Vulnerability Assessment of Water Distribution Networks Considering Performance Data
Publication: Journal of Infrastructure Systems
Volume 21, Issue 2
Abstract
A methodology is presented for the reliability assessment of urban water distribution networks (UWDN) on the basis of component analysis, network topology, and—most importantly—survival analysis to include the effects of a network’s past performance on its seismic and/or nonseismic reliability assessment. This study investigates the effects of a network’s historical performance on seismic vulnerability through the introduction of the number of observed previous breaks (NOPB) risk factor. This study discusses how the American Lifeline Alliance (ALA) guideline’s repair rate (RR) metric underestimates the seismic effects on the vulnerability of a network and recommends how the damaged (prior performance) and undamaged network states are included in the calculation of a pipe’s probability of failure. In essence, the proposed methodology acknowledges that the repair rate and the resulting probability-of-failure metric, proposed by the ALA guideline, utilize statistical observations from the performance of a generic UWDN whose historical nonseismic performance is unknown and improves on these metrics by introducing the utilization of localized nonseismic performance data through survival analysis. A spatial analysis is then employed to demonstrate the effects of such nonseismic performance data on the seismic network reliability.
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Acknowledgments
The work presented in this paper is part of the Nireas-IWRC research project, which is cofinanced by the European Regional Development Fund and the Republic of Cyprus through the Cyprus Research Promotion Foundation (Grant No. NEA YPODOMI/STRAT/0308/09).
References
Adachi, T., and Ellingwood, B. R. (2008). “Serviceability of earthquake-damaged water systems: Effects of electrical power availability and power backup systems on system vulnerability.” Reliab. Eng. Syst. Saf., 93(1), 78–88.
American Lifelines Alliance (ALA). (2001). “Seismic fragility formulations for water systems. Part 1—Guideline.” ASCE-FEMA.
American Lifelines Alliance (ALA). (2005). “Seismic guidelines for water pipelines.” ASCE-FEMA.
Andreou, S. A., Marks, D. H., and Clark, R. M. (1987). “A new methodology for modelling break failure patterns in deteriorating water distribution systems: Theory.” Adv. Water Resour., 10(1), 2–10.
Ariman, T., and Muleski, G. E. (1981). “A review of the response of buried pipelines under seismic excitations.” Earthquake Eng. Struct. Dyn., 9(2), 133–152.
Christodoulou, S., and 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), 523–530.
Christodoulou, S., Deligianni, A., Aslani, P., and Agathokleous, A. (2009). “Risk-based asset management of water piping networks using neurofuzzy systems.” Comput. Environ. Urban Syst., 33(2), 138–149.
Christodoulou, S. E. (2011). “Water network assessment and reliability analysis by use of survival analysis.” Water Resour. Manage., 25(4), 1229–1238.
Christodoulou, S. E., and Ellinas, G. (2010). “Pipe routing through ant colony optimization.” J. Infrastruct. Syst., 149–159.
Clark, R. M., Stafford, C. L., and Goodrich, J. A. (1982). “Water distribution systems: A spatial and cost evaluation.” J. Water Resour. Plann. Manage. Div., 108(WR3), 243–256.
Datta, T. K. (1999). “Seismic response of buried pipelines: A state-of-the-art review.” Nucl. Eng. Des., 192(2), 271–284.
Federal Emergency Management Agency (FEMA). (2003). “Multi-hazard loss estimation methodology earthquake model, HAZUS-MH MR3 Technical Manual.” Dept. of Homeland Security Emergency Preparedness and Response Directorate, FEMA Mitigation Div., Washington, DC.
Fragiadakis, M., and Christodoulou, S. (2013). “Seismic reliability assessment of urban water networks.” Earthquake Eng. Struct. Dyn., 43(3), 357–374.
Fragiadakis, M., Christodoulou, S., and Vamvatsikos, D. (2013). “Reliability assessment of urban water distribution networks under seismic loads.” Water Resour. Manage., 27(10), 3739–3764.
Fragiadakis, M., Vamvatsikos, D., and Christodoulou, S. E. (2012). “Reliability assessment of urban water networks.” 15th World Congress on Earthquake Engineering (15WCEE), International Association for Earthquake Engineering (IAEE), Tokyo, Japan.
Goulter, I. C., and Kazemi, A. (1988). “Spatial and temporal groupings of water main pipe breakage in Winnipeg.” Can. J. Civ. Eng., 15(1), 91–97.
Hwang, H., Lin, H., and Shinozuka, M. (1998). “Seismic performance assessment of water delivery systems.” J. Infrastruct. Syst., 118–125.
Isoyama, R., Ishida, E., Yune, K., and Shirozu, T. (2000). “Seismic damage estimation procedure for water supply pipelines.” Water Supply, 18(3), 63–68.
Jacobson, A., and Grigoriu, M. (2008). “Fragility analysis of water supply systems.”, Multidisciplinary Center for Earthquake Engineering Research, Buffalo, NY.
Kaplan, E. L., and Meier, P. (1958). “Nonparametric estimation from incomplete observations.” J. Am. Stat. Assoc., 53(282), 457–481.
Kleiner, Y., and Rajani, B. (1999). “Using limited data to assess future needs.” J. Am. Water Works Assoc., 91(7), 47–61.
Laatsch, E. M., Honegger, D. G., and Sheckler, T. D. (2004). “The american lifelines alliance approach: Four years of progress and future directions.” Advancing Mitigation Technologies and Disaster Response for Lifeline Systems, ASCE, Reston, VA, 359–367.
Moghtaderizadeh, M., Wood, R. K., Der Kiureghian, A., and Barlow, R. E. (1982). “Seismic reliability of lifeline networks.” J. Tech. Councils, 108(1), 60–78.
Park, S. (2004). “Identifying the hazard characteristics of pipes in water distribution systems by using the proportional hazards model: 1. Theory.” KSCE J. Civ. Eng., 8(6), 663–668.
Pineda-Porras, O. A., and Ordaz, M. (2012). “Seismic damage estimation in buried pipelines due to future earthquakes—The case of the Mexico city water system.” Earthquake-resistant structures—Design, assessment and rehabilitation, A. Moustafa, ed., InTech, China.
Pinto, J., Varum, H., Bentes, I., and Agarwal, J. (2010). “A theory of vulnerability of water pipe network (TVWPN).” Water Resour. Manage., 24(15), 4237–4254.
Pitilakis, K., Alexoudi, M., Argyroudis, S., Monge, O., and Martin, C. (2006). “Earthquake risk assessment of lifelines.” Bull. Earthquake Eng., 4(4), 365–390.
Prasad, T. D., Hong, S. H., and Park, N. (2003). “Reliability based design of water distribution networks using multi-objective genetic algorithms.” KSCE J. Civ. Eng., 7(3), 351–361.
Romero, N., O’Rourke, T. D., Nozick, L. K., and Davis, C. A. (2010). “Seismic hazards and water supply performance.” J. Earthquake Eng., 14(7), 1022–1043.
Shamir, U., and Howard, C. (1978). “An analytical approach to scheduling pipe replacement.” J. Am. Water Works Assoc., 71(5), 248–258.
Tuhovcak, L., Rucka, J., and Juhanak, T. (2006). “Risk analysis of water distribution systems.” Security of water supply systems: From source to tap, J. Pollert, and B. Dedus, eds., NATO Security through Science Series, Springer, Netherlands, 169–182.
Wang, Y., Au, S. K., and Fu, Q. (2010). “Seismic risk assessment and mitigation of water supply systems.” Earthquake Spectra, 26(1), 257–274.
Yang, H., Shaoping, S., and Yuping, C. (2003). “Some parameters for seismic design and analysis of buried pipelines.” New pipeline technologies, security, and safety, M. Najafi, ed., ASCE, Reston, VA, 1135–1144.
Yannopoulos, S., and Spiliotis, M. (2013). “Water distribution system reliability based on minimum cut—Set approach and the hydraulic availability.” Water Resour. Manage., 27(6), 1821–1836.
Yazdani, A., and Jeffrey, P. (2010). “Robustness and vulnerability analysis of water distribution networks using graph theoretic and complex network principles.” Water Distribution Systems Analysis 2010, 933–945.
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© 2014 American Society of Civil Engineers.
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Received: Aug 8, 2013
Accepted: May 12, 2014
Published online: Jul 16, 2014
Discussion open until: Dec 16, 2014
Published in print: Jun 1, 2015
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