679664 scopus 로고    scopus 로고
    • Neural network and neuro-fuzzy assessments for scour depth around bridge piers
    • DOI 10.1016/j.engappai.2006.06.012, PII S0952197606001230
    • Bateni, S. M., Borghei, S. M. & Jeng, D. S. 2007 Neural network and neuro-fuzzy assessments for scour depth around bridge piers. Engng Applic. of Art. Intell. 20 (3), 401-414. (Pubitemid 46366651)
    • (2007) Engineering Applications of Artificial Intelligence , vol.20 , Issue.3 , pp. 401-414
    • Bateni, S.M.1    Borghei, S.M.2    Jeng, D.-S.3
  • 3
    • 34247632172 scopus 로고    scopus 로고
    • Modeling aeration efficiency of stepped cascades by using ANFIS
    • DOI 10.1002/clen.200700019
    • Baylar, A., Hanbay, D. & Ozpolat, E. 2007 Modeling aeration efficiency of stepped cascades by using ANFIS. CLEAN-Soil, Air, Water 35 (2), 186-192. (Pubitemid 46672125)
    • (2007) Clean - Soil, Air, Water , vol.35 , Issue.2 , pp. 186-192
    • Baylar, A.1    Hanbay, D.2    Ozpolat, E.3
  • 4
    • 77953611687 scopus 로고    scopus 로고
    • Hydraulic structures in water aeration processes
    • Baylar, A., Unsal, M. & Ozkan, F. 2009 Hydraulic structures in water aeration processes. Water, Air, & Soil Pollution 210 (1), 87-100.
    • (2009) Water, Air, & Soil Pollution , vol.210 , Issue.1 , pp. 87-100
    • Baylar, A.1    Unsal, M.2    Ozkan, F.3
  • 7
    • 84974743850 scopus 로고
    • Fuzzy model identification based on cluster estimation
    • Chiu, S. L. 1994 Fuzzy model identification based on cluster estimation. J. Intell. Fuzzy Syst. 2 (3), 267-278.
    • (1994) J. Intell. Fuzzy Syst. , vol.2 , Issue.3 , pp. 267-278
    • Chiu, S.L.1
  • 8
    • 5044249722 scopus 로고    scopus 로고
    • A river water quality management model for optimising regional wastewater treatment using a genetic algorithm
    • DOI 10.1016/j.jenvman.2004.07.004, PII S0301479704001537
    • Cho, J. H., Seok Sung, K. & Ryong Ha, S. 2004 A river water quality management model for optimising regional wastewater treatment using a genetic algorithm. J. Environ. Manag. 73 (3), 229-242. (Pubitemid 39341766)
    • (2004) Journal of Environmental Management , vol.73 , Issue.3 , pp. 229-242
    • Cho, J.H.1    Seok Sung, K.2    Ryong Ha, S.3
  • 10
    • 33847274843 scopus 로고    scopus 로고
    • Multi-model ensemble hydrologic prediction using Bayesian model averaging
    • DOI 10.1016/j.advwatres.2006.11.014, PII S030917080600220X
    • Duan, Q., Ajami, N. K., Gao, X. & Sorooshian, S. 2007 Multimodel ensemble hydrologic prediction using Bayesian model averaging. Adv. Wat. Res. 30 (5), 1371-1386. (Pubitemid 46323445)
    • (2007) Advances in Water Resources , vol.30 , Issue.5 , pp. 1371-1386
    • Duan, Q.1    Ajami, N.K.2    Gao, X.3    Sorooshian, S.4
  • 11
    • 34447632660 scopus 로고    scopus 로고
    • Evaluation of spatially variable control parameters in a complex catchment modelling system: A genetic algorithm application
    • Fang, T. & Ball, J. E. 2007 Evaluation of spatially variable control parameters in a complex catchment modelling system: A genetic algorithm application. J. Hydroinform. 9 (3), 163-173.
    • (2007) J. Hydroinform. , vol.9 , Issue.3 , pp. 163-173
    • Fang, T.1    Ball, J.E.2
  • 12
    • 77951539912 scopus 로고    scopus 로고
    • Application of neuro-fuzzy model to estimate the characteristics of local scour downstream of stilling basins
    • Farhoudi, J., Hosseini, S. & Sedghi-Asl, M. 2010 Application of neuro-fuzzy model to estimate the characteristics of local scour downstream of stilling basins. J. Hydroinform. 12 (2), 201-211.
    • (2010) J. Hydroinform. , vol.12 , Issue.2 , pp. 201-211
    • Farhoudi, J.1    Hosseini, S.2    Sedghi-Asl, M.3
  • 13
    • 11144315254 scopus 로고    scopus 로고
    • Rainfall-runoff modelling using adaptive neuro-fuzzy systems
    • Gautam, D. K. & Holz, K. P. 2001 Rainfall-runoff modelling using adaptive neuro-fuzzy systems. J. Hydroinform. 3 (1), 3-10.
    • (2001) J. Hydroinform. , vol.3 , Issue.1 , pp. 3-10
    • Gautam, D.K.1    Holz, K.P.2
  • 14
    • 33744791952 scopus 로고    scopus 로고
    • A symbolic data-driven technique based on evolutionary polynomial regression
    • Giustolisi, O. & Savic, D. A. 2006 A symbolic data-driven technique based on evolutionary polynomial regression. J. Hydroinform. 8 (3), 207-222.
    • (2006) J. Hydroinform. , vol.8 , Issue.3 , pp. 207-222
    • Giustolisi, O.1    Savic, D.A.2
  • 16
    • 65949083119 scopus 로고    scopus 로고
    • A fuzzy logic based dynamic wave model inversion algorithm for canal regulation
    • Gopakumar, R. & Mujumdar, P. P. 2009 A fuzzy logic based dynamic wave model inversion algorithm for canal regulation. Hydrological Processes 23 (12), 1739-1752.
    • (2009) Hydrological Processes , vol.23 , Issue.12 , pp. 1739-1752
    • Gopakumar, R.1    Mujumdar, P.P.2
  • 17
    • 0036174317 scopus 로고    scopus 로고
    • Post-construction settlement of rockfill dams analyzed via adaptive network-based fuzzy inference systems
    • DOI 10.1016/S0266-352X(01)00025-8, PII S0266352X01000258
    • Habibagahi, G. 2002 Post-construction settlement of rockfill dams analyzed via adaptive network-based fuzzy inference systems. Computers and Geotechnics 29 (3), 211-233. (Pubitemid 34162059)
    • (2002) Computers and Geotechnics , vol.29 , Issue.3 , pp. 211-233
    • Habibagahi, G.1
  • 19
    • 60949094753 scopus 로고    scopus 로고
    • Predicting flow conditions over stepped chutes based on ANFIS. Soft Computing-A Fusion of Foundations
    • Hanbay, D., Baylar, A. & Ozpolat, E. 2009 Predicting flow conditions over stepped chutes based on ANFIS. Soft Computing-A Fusion of Foundations, Methodologies and Applications 13 (7), 701-707.
    • (2009) Methodologies and Applications , vol.13 , Issue.7 , pp. 701-707
    • Hanbay, D.1    Baylar, A.2    Ozpolat, E.3
  • 20
    • 33744790789 scopus 로고
    • Discussion of air-entrainment in high head gated conduits
    • Harshbarger, E. D., Hecker, G. E. & Vigander, S. 1977 Discussion of air-entrainment in high head gated conduits. J. Hydraul. Div. 103 (12), 1486-1488.
    • (1977) J. Hydraul. Div. , vol.103 , Issue.12 , pp. 1486-1488
    • Harshbarger, E.D.1    Hecker, G.E.2    Vigander, S.3
  • 21
    • 84856619314 scopus 로고    scopus 로고
    • Evaluation of bias-correction methods for ensemble streamflow volume forecasts
    • Hashino, T., Bradley, A. A. & Schwartz, S. S. 2006 Evaluation of bias-correction methods for ensemble streamflow volume forecasts. Hydrology and Earth System Sciences Discussions 3 (2), 561-594. (Pubitemid 46894241)
    • (2006) Hydrology and Earth System Sciences Discussions , vol.3 , Issue.2 , pp. 561-594
    • Hashino, T.1    Bradley, A.A.2    Schwartz, S.S.3
  • 26
    • 79151479582 scopus 로고    scopus 로고
    • Neuro-fuzzy and soft computing-a computational approach to learning and machine intelligence book review
    • Jang, J. S. R., Sun, C. T. & Mizutani, E. 1997 Neuro-fuzzy and soft computing-a computational approach to learning and machine intelligence book review. IEEE Transactions on Automatic Control 42 (10), 1482-1484.
    • (1997) IEEE Transactions on Automatic Control , vol.42 , Issue.10 , pp. 1482-1484
    • Jang, J.S.R.1    Sun, C.T.2    Mizutani, E.3
  • 27
    • 64349121781 scopus 로고    scopus 로고
    • Model of behaviour of conductivity versus ph in acid mine drainage water, based on fuzzy logic and data mining techniques
    • Jimenez, A., Aroba, J., de la Torre, M. L., Andujar, J. M. & Grande, J. A. 2009 Model of behaviour of conductivity versus ph in acid mine drainage water, based on fuzzy logic and data mining techniques. J. Hydroinf. 11 (2), 147-153.
    • (2009) J. Hydroinf. , vol.11 , Issue.2 , pp. 147-153
    • Jimenez, A.1    Aroba, J.2    De La Torre, M.L.3    Andujar, J.M.4    Grande, J.A.5
  • 29
    • 34548486926 scopus 로고    scopus 로고
    • Controlling spillway gates of dams by using fuzzy logic controller with optimum rule number
    • DOI 10.1016/j.asoc.2007.01.004, PII S1568494607000129
    • Karaboga, D., Bagis, A. & Haktanir, T. 2008 Controlling spillway gates of dams by using fuzzy logic controller with optimum rule number. Applied Soft Computing 8 (1), 232-238. (Pubitemid 47374559)
    • (2008) Applied Soft Computing Journal , vol.8 , Issue.1 , pp. 232-238
    • Karaboga, D.1    Bagis, A.2    Haktanir, T.3
  • 34
    • 84883049735 scopus 로고    scopus 로고
    • Fuzzy logic-based approaches in water resource system modelling
    • Mujumdar, P. P. & Ghosh, S. 2008 Fuzzy logic-based approaches in water resource system modelling. Practical Hydroinformatics 68 (3), 165-176.
    • (2008) Practical Hydroinformatics , vol.68 , Issue.3 , pp. 165-176
    • Mujumdar, P.P.1    Ghosh, S.2
  • 35
    • 77953522664 scopus 로고    scopus 로고
    • Numerical simulation of air-water flow in gated tunnels
    • Najafi, M. R. & Zarrati, A. R. 2010 Numerical simulation of air-water flow in gated tunnels. Proc. ICE - Wat. Manag. 163 (6), 289-295.
    • (2010) Proc. ICE - Wat. Manag. , vol.163 , Issue.6 , pp. 289-295
    • Najafi, M.R.1    Zarrati, A.R.2
  • 37
    • 20444497873 scopus 로고    scopus 로고
    • Using Bayesian model averaging to calibrate forecast ensembles
    • DOI 10.1175/MWR2906.1
    • Raftery, A. E., Gneiting, T., Balabdaoui, F. & Polakowski, M. 2005 Using Bayesian model averaging to calibrate forecast ensembles. Monthly Weather Review 133 (5), 1155-1174. (Pubitemid 40829946)
    • (2005) Monthly Weather Review , vol.133 , Issue.5 , pp. 1155-1174
    • Raftery, A.E.1    Gneiting, T.2    Balabdaoui, F.3    Polakowski, M.4
  • 39
    • 0016102044 scopus 로고
    • Erratum: Effect of entrained air on cavitation damage
    • Russell, S. O. & Sheehan, G. J. 1974 Erratum: Effect of entrained air on cavitation damage. Can. J. Civil Eng. 1 (2), 97-107.
    • (1974) Can. J. Civil Eng. , vol.1 , Issue.2 , pp. 97-107
    • Russell, S.O.1    Sheehan, G.J.2
  • 40
    • 0016875652 scopus 로고
    • Air-entrainment in high head gated conduits
    • Sharma, H. R. 1976 Air-entrainment in high head gated conduits. J. Hydraul. Div. 102 (11), 1629-1646.
    • (1976) J. Hydraul. Div. , vol.102 , Issue.11 , pp. 1629-1646
    • Sharma, H.R.1
  • 43
    • 0034209601 scopus 로고    scopus 로고
    • Air-water flow in bottom outlets
    • Speerli, J. & Hager, W. H. 2000 Air-water flow in bottom outlets. Can. J. Civil Eng. 27 (3), 454-462.
    • (2000) Can. J. Civil Eng. , vol.27 , Issue.3 , pp. 454-462
    • Speerli, J.1    Hager, W.H.2
  • 45
    • 0021314119 scopus 로고
    • Derivation of fuzzy control rules from human operator's control actions
    • Takagi, T. & Sugeno, M. 1984 Derivation of fuzzy control rules from human operator's control actions. In Proceedings of the IFAC Symposium on Fuzzy Information, Knowledge Representation and Decision Analysis, Pergamon, Oxford, pp. 55-60. (Pubitemid 14633040)
    • (1984) IFAC Proceedings Series , pp. 55-60
    • Takagi, T.1    Sugeno, M.2
  • 48
    • 57049103413 scopus 로고    scopus 로고
    • Ensemble Bayesian model averaging using Markov Chain Monte Carlo sampling
    • Vrugt, J. A., Diks, C. G. H. & Clark, M. P. 2008 Ensemble Bayesian model averaging using Markov Chain Monte Carlo sampling. Environmental Fluid Mechanics 8 (5), 579-595.
    • (2008) Environmental Fluid Mechanics , vol.8 , Issue.5 , pp. 579-595
    • Vrugt, J.A.1    Diks, C.G.H.2    Clark, M.P.3
  • 50
    • 0242463437 scopus 로고
    • On the role of the Froude criterion for the study of air entrainment in high velocity flows
    • Leningrad, USSR, Paper 1.15 (in French)
    • Wisner, P. 1965 On the role of the Froude criterion for the study of air entrainment in high velocity flows. In Proceedings of the 11th IAHR Congress, Leningrad, USSR, Paper 1.15 (in French).
    • (1965) Proceedings of the 11th IAHR Congress
    • Wisner, P.1


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