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Volumn 166, Issue 1-4, 2010, Pages 177-189

Use of a GIS-based hybrid artificial neural network to prioritize the order of pipe replacement in a water distribution network

Author keywords

Artificial neural network; Geographic information system; Radial basis function network; Water leakage

Indexed keywords

ANN PREDICTION; ARTIFICIAL NEURAL NETWORK; ARTIFICIAL NEURAL NETWORK MODELS; EARTHQUAKE DATA; HOTSPOTS; HYBRID ARTIFICIAL NEURAL NETWORK; INPUT FACTORS; LEAKAGE AREA; MANAGEMENT SYSTEMS; PIPE DIAMETER; PIPE MATERIAL; PIPELINE LEAKAGE; SPATIAL DISTRIBUTION; WATER DISTRIBUTION NETWORKS; WATER LEAKAGE;

EID: 77954144036     PISSN: 01676369     EISSN: 15732959     Source Type: Journal    
DOI: 10.1007/s10661-009-0994-6     Document Type: Article
Times cited : (25)

References (30)
  • 2
    • 63749109167 scopus 로고    scopus 로고
    • A bioassessment approach for mid-continent great rivers: The Upper Mississippi, Missouri, and Ohio (USA)
    • 10.1007/s10661-008-0327-1
    • TR Angradi DW Bolgrien TM Jicha MS Pearson BH Hill DL Taylor, et al. 2008 A bioassessment approach for mid-continent great rivers: The Upper Mississippi, Missouri, and Ohio (USA) Environmental Monitoring and Assessment 152 1-4 425 442 10.1007/s10661-008-0327-1
    • (2008) Environmental Monitoring and Assessment , vol.152 , Issue.14 , pp. 425-442
    • Angradi, T.R.1    Bolgrien, D.W.2    Jicha, T.M.3    Pearson, M.S.4    Hill, B.H.5    Taylor, D.L.6
  • 3
    • 0034957027 scopus 로고    scopus 로고
    • Integrated geographical assessment of environmental condition in water catchments: Linking landscape ecology, environmental modelling and GIS
    • DOI 10.1006/jema.2000.0372
    • R Aspinall D Pearson 2000 Integrated geographical assessment of environmental condition in water catchments: Linking landscape ecology, environmental modeling and GIS Journal of Environmental Management 59 4 299 319 10.1006/jema.2000.0372 10.1006/jema.2000.0372 (Pubitemid 32586725)
    • (2000) Journal of Environmental Management , vol.59 , Issue.4 , pp. 299-319
    • Aspinall, R.1    Pearson, D.2
  • 4
    • 0000621802 scopus 로고
    • Multivariable functional interpolation and adaptive network
    • DS Broomhead D Lowe 1988 Multivariable functional interpolation and adaptive network Complex Systems 2 321 355
    • (1988) Complex Systems , vol.2 , pp. 321-355
    • Broomhead, D.S.1    Lowe, D.2
  • 5
    • 23044522944 scopus 로고    scopus 로고
    • Applied and theoretical aspects of binational watershed councils (consejos de cuencas) in the U.S.-Mexico borderlands
    • CP Brown S Mumme 2000 Applied and theoretical aspects of binational watershed councils (consejos de cuencas) in the U.S.-Mexico borderlands Natural Resources Journal 40 4 895 929
    • (2000) Natural Resources Journal , vol.40 , Issue.4 , pp. 895-929
    • Brown, C.P.1    Mumme, S.2
  • 6
    • 0036691827 scopus 로고    scopus 로고
    • Susceptibility of materials to cavitation erosion in Hong Kong
    • 1:CAS:528:DC%2BD38XmtVykurc%3D
    • WM Chan FT Cheng WK Chow 2002 Susceptibility of materials to cavitation erosion in Hong Kong Journal-American Water Works Association 94 8 76 84 1:CAS:528:DC%2BD38XmtVykurc%3D
    • (2002) Journal-American Water Works Association , vol.94 , Issue.8 , pp. 76-84
    • Chan, W.M.1    Cheng, F.T.2    Chow, W.K.3
  • 7
    • 0037209813 scopus 로고    scopus 로고
    • Rough set-based hybrid fuzzy-neural controller design for industrial wastewater treatment
    • DOI 10.1016/S0043-1354(02)00255-5, PII S0043135402002555
    • WC Chen NB Chang JC Chen 2003 Rough set-based hybrid fuzzy-neural controller design for industrial wastewater treatment Water Research 37 1 95 107 10.1016/S0043-1354(02)00255-5 10.1016/S0043-1354(02)00255-5 1:CAS:528:DC%2BD38XotlKhtr4%3D (Pubitemid 35292533)
    • (2003) Water Research , vol.37 , Issue.1 , pp. 95-107
    • Chen, W.C.1    Chang, N.-B.2    Chen, J.-C.3
  • 8
    • 34547112859 scopus 로고    scopus 로고
    • A classification of U.S. estuaries based on physical and hydrologic attributes
    • DOI 10.1007/s10661-006-9372-9
    • VD Engle JC Kurtz LM Smith C Chancy P Bourgeois 2007 A classification of U.S. estuaries based on physical and hydrologic attributes Environmental Monitoring and Assessment 129 397 412 10.1007/s10661-006-9372-9 10.1007/s10661-006-9372-9 (Pubitemid 47103383)
    • (2007) Environmental Monitoring and Assessment , vol.129 , Issue.1-3 , pp. 397-412
    • Engle, V.D.1    Kurtz, J.C.2    Smith, L.M.3    Chancy, C.4    Bourgeois, P.5
  • 10
    • 15144361324 scopus 로고    scopus 로고
    • Seismic performance assessment of water delivery systems
    • DOI 10.1061/(ASCE)1076-0342(1998)4:3(118)
    • HHM Hwang H Lin M Shinozuka 1998 Seismic performance assessment of water distribution systems Journal of Infrastructure Systems 4 3 118 125 10.1061/(ASCE)1076-0342(1998)4:3(118) 10.1061/(ASCE)1076-0342(1998)4:3(118) (Pubitemid 28540175)
    • (1998) Journal of Infrastructure Systems , vol.4 , Issue.3 , pp. 118-125
    • Hwang, H.H.M.1    Lin, H.2    Shinozuka, M.3
  • 11
    • 63449130446 scopus 로고
    • International Water Service Association. IWSA IWA Statistics, London, UK
    • International Water Service Association (1991). Statistics on impact factors of water leakage. IWA Statistics, London, UK: IWSA.
    • (1991) Statistics on Impact Factors of Water Leakage
  • 12
    • 18144406523 scopus 로고    scopus 로고
    • Northridge earthquake effects on pipelines and residential buildings
    • DOI 10.1785/0120040020
    • SS Jeon TD O'Rourke 2005 Northridge earthquake effects on pipelines and residential buildings Bulletin of the Seismological Society of America 95 1 294 318 10.1785/0120040020 10.1785/0120040020 (Pubitemid 40621488)
    • (2005) Bulletin of the Seismological Society of America , vol.95 , Issue.1 , pp. 294-318
    • Jeon, S.-S.1    O'Rourke, T.D.2
  • 16
    • 3042646242 scopus 로고    scopus 로고
    • A decision support system approach for rivers monitoring and sustainable management
    • DOI 10.1023/B:EMAS.0000031717.13972.27
    • B Manos T Bournaris N Silleos V Antonopoulos J Papathanasiou 2004 A decision support system approach for rivers monitoring and sustainable management Environmental Monitoring and Assessment 96 85 98 10.1023/B:EMAS. 0000031717.13972.27 10.1023/B:EMAS.0000031717.13972.27 1:STN:280: DC%2BD2cvitFOjtA%3D%3D (Pubitemid 38801825)
    • (2004) Environmental Monitoring and Assessment , vol.96 , Issue.1-3 , pp. 85-98
    • Manos, B.1    Bournaris, Th.2    Silleos, N.3    Antonopoulos, V.4    Papathanasiou, J.5
  • 17
    • 0036282548 scopus 로고    scopus 로고
    • Linking GIS and water resources management models: An object-oriented method
    • DOI 10.1016/S1364-8152(02)00015-4, PII S1364815202000154
    • DC McKinney X Cia 2002 Linkin GIS and water resources management models: An object-oriented method Environmental Modelling & Software 17 1 413 425 10.1016/S1364-8152(02)00015-4 10.1016/S1364-8152(02)00015-4 (Pubitemid 34635366)
    • (2002) Environmental Modelling and Software , vol.17 , Issue.5 , pp. 413-425
    • McKinney, D.C.1    Cai, X.2
  • 18
    • 0035241789 scopus 로고    scopus 로고
    • Leak detection in pipes by frequency response method
    • 10.1061/(ASCE)0733-9429(2001)127:2(134) 10.1061/(ASCE)0733-9429(2001)127: 2(134)
    • W Mpesha SL Gassman MH Chaudhry 2001 Leak detection in pipes by frequency response method Journal of Hydraulic Engineering 127 2 134 147 10.1061/(ASCE)0733-9429(2001)127:2(134) 10.1061/(ASCE)0733-9429(2001)127:2(134)
    • (2001) Journal of Hydraulic Engineering , vol.127 , Issue.2 , pp. 134-147
    • Mpesha, W.1    Gassman, S.L.2    Chaudhry, M.H.3
  • 19
    • 33748133837 scopus 로고    scopus 로고
    • A fuzzy logic approach to assess groundwater pollution levels below agricultural fields
    • DOI 10.1007/s10661-006-1497-3
    • A Muhammetoglu A Yardimci 2006 A fuzzy logic approach to assess groundwater pollution levels below agricultural fields Environmental Monitoring and Assessment 118 337 354 10.1007/s10661-006-1497-3 10.1007/s10661-006-1497-3 1:CAS:528:DC%2BD28XnsFyitrw%3D (Pubitemid 44314247)
    • (2006) Environmental Monitoring and Assessment , vol.118 , Issue.1-3 , pp. 337-354
    • Muhammetoglu, A.1    Yardimci, A.2
  • 20
    • 47349084270 scopus 로고    scopus 로고
    • Impact of intensive agricultural practices on drinking water quality in the EVROS Region (NE GREECE) by GIS analysis
    • DOI 10.1007/s10661-007-9955-0
    • C Nikolaidis P Mandalos A Vantarakis 2008 Impact of intensive agricultural practices on drinking water quality in the EVROS Region (NE GREECE) by GIS analysis Environmental Monitoring and Assessment 143 43 50 10.1007/s10661-007-9955-0 10.1007/s10661-007-9955-0 1:CAS:528: DC%2BD1cXotFeksL0%3D (Pubitemid 351998291)
    • (2008) Environmental Monitoring and Assessment , vol.143 , Issue.1-3 , pp. 43-50
    • Nikolaidis, C.1    Mandalos, P.2    Vantarakis, A.3
  • 21
    • 0035741154 scopus 로고    scopus 로고
    • Combining a geographical information system and process engineering to design an agricultural-industrial ecosystem
    • 10.1162/108819801760049440 10.1162/108819801760049440
    • DB Özyurt MJ Realff 2008 Combining a geographical information system and process engineering to design an agricultural-industrial ecosystem Journal of Industrial Ecology 5 3 13 31 10.1162/108819801760049440 10.1162/ 108819801760049440
    • (2008) Journal of Industrial Ecology , vol.5 , Issue.3 , pp. 13-31
    • Özyurt, D.B.1    Realff, M.J.2
  • 22
    • 67650088889 scopus 로고    scopus 로고
    • Groundwater vulnerability assessment in shallow aquifer of Kathmandu Valley using GIS-based DRASTIC model
    • 10.1007/s00254-008-1432-8
    • DR Pathak A Hiratsuka I Awata L Chen 2008 Groundwater vulnerability assessment in shallow aquifer of Kathmandu Valley using GIS-based DRASTIC model Environmental Geology 10.1007/s00254-008-1432-8
    • (2008) Environmental Geology
    • Pathak, D.R.1    Hiratsuka, A.2    Awata, I.3    Chen, L.4
  • 24
    • 77954142328 scopus 로고    scopus 로고
    • Taiwan Central Weather Bureau. TCWB Taipei, Taiwan
    • Taiwan Central Weather Bureau (2003). Rainfall statistics, Taipei, Taiwan: TCWB.
    • (2003) Rainfall Statistics
  • 25
    • 63449136684 scopus 로고    scopus 로고
    • Taiwan Water Corporation. Taiwan Water Corp Taiwan
    • Taiwan Water Corporation (2006). Water leakage rate statistics, Taichung. Taiwan: Taiwan Water Corp.
    • (2006) Water Leakage Rate Statistics, Taichung
  • 26
    • 0033102634 scopus 로고    scopus 로고
    • Leak analysis in pipeline systems by means of optimal valve regulation
    • DOI 10.1061/(ASCE)0733-9429(1999)125:3(277)
    • T Tucciarelli A Criminisi D Termini 1999 Leak analysis in pipeline system by means of optimal valve regulation Journal of Hydraulic Engineering 125 3 277 285 10.1061/(ASCE)0733-9429(1999)125:3(277) 10.1061/(ASCE)0733-9429(1999)125: 3(277) (Pubitemid 29384350)
    • (1999) Journal of Hydraulic Engineering , vol.125 , Issue.3 , pp. 277-285
    • Tucciarelli, T.1    Criminisi, A.2    Termini, D.3
  • 27
    • 0032216264 scopus 로고    scopus 로고
    • Leakage reduction in water distribution systems: Optimal valve control
    • DOI 10.1061/(ASCE)0733-9429(1998)124:11(1146)
    • K Vairavamoorthy J Lumbers 1998 Leakage reduction in water distribution networks: Optimal valve control Journal of Hydraulic Engineering 124 11 1146 1154 10.1061/(ASCE)0733-9429(1998)124:11(1146) 10.1061/(ASCE)0733-9429(1998)124: 11(1146) (Pubitemid 29121138)
    • (1998) Journal of Hydraulic Engineering , vol.124 , Issue.11 , pp. 1146-1154
    • Vairavamoorthy, K.1    Lumbers, J.2
  • 28
    • 34547763830 scopus 로고    scopus 로고
    • Groundwater quality suitable zones identification: Application of GIS, Chittoor area, Andhra Pradesh, India
    • 1:CAS:528:DC%2BD2sXosFamtr4%3D
    • S Yammani 2007 Groundwater quality suitable zones identification: Application of GIS, Chittoor area, Andhra Pradesh, India Environmental Monitoring and Assessment 53 201 210 1:CAS:528:DC%2BD2sXosFamtr4%3D
    • (2007) Environmental Monitoring and Assessment , vol.53 , pp. 201-210
    • Yammani, S.1
  • 30
    • 34248666540 scopus 로고
    • Fuzzy set
    • 10.1016/S0019-9958(65)90241-X 10.1016/S0019-9958(65)90241-X
    • LA Zadeh 1965 Fuzzy set Information & Control 8 338 353 10.1016/S0019-9958(65)90241-X 10.1016/S0019-9958(65)90241-X
    • (1965) Information & Control , vol.8 , pp. 338-353
    • Zadeh, L.A.1


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