Skip to main content
Erschienen in: Water Resources Management 10/2013

01.08.2013

Reliability Assessment of Urban Water Distribution Networks Under Seismic Loads

verfasst von: Michalis Fragiadakis, Symeon E. Christodoulou, Dimitrios Vamvatsikos

Erschienen in: Water Resources Management | Ausgabe 10/2013

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Presented herein is a methodology for the seismic assessment of the reliability of urban water distribution networks (UWDN) based on general seismic assessment standards, as per the American Lifelines Alliance (ALA) guidelines, and localized historical records of critical risk-of-failure metrics pertaining to the specific UWDN under assessment. The proposed methodology is applicable to UWDN under both normal or abnormal operating conditions (such as intermittent water supply), and the assessment of reliability incorporates data of past non-seismic damage, the vulnerabilities of the network components against seismic loading, and the topology of a UWDN. Historical data obtained using records of pipe burst incidents are processed to produce clustered ‘survival curves’, depicting the pipes’ estimated survival rate over time. The survival curves are then used to localize the generalized fragility values of the network components (primarily pipes), as assessed using the approach suggested by the ALA guidelines. The network reliability is subsequently assessed using Graph Theory (Djikstra’s shortest path algorithm), while the system reliability is calculated using Monte Carlo simulation. The methodology proposed is demonstrated on a simple small-scale network and on a real-scale district metered area (DMA). The proposed approach allows the estimation of the probability that a network fails to provide the desired level of service and allows for the prioritization of retrofit interventions and of capacity-upgrade actions pertaining to existing water pipe networks.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Adachi T, Ellingwood BR (2008) Serviceability of earthquake-damaged water systems: effects of electrical power availability and power backup systems on system vulnerability. Reliab Eng Syst Saf 9(1):78–88CrossRef Adachi T, Ellingwood BR (2008) Serviceability of earthquake-damaged water systems: effects of electrical power availability and power backup systems on system vulnerability. Reliab Eng Syst Saf 9(1):78–88CrossRef
Zurück zum Zitat Ahmad SH (1988) Simple enumeration of minimal cutsets of acyclic directed graph. IEEE Trans Reliab 37(5):484–487CrossRef Ahmad SH (1988) Simple enumeration of minimal cutsets of acyclic directed graph. IEEE Trans Reliab 37(5):484–487CrossRef
Zurück zum Zitat ALA (2001) American Lifelines Alliance: seismic fragility formulations for water systems—guideline and appendices. American Lifelines Alliance, Washington DC, USA ALA (2001) American Lifelines Alliance: seismic fragility formulations for water systems—guideline and appendices. American Lifelines Alliance, Washington DC, USA
Zurück zum Zitat Andreou SA, Marks DH, Clark RM (1987) New methodology for modeling break failure patterns in deteriorating water distribution systems: applications. Adv Water Resour AWREDI 10:2–10CrossRef Andreou SA, Marks DH, Clark RM (1987) New methodology for modeling break failure patterns in deteriorating water distribution systems: applications. Adv Water Resour AWREDI 10:2–10CrossRef
Zurück zum Zitat Ballantyne D (1990) Earthquake loss estimation modelling of the Seatle water system. Report N. 886005, supported by U.S. Geological Survey Project Number 14-08-0001-G1526, Kennedy/Jenks Consultants Ballantyne D (1990) Earthquake loss estimation modelling of the Seatle water system. Report N. 886005, supported by U.S. Geological Survey Project Number 14-08-0001-G1526, Kennedy/Jenks Consultants
Zurück zum Zitat Carrion A, Solano H, Gamiz ML, Debon A (2010) Evaluation of the reliability of a water supply network from right-censored and left-truncated break data. Water Resour Manag 24(12):2917–2935CrossRef Carrion A, Solano H, Gamiz ML, Debon A (2010) Evaluation of the reliability of a water supply network from right-censored and left-truncated break data. Water Resour Manag 24(12):2917–2935CrossRef
Zurück zum Zitat Christodoulou SE (2011) Water network assessment and reliability analysis by use of survival analysis. Water Resour Manag 25:1229–1238CrossRef Christodoulou SE (2011) Water network assessment and reliability analysis by use of survival analysis. Water Resour Manag 25:1229–1238CrossRef
Zurück zum Zitat Christodoulou S, Agathokleous A (2012) A study on the effects of intermittent water supply on the vulnerability of urban water distribution networks. Water Sci Technol Water Supply 12(4):523–530CrossRef Christodoulou S, Agathokleous A (2012) A study on the effects of intermittent water supply on the vulnerability of urban water distribution networks. Water Sci Technol Water Supply 12(4):523–530CrossRef
Zurück zum Zitat Christodoulou SE, Deligianni A (2010) A neurofuzzy decision framework for the management of water distribution networks. Water Resour Manag 24(1):139–156CrossRef Christodoulou SE, Deligianni A (2010) A neurofuzzy decision framework for the management of water distribution networks. Water Resour Manag 24(1):139–156CrossRef
Zurück zum Zitat Christodoulou SE, Ellinas G (2010) Pipe routing through ant colony optimization. ACSE J Infrastruct Syst 16(2):149–159CrossRef Christodoulou SE, Ellinas G (2010) Pipe routing through ant colony optimization. ACSE J Infrastruct Syst 16(2):149–159CrossRef
Zurück zum Zitat Christodoulou S, Deligianni A, Aslani P, Agathokleous A (2009) A neurofuzzy decision framework for the management of water distribution networks. Comput Environ Urban Syst 33(2):138–149CrossRef Christodoulou S, Deligianni A, Aslani P, Agathokleous A (2009) A neurofuzzy decision framework for the management of water distribution networks. Comput Environ Urban Syst 33(2):138–149CrossRef
Zurück zum Zitat Christodoulou S, Agathokleous A, Charalambous B, Adamou A (2010) Proactive risk-based integrity assessment of water distribution networks. Water Resour Manag 24(13):3715–3730CrossRef Christodoulou S, Agathokleous A, Charalambous B, Adamou A (2010) Proactive risk-based integrity assessment of water distribution networks. Water Resour Manag 24(13):3715–3730CrossRef
Zurück zum Zitat Cimellaro GP, Renschler C, Arendt L, Bruneau M, Reinhorn AM (2011) Community resilience index for road network systems. In: EURODYN 2011: 8th international conference on structural dynamics, Leuven, Belgium Cimellaro GP, Renschler C, Arendt L, Bruneau M, Reinhorn AM (2011) Community resilience index for road network systems. In: EURODYN 2011: 8th international conference on structural dynamics, Leuven, Belgium
Zurück zum Zitat Clark RM, Stafford CL, Goodrich JA (1982) Water distribution systems: a spatial and cost evaluation. J Water Resour Plann Manag Div 108:243–256 Clark RM, Stafford CL, Goodrich JA (1982) Water distribution systems: a spatial and cost evaluation. J Water Resour Plann Manag Div 108:243–256
Zurück zum Zitat Dietlevsen O (1979) Narrow reliability bounds for structural systems. J Struct Mech 7(4):453–472CrossRef Dietlevsen O (1979) Narrow reliability bounds for structural systems. J Struct Mech 7(4):453–472CrossRef
Zurück zum Zitat Esposito S (2011) Seismic risk analysis of gas distribution networks. PhD thesis, University of Naples Fegerico II, Ph.D. Porgramme in Seismic Risk, Naples, Italy Esposito S (2011) Seismic risk analysis of gas distribution networks. PhD thesis, University of Naples Fegerico II, Ph.D. Porgramme in Seismic Risk, Naples, Italy
Zurück zum Zitat FEMA (2003) HAZUS-MH technical manual: earthquake model. Multi hazard loss estimation methodology. United States Department of Homeland Security, Federal Emergency Management Agency, Washington, DC FEMA (2003) HAZUS-MH technical manual: earthquake model. Multi hazard loss estimation methodology. United States Department of Homeland Security, Federal Emergency Management Agency, Washington, DC
Zurück zum Zitat Fragiadakis M, Vamvatsikos D, Christodoulou SE (2012) Reliability assessment of urban water networks. In: 15th world conference on earthquake engineering, Lisbon, Portugal Fragiadakis M, Vamvatsikos D, Christodoulou SE (2012) Reliability assessment of urban water networks. In: 15th world conference on earthquake engineering, Lisbon, Portugal
Zurück zum Zitat Gibbons A (1985) Algorithmic graph theory. Cambridge University Press, Cambridge Gibbons A (1985) Algorithmic graph theory. Cambridge University Press, Cambridge
Zurück zum Zitat Goulter IC, Kazemi A (1988) Spatial and temporal groupings of water main pipe breakage in Winnipeg. Can J Civ Eng 15:91–97CrossRef Goulter IC, Kazemi A (1988) Spatial and temporal groupings of water main pipe breakage in Winnipeg. Can J Civ Eng 15:91–97CrossRef
Zurück zum Zitat Henley EJ, Williams RA (1973) Graph theory in modern engineering. Academic Press, New York Henley EJ, Williams RA (1973) Graph theory in modern engineering. Academic Press, New York
Zurück zum Zitat Hintze J (2006) NCSS, PASS and GESS. NCSS, Kaysville Hintze J (2006) NCSS, PASS and GESS. NCSS, Kaysville
Zurück zum Zitat Hosmer DW, Lemeshow S, May S (2008) Applied survival analysis: regression modeling of time to event data. Wiley, HobokenCrossRef Hosmer DW, Lemeshow S, May S (2008) Applied survival analysis: regression modeling of time to event data. Wiley, HobokenCrossRef
Zurück zum Zitat Javanbarg MB, Scawthorn C, Kiyono J, Ono Y (2009) Minimal path sets seismic reliability evaluation of lifeline networks with link and node failures. In: Lifeline earthquake engineering in a multihazard environment. ASCE Technical Council on Lifeline Earthquake Engineering, Oakland, CA Javanbarg MB, Scawthorn C, Kiyono J, Ono Y (2009) Minimal path sets seismic reliability evaluation of lifeline networks with link and node failures. In: Lifeline earthquake engineering in a multihazard environment. ASCE Technical Council on Lifeline Earthquake Engineering, Oakland, CA
Zurück zum Zitat Kaplan EL, Meier P (1958) Nonparametric estimation from incomplete observations. J Am Stat Assoc 53:457–481CrossRef Kaplan EL, Meier P (1958) Nonparametric estimation from incomplete observations. J Am Stat Assoc 53:457–481CrossRef
Zurück zum Zitat Kleiner Y, Rajani B (1999) Using limited data to assess future needs. J Am Water Works Assoc 91:47–61 Kleiner Y, Rajani B (1999) Using limited data to assess future needs. J Am Water Works Assoc 91:47–61
Zurück zum Zitat Kottegoda NT, Rosso R (1997) Statistics, probability and reliability for civil and environmental engineers. McGraw-Hill College, USA Kottegoda NT, Rosso R (1997) Statistics, probability and reliability for civil and environmental engineers. McGraw-Hill College, USA
Zurück zum Zitat Melchers RE (1999) Structural reliability: analysis and prediction. Wiley, New York Melchers RE (1999) Structural reliability: analysis and prediction. Wiley, New York
Zurück zum Zitat Nuti C, Rasulo A, Vanzi I (2010) Seismic safety of network structures and infrastructures. Struct Infrastruct Eng 6(1–2):95–110CrossRef Nuti C, Rasulo A, Vanzi I (2010) Seismic safety of network structures and infrastructures. Struct Infrastruct Eng 6(1–2):95–110CrossRef
Zurück zum Zitat Park S (2008) Identifying the hazard characteristics of pipes in water distribution systems by using the proportional hazards model: theory. KSCE J Civ Eng 8(6):663–668CrossRef Park S (2008) Identifying the hazard characteristics of pipes in water distribution systems by using the proportional hazards model: theory. KSCE J Civ Eng 8(6):663–668CrossRef
Zurück zum Zitat Park S (2011) Estimating the timing of the economical replacement of water mains based on the predicted pipe break times using the proportional hazards models. Water Resour Manag 25(10):2509–2524CrossRef Park S (2011) Estimating the timing of the economical replacement of water mains based on the predicted pipe break times using the proportional hazards models. Water Resour Manag 25(10):2509–2524CrossRef
Zurück zum Zitat Park S, Choi CL, Kim JH, Bae CH (2010) Evaluating the economic residual life of water pipes using the proportional hazards model. Water Resour Manag 24(12):3195–3217CrossRef Park S, Choi CL, Kim JH, Bae CH (2010) Evaluating the economic residual life of water pipes using the proportional hazards model. Water Resour Manag 24(12):3195–3217CrossRef
Zurück zum Zitat Pineda-Porras OA, Ordaz M (2012) Seismic damage estimation in buried pipelines due to future earthquakes—the case of Mexico City water system. In: Earhquake-resistant structures—design, assessment and rehabilitation. Intech Pineda-Porras OA, Ordaz M (2012) Seismic damage estimation in buried pipelines due to future earthquakes—the case of Mexico City water system. In: Earhquake-resistant structures—design, assessment and rehabilitation. Intech
Zurück zum Zitat Pinto J, Varum H, Bentes I, Agarwal J (2010) A theory of vulnerability of water pipe network (TVWPN). Water Resour Manag 24(15):4237–4254CrossRef Pinto J, Varum H, Bentes I, Agarwal J (2010) A theory of vulnerability of water pipe network (TVWPN). Water Resour Manag 24(15):4237–4254CrossRef
Zurück zum Zitat Poljanšek K, Bono F, Gutièrrez E (2012) Seismic risk assessment of interdependent critical infrastructure systems: the case of European gas and electricity networks. Earthq Eng Struct Dyn 41:61–79CrossRef Poljanšek K, Bono F, Gutièrrez E (2012) Seismic risk assessment of interdependent critical infrastructure systems: the case of European gas and electricity networks. Earthq Eng Struct Dyn 41:61–79CrossRef
Zurück zum Zitat Prasad TD, Hong S-H, Park N (2003) Reliability based design of water distribution networks using multi-objective genetic algorithms. KSCE J Civ Eng 7(3):351–361CrossRef Prasad TD, Hong S-H, Park N (2003) Reliability based design of water distribution networks using multi-objective genetic algorithms. KSCE J Civ Eng 7(3):351–361CrossRef
Zurück zum Zitat Ramachandran K (2004) System reliability bounds: a new look with improvements. Civ Eng Environ Syst 21(4):265–278CrossRef Ramachandran K (2004) System reliability bounds: a new look with improvements. Civ Eng Environ Syst 21(4):265–278CrossRef
Zurück zum Zitat Ramirez-Marquez JE, Coit DW (2005) A Monte-Carlo simulation approach for approximating multi-state two-terminal reliability. Reliab Eng Syst Saf 87:235–264CrossRef Ramirez-Marquez JE, Coit DW (2005) A Monte-Carlo simulation approach for approximating multi-state two-terminal reliability. Reliab Eng Syst Saf 87:235–264CrossRef
Zurück zum Zitat Romero N, O’Rourke TD, Nozick LK, Davis CA (2010) Seismic hazards and water supply performance. J Earthq Eng 14(7):1022–1043CrossRef Romero N, O’Rourke TD, Nozick LK, Davis CA (2010) Seismic hazards and water supply performance. J Earthq Eng 14(7):1022–1043CrossRef
Zurück zum Zitat Rupakhety E, Sigurdsson SU, Papageorgiou AS, Sigbjrnsson R (2011) Quantification of ground-motion paramters and response spectra in the near-fault region. Bull Earthq Eng 9:893–930CrossRef Rupakhety E, Sigurdsson SU, Papageorgiou AS, Sigbjrnsson R (2011) Quantification of ground-motion paramters and response spectra in the near-fault region. Bull Earthq Eng 9:893–930CrossRef
Zurück zum Zitat Shamir U, Howard C (1979) An analytical approach to scheduling pipe replacement. J Am Water Works Assoc 71:248–258 Shamir U, Howard C (1979) An analytical approach to scheduling pipe replacement. J Am Water Works Assoc 71:248–258
Zurück zum Zitat Song J, Der Kiureghian A (2003) Bounds on system reliability by linear programming. J Eng Mech 129(6):627–636CrossRef Song J, Der Kiureghian A (2003) Bounds on system reliability by linear programming. J Eng Mech 129(6):627–636CrossRef
Zurück zum Zitat Tuhovcak L, Rucka J, Juhanak T (2006) Security of water supply systems: from source to tap. In: NATO science for peace and security series C: environmental security, vol 8. Springer, Netherlands, pp 169–182 Tuhovcak L, Rucka J, Juhanak T (2006) Security of water supply systems: from source to tap. In: NATO science for peace and security series C: environmental security, vol 8. Springer, Netherlands, pp 169–182
Zurück zum Zitat Wang Y, Au S-K, Fu Q (2010) Seismic risk assessment and mitigation of water supply systems. Earthquake Spectra 26(1):257–273CrossRef Wang Y, Au S-K, Fu Q (2010) Seismic risk assessment and mitigation of water supply systems. Earthquake Spectra 26(1):257–273CrossRef
Zurück zum Zitat Yannopoulos S, Spiliotis M (2012) Water distribution system reliability based on minimum cut-set approach and the hydraulic availability. Water Resour Manag 27(6):1821–1836CrossRef Yannopoulos S, Spiliotis M (2012) Water distribution system reliability based on minimum cut-set approach and the hydraulic availability. Water Resour Manag 27(6):1821–1836CrossRef
Metadaten
Titel
Reliability Assessment of Urban Water Distribution Networks Under Seismic Loads
verfasst von
Michalis Fragiadakis
Symeon E. Christodoulou
Dimitrios Vamvatsikos
Publikationsdatum
01.08.2013
Verlag
Springer Netherlands
Erschienen in
Water Resources Management / Ausgabe 10/2013
Print ISSN: 0920-4741
Elektronische ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-013-0378-0

Weitere Artikel der Ausgabe 10/2013

Water Resources Management 10/2013 Zur Ausgabe