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Volumn 130, Issue , 2014, Pages 1-11

Bayesian Belief Networks for predicting drinking water distribution system pipe breaks

Author keywords

Bayesian Belief Networks; Drinking water distribution systems; Expert systems; Graphical models

Indexed keywords

ARTIFICIAL INTELLIGENCE; ASSET MANAGEMENT; BAYESIAN NETWORKS; EXPERT SYSTEMS; INFORMATION MANAGEMENT; LEARNING SYSTEMS; MODELS; POTABLE WATER; UNCERTAINTY ANALYSIS; WATER DISTRIBUTION SYSTEMS; WATER QUALITY;

EID: 84901397422     PISSN: 09518320     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ress.2014.04.024     Document Type: Article
Times cited : (95)

References (60)
  • 2
    • 0037553878 scopus 로고    scopus 로고
    • The potential for health risks from intrusion of contaminants into the distribution system from pressure transients
    • M.W. LeChevallier, R.W. Gullick, M.R. Karim, M. Friedman, and J.E. Funk The potential for health risks from intrusion of contaminants into the distribution system from pressure transients J Water Health 1 1 2003 3 14
    • (2003) J Water Health , vol.1 , Issue.1 , pp. 3-14
    • Lechevallier, M.W.1    Gullick, R.W.2    Karim, M.R.3    Friedman, M.4    Funk, J.E.5
  • 3
    • 78650529109 scopus 로고    scopus 로고
    • Assessing the public health risk of microbial intrusion events in distribution systems: Conceptual model, available data, and challenges
    • M.-C. Besner, M. Prévost, and S. Regli Assessing the public health risk of microbial intrusion events in distribution systems: conceptual model, available data, and challenges Water Res 45 3 2010 1 19
    • (2010) Water Res , vol.45 , Issue.3 , pp. 1-19
    • Besner, M.-C.1    Prévost, M.2    Regli, S.3
  • 4
    • 34548565916 scopus 로고    scopus 로고
    • Breaks and maintenance work in the water distribution systems and gastrointestinal illness: A cohort study
    • Nygård, K., Wahl, E., Krogh, T., Tveit, O.A., Bøhleng, E., Tverdal, A., et al., Breaks and maintenance work in the water distribution systems and gastrointestinal illness: a cohort study, Int J Epidemiol, 36, pp. 873-880.
    • Int J Epidemiol , vol.36 , pp. 873-880
    • Nygård, K.1    Wahl, E.2    Krogh, T.3    Tveit, O.A.4    Bøhleng, E.5    Tverdal, A.6
  • 5
    • 84856055052 scopus 로고    scopus 로고
    • Virus contamination from operation and maintenance events in small drinking water distribution systems
    • E. Lambertini, S.K. Spencer, B.A. Kieke, F.J. Loge, and M.A. Borchardt Virus contamination from operation and maintenance events in small drinking water distribution systems J Water Health 9 4 2011 799
    • (2011) J Water Health , vol.9 , Issue.4 , pp. 799
    • Lambertini, E.1    Spencer, S.K.2    Kieke, B.A.3    Loge, F.J.4    Borchardt, M.A.5
  • 6
    • 84865759538 scopus 로고    scopus 로고
    • Risk of viral acute gastrointestinal illness from nondisinfected drinking water distribution systems
    • E. Lambertini, M.A. Borchardt, B.A. Kieke Jr., S.K. Spencer, and F.J. Loge Risk of viral acute gastrointestinal illness from nondisinfected drinking water distribution systems Environ Sci Technol 46 17 2012 9299 9307
    • (2012) Environ Sci Technol , vol.46 , Issue.17 , pp. 9299-9307
    • Lambertini, E.1    Borchardt, M.A.2    Kieke Jr., B.A.3    Spencer, S.K.4    Loge, F.J.5
  • 7
    • 84879029288 scopus 로고    scopus 로고
    • The association of drinking water treatment and distribution network disturbances with Health Call Centre contacts for gastrointestinal illness symptoms
    • A. Malm, G. Axelsson, L. Barregard, J. Ljungqvist, B. Forsberg, and O. Bergstedt et al. The association of drinking water treatment and distribution network disturbances with Health Call Centre contacts for gastrointestinal illness symptoms Water Res 47 13 2013 4474 4484
    • (2013) Water Res , vol.47 , Issue.13 , pp. 4474-4484
    • Malm, A.1    Axelsson, G.2    Barregard, L.3    Ljungqvist, J.4    Forsberg, B.5    Bergstedt, O.6
  • 8
    • 84893356067 scopus 로고    scopus 로고
    • Public health and pipe breaks in water distribution systems: Analysis with internet search volume as a proxy
    • J.E. Shortridge, and S.D. Guikema Public health and pipe breaks in water distribution systems: analysis with internet search volume as a proxy Water Res 53 2014 26 34
    • (2014) Water Res , vol.53 , pp. 26-34
    • Shortridge, J.E.1    Guikema, S.D.2
  • 9
    • 54049089614 scopus 로고    scopus 로고
    • Statistical models for the analysis of water distribution system pipe break data
    • S. Yamijala, S.D. Guikema, and K. Brumbelow Statistical models for the analysis of water distribution system pipe break data Reliab Eng Syst Saf 94 2 2009 282 293
    • (2009) Reliab Eng Syst Saf , vol.94 , Issue.2 , pp. 282-293
    • Yamijala, S.1    Guikema, S.D.2    Brumbelow, K.3
  • 11
    • 0005324651 scopus 로고
    • Probabilistic reasoning in intelligent systems: Networks of plausible inference, revised second printing
    • J. Pearl Probabilistic reasoning in intelligent systems: networks of plausible inference, revised second printing San Francisco 1988
    • (1988) San Francisco
    • Pearl, J.1
  • 14
    • 69249135541 scopus 로고    scopus 로고
    • Multiobjective approach for pipe replacement based on bayesian inference of break model parameters
    • L. Dridi, A. Mailhot, M. Parizeau, and J.-P. Villeneuve Multiobjective approach for pipe replacement based on bayesian inference of break model parameters J Water Res Pl-ASCE 135 5 2009 344 354
    • (2009) J Water Res Pl-ASCE , vol.135 , Issue.5 , pp. 344-354
    • Dridi, L.1    Mailhot, A.2    Parizeau, M.3    Villeneuve, J.-P.4
  • 15
    • 80052087731 scopus 로고    scopus 로고
    • I-WARP: Individual water main renewal planner
    • Y. Kleiner, and B. Rajani I-WARP: individual water main renewal planner Drink Water Eng Sci 3 1 2010 71 77
    • (2010) Drink Water Eng Sci , vol.3 , Issue.1 , pp. 71-77
    • Kleiner, Y.1    Rajani, B.2
  • 17
    • 41649086747 scopus 로고    scopus 로고
    • Development of pipe deterioration models for water distribution systems using EPR
    • L. Berardi, O. Giustolisi, Z. Kapelan, and D.A. Savic Development of pipe deterioration models for water distribution systems using EPR J Hydroinf 10 2 2008 113
    • (2008) J Hydroinf , vol.10 , Issue.2 , pp. 113
    • Berardi, L.1    Giustolisi, O.2    Kapelan, Z.3    Savic, D.A.4
  • 18
    • 79954418321 scopus 로고    scopus 로고
    • A density-based spatial clustering approach for defining local indicators of drinking water distribution pipe breakage
    • D.P. de Oliveira, J.H. Garrett Jr, and L. Soibelman A density-based spatial clustering approach for defining local indicators of drinking water distribution pipe breakage Adv Eng Inf 25 2011 380 389
    • (2011) Adv Eng Inf , vol.25 , pp. 380-389
    • De Oliveira, D.P.1    Garrett Jr., J.H.2    Soibelman, L.3
  • 19
    • 78650347505 scopus 로고    scopus 로고
    • Detection of patterns in water distribution pipe breakage using spatial scan statistics for point events in a physical network
    • D. de Oliveira, D. Neill, and J. Garrett Jr Detection of patterns in water distribution pipe breakage using spatial scan statistics for point events in a physical network ASCE J Comput Civil Eng 25 1 2011 21 30
    • (2011) ASCE J Comput Civil Eng , vol.25 , Issue.1 , pp. 21-30
    • De Oliveira, D.1    Neill, D.2    Garrett Jr., J.3
  • 20
    • 70349467754 scopus 로고    scopus 로고
    • Comparing risk of failure models in water supply networks using ROC curves
    • A. Debón, A. Carrión, E. Cabrera, and H. Solano Comparing risk of failure models in water supply networks using ROC curves Reliab Eng Syst Saf 95 1 2009 43 48
    • (2009) Reliab Eng Syst Saf , vol.95 , Issue.1 , pp. 43-48
    • Debón, A.1    Carrión, A.2    Cabrera, E.3    Solano, H.4
  • 22
    • 0000336139 scopus 로고
    • Regression models and life-tables
    • D.R. Cox Regression models and life-tables J R Stat Soc A 34 2 1972 187
    • (1972) J R Stat Soc A , vol.34 , Issue.2 , pp. 187
    • Cox, D.R.1
  • 23
    • 33847218969 scopus 로고    scopus 로고
    • Risk factors of structural degradation of an urban water distribution system
    • A. Vanrenterghem-Raven Risk factors of structural degradation of an urban water distribution system ASCE J Comput Civil Eng 13 1 2007 55 64
    • (2007) ASCE J Comput Civil Eng , vol.13 , Issue.1 , pp. 55-64
    • Vanrenterghem-Raven, A.1
  • 27
    • 0035283768 scopus 로고    scopus 로고
    • Improving the analysis of dependable systems by mapping fault trees into Bayesian Networks
    • A. Bobbio, L. Portinale, M. Minichino, and E. Ciancamerla Improving the analysis of dependable systems by mapping fault trees into Bayesian Networks Reliab Eng Syst Saf 71 2014 249 260
    • (2014) Reliab Eng Syst Saf , vol.71 , pp. 249-260
    • Bobbio, A.1    Portinale, L.2    Minichino, M.3    Ciancamerla, E.4
  • 28
    • 54049153147 scopus 로고    scopus 로고
    • A generic method for estimating system reliability using Bayesian Networks
    • O. Doguc, and J.E. Ramirez-Marquez A generic method for estimating system reliability using Bayesian Networks Reliab Eng Syst Saf 94 2 2009 542 550
    • (2009) Reliab Eng Syst Saf , vol.94 , Issue.2 , pp. 542-550
    • Doguc, O.1    Ramirez-Marquez, J.E.2
  • 29
    • 84861686418 scopus 로고    scopus 로고
    • Reliability engineering and system safety
    • (no. C)
    • O. Doguc, and J.E. Ramirez-Marquez Reliability Engineering and System Safety Reliab Eng Syst Saf 104 2012 96 105 (no. C)
    • (2012) Reliab Eng Syst Saf , vol.104 , pp. 96-105
    • Doguc, O.1    Ramirez-Marquez, J.E.2
  • 31
    • 84856350422 scopus 로고    scopus 로고
    • Analysis of the Schiphol Cell Complex fire using a Bayesian belief net based model
    • (no. C)
    • D.M. Hanea, H.M. Jagtman, and B.J.M. Ale Analysis of the Schiphol Cell Complex fire using a Bayesian belief net based model Reliab Eng Syst Saf 100 2012 115 124 (no. C)
    • (2012) Reliab Eng Syst Saf , vol.100 , pp. 115-124
    • Hanea, D.M.1    Jagtman, H.M.2    Ale, B.J.M.3
  • 32
    • 75949126107 scopus 로고    scopus 로고
    • Improved reliability modeling using Bayesian Networks and dynamic discretization
    • D. Marquez, M. Neil, and N. Fenton Improved reliability modeling using Bayesian Networks and dynamic discretization Reliab Eng Syst Saf 95 4 2010 412 425
    • (2010) Reliab Eng Syst Saf , vol.95 , Issue.4 , pp. 412-425
    • Marquez, D.1    Neil, M.2    Fenton, N.3
  • 38
    • 84901390855 scopus 로고    scopus 로고
    • Norsys Software Corporation, "Netica." Norsys Software Corporation, Vancouver, BC, Canada
    • Norsys Software Corporation, "Netica." Norsys Software Corporation, Vancouver, BC, Canada.
  • 41
    • 84880184783 scopus 로고    scopus 로고
    • Mixed non-parametric continuous and discrete Bayesian Belief Nets
    • T. Bedford, J. Quigley, L. Walls, B. Alkali, A. Daneshkhah, G. Hardman, Advances in Mathematical Modeling for Reliability Amsterdam, Netherlands
    • A. Hanea, and D. Kurowicka Mixed non-parametric continuous and discrete Bayesian Belief Nets T. Bedford, J. Quigley, L. Walls, B. Alkali, A. Daneshkhah, G. Hardman, Advances in mathematical modeling for reliability 1 2008 Advances in Mathematical Modeling for Reliability Amsterdam, Netherlands 9 16
    • (2008) Advances in Mathematical Modeling for Reliability , vol.1 , pp. 9-16
    • Hanea, A.1    Kurowicka, D.2
  • 42
    • 0002593344 scopus 로고
    • Multi-interval discretization of continuous-valued attributes for classification learning
    • San Mateo, CA
    • U.M. Fayyad, K.B. Irani, Multi-interval discretization of continuous-valued attributes for classification learning. In: Presented at the 13th international joint conference on artificial intelligence, San Mateo, CA, 1993, 1022-1027.
    • (1993) 13th International Joint Conference on Artificial Intelligence , pp. 1022-1027
    • Fayyad, U.M.1    Irani, K.B.2
  • 45
    • 77955124773 scopus 로고    scopus 로고
    • Learning Bayesian Networks with the bnlearn R Package
    • M. Scutari Learning Bayesian Networks with the bnlearn R Package J Stat Software 35 3 2010 1 22
    • (2010) J Stat Software , vol.35 , Issue.3 , pp. 1-22
    • Scutari, M.1
  • 46
    • 0006999775 scopus 로고    scopus 로고
    • Springer-Verlag (Learning from Data: AI and Statistics V, D. Fisher and H. J. Lenz)
    • D.M. Chickering Learning Bayesian Networks is NP-complete 1996 Springer-Verlag 121 130 (Learning from Data: AI and Statistics V, D. Fisher and H. J. Lenz)
    • (1996) Learning Bayesian Networks Is NP-complete , pp. 121-130
    • Chickering, D.M.1
  • 47
    • 80051967612 scopus 로고    scopus 로고
    • Model building with Belief Networks and influence diagrams
    • W. Edwards, R. F. Miles, and D. von Winterfeldt, editors. New York: Cambridge
    • Schachter, R.D., Model building with Belief Networks and influence diagrams. In: Advances in decision analysis: from foundations to applications, 10, W. Edwards, R. F. Miles, and D. von Winterfeldt, editors. New York: Cambridge; 2007, pp. 177-201.
    • (2007) Advances in Decision Analysis: From Foundations to Applications, 10 , pp. 177-201
    • Schachter, R.D.1
  • 48
    • 84933530882 scopus 로고
    • Approximating discrete probability distributions with dependence trees
    • C.K. Chow, and C.N. Liu Approximating discrete probability distributions with dependence trees IEEE Trans Inf Theory 14 3 1968 1 6
    • (1968) IEEE Trans Inf Theory , vol.14 , Issue.3 , pp. 1-6
    • Chow, C.K.1    Liu, C.N.2
  • 55
    • 0037262841 scopus 로고    scopus 로고
    • Being Bayesian about network structure. A Bayesian approach to structure discovery in Bayesian Networks
    • N. Friedman, and D. Koller Being Bayesian about network structure. A Bayesian approach to structure discovery in Bayesian Networks Mac Learn 50 2003 95 125
    • (2003) Mac Learn , vol.50 , pp. 95-125
    • Friedman, N.1    Koller, D.2
  • 57
    • 70549112629 scopus 로고    scopus 로고
    • Mining and visualising ordinal data with non-parametric continuous BBNs
    • A.M. Hanea, D. Kurowicka, R.M. Cooke, and D.A. Ababei Mining and visualising ordinal data with non-parametric continuous BBNs, Comput Stat Data Anal 54 3 2010 668 687
    • (2010) Comput Stat Data Anal , vol.54 , Issue.3 , pp. 668-687
    • Hanea, A.M.1    Kurowicka, D.2    Cooke, R.M.3    Ababei, D.A.4
  • 58
    • 84857372922 scopus 로고    scopus 로고
    • 2.5 data mining with non-parametric continuous Bayesian beleif nets
    • 2.5 data mining with non-parametric continuous Bayesian beleif nets Inf Process J 9 4 2009 280 286
    • (2009) Inf Process J , vol.9 , Issue.4 , pp. 280-286
    • Hanea, A.1    Harrington, W.2
  • 59
    • 0003697829 scopus 로고
    • Cambridge University Press Cambridge
    • M. Morgan, and M. Henrion Uncertainty 1990 Cambridge University Press Cambridge
    • (1990) Uncertainty
    • Morgan, M.1    Henrion, M.2


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