Technical Papers
Apr 15, 2016

Linear Model for Estimating Water Distribution System Reliability

Publication: Journal of Water Resources Planning and Management
Volume 142, Issue 8

Abstract

The water distribution system (WDS) reliability is the ability of a network to provide the required quantity of water to customers under uncertain system conditions. In this study, eight surrogate measures of WDS reliability were investigated: Two hydraulic reliability measures, two robustness measures, single failure reliability (SFRel) with three valve installation levels, and seismic reliability (SeisRel). The eight reliability measures were calculated for 16 study networks of various sizes (i.e., in terms of the number of nodes and links), numbers of sources, layouts, demand distributions, and topographies. The network characteristics (e.g., structural redundancy and overall pipe sizes) were quantified by using system characteristic indicators (SCI), and their correlations with the eight suggested reliability measures were analyzed. The following SCIs were considered: The average node degree, meshedness coefficient, total system demand, total system demand per source, length-weighted average pipe diameter, and total service area. Finally, univariate and multivariate linear reliability models were developed by fitting a linear regression line to the scatter plots of the reliability measures and SCIs.

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Acknowledgments

This work was supported by a National Research Foundation of Korea (NRF) grant funded by the Korean government (MSIP) (No. 2013R1A2A1A01013886).

References

Babayan, A. V., Kapelan, Z., Savic, D. A., and Walters, G. A. (2005). “Least cost design of robust water distribution networks under demand uncertainty.” J. Water Resour. Plann. Manage., 375–382.
Ballantyne, D. B., Berg, E., Kennedy, J., Reneau, R., and Wu, D. (1990). “Earthquake loss estimation modeling of the Seattle water system.”, Kennedy/Jenks/Chilton, Federal Way, WA.
Bao, Y., and Mays, L. (1990). “Model for water distribution system reliability.” J. Hydraul. Eng., 1119–1137.
Buhl, J., et al. (2006). “Topological patterns in street networks of self-organized urban settlements.” Eur. Phys. J. B, 49(4), 513–522.
Carter, J. T., Rice, E. W., Buchberger, S. G., and Lee, Y. (2000). “Relationships between levels of heterotrophic bacteria and water quality parameters in a drinking water distribution system.” Water Res., 34(5), 1495–1502.
Cullinane, M. J., Lansey, K. E., and Mays, L. W. (1992). “Optimization-availability-based design of water-distribution networks.” J. Hydraul. Eng., 420–441.
Deb, K., Pratap, A., Agrawal, S., and Meyarivan, T. (2002). “A fast and elitist multiobjective genetic algorithm: NSGA-II.” IEEE Trans. Evol. Comput., 6(2), 182–197.
Douterelo, I., Sharpe, R. L., and Boxall, J. B. (2013). “Influence of hydraulic regimes on bacterial community structure and composition in an experimental drinking water distribution system.” Water Res., 47(2), 503–516.
Eguchi, R. T., Taylor, C. E., and Hasselman, T. K. (1983). “Earthquake vulnerability models for water supply components.”, National Science Foundation, J. H. Wiggins Company, Redondo Beach, CA.
FEMA (Federal Emergency Management Agency). (1997). “HAZUS97 technical manual.” Washington, DC.
Gheisi, A., and Naser, G. (2015). “Multistate reliability of water-distribution systems: Comparison of surrogate measures.” J. Water Resour. Plann. Manage., 04015018.
Giustolisi, O., Laucelli, D., and Colombo, A. F. (2009). “Deterministic versus stochastic design of water distribution networks.” J. Water Resour. Plann. Manage., 117–127.
Goulter, I. (1995). “Analytical and simulation models for reliability analysis in water distribution systems.” Improving efficiency and reliability in water distribution systems, E. Cabrera and A. F. Vela, eds., Kluwer Academic, London, 235–266.
Hwang, H., Lin, H., and Shinozuka, M. (1998). “Seismic performance assessment of water delivery systems.” J. Infrastruct. Syst., 118–125.
Jolly, M., Lothes, A., Bryson, L. S., and Ormsbee, L. (2014). “Research database of water distribution system models.” J. Water Resour. Plann. Manage., 410–416.
Jun, H., and Loganathan, G. V. (2007). “Valve-controlled segments in water distribution systems.” J. Water Resour. Plann. Manage., 145–155.
Jun, H., Loganathan, G. V., Kim, J. H., and Park, S. (2008). “Identifying pipes and valves of high importance for efficient operation and maintenance of water distribution systems.” Water Resour. Manage., 22(6), 719–736.
Jung, D., Kang, D., Kim, J., and Lansey, K. (2014). “Robustness-based design of water distribution systems.” J. Water Resour. Plann. Manage., 04014033.
Jung, D., and Lansey, K. (2015). “Water distribution system burst detection using a nonlinear Kalman filter.” J. Water Resour. Plann. Manage., 04014070.
Kang, D. S., Pasha, M. F. K., and Lansey, K. E. (2009). “Approximate methods for uncertainty analysis of water distribution systems.” Urban Water J., 6(3), 233–249.
Kapelan, Z. S., Savic, D. A., and Walters, G. A. (2005). “Multiobjective design of water distribution systems under uncertainty.” Water Resour. Res., 41(11), W11407.
Lansey, K. (2012). “Sustainable, robust, resilient, water distribution systems.” Proc., Water Distribution System Analysis 2012, Engineers Australia, Barton, ACT, Australia.
Lansey, K. E., Duan, N., Mays, L. W., and Tung, Y.-K. (1989). “Water distribution system design under uncertainty.” J. Water Resour. Plann. Manage., 630–645.
Lehtola, M. J., et al. (2004). “Microbiology, chemistry and biofilm development in a pilot drinking water distribution system with copper and plastic pipes.” Water Res., 38(17), 3769–3779.
Lippai, I. (2005). “Colorado Springs utilities case study: Water system calibration/optimization.” Proc., Pipeline Division Specialty Conf., ASCE, Reston, VA, 1058–1070.
Lipponen, M. T., Suutari, M. H., and Martikainen, P. J. (2002). “Occurrence of nitrifying bacteria and nitrification in Finnish drinking water distribution systems.” Water Res., 36(17), 4319–4329.
Liu, G. Y., et al. (2010). “A study on pipeline seismic performance and system post-earthquake response of water utilities (1/2).”, Water Resource Agency, MOEA, Taipei, Republic of China.
Liu, G. Y., et al. (2011). “A study on pipeline seismic performance and system post-earthquake response of water utilities (2/2).”, Water Resource Agency, MOEA, Taipei, Republic of China.
Markov, I., Mircea, G., and O’Rourke, T. (1994). “An evaluation of seismic serviceability of water supply networks with application to the San Francisco auxiliary water supply system.”, National Centre for Earthquake Engineering Research, Buffalo, NY.
Newman, M. E. J. (2010). Networks: An introduction, Oxford University Press, New York.
Pasha, M., and Lansey, K. (2010). “Effect of parameter uncertainty on water quality predictions in distribution systems: Case study.” J. Hydroinf., 12(1), 1–21.
Pasha, M. F. K. (2006). “Uncertainty analysis and calibration of water distribution quality models.” Ph.D. dissertation, Univ. of Arizona, Tucson, AZ.
Pasha, M. F. K., and Lansey, K. (2012). “Effect of data collection on the estimation of wall reaction coefficients for water distribution models.” J. Water Resour. Plan. Manage., 614–623.
Pasha, M. F. K., and Lansey, K. E. (2005). “Analysis of uncertainty on water distribution hydraulics and water quality.” Proc., ASCE World Water and Environmental Resources Congress, R. Walton, ed., ASCE, New York.
Rossman, L. (2000). EPANet2 user’s manual, U.S. EPA, Washington, DC.
Shi, P. (2006). “Seismic response modeling of water supply systems.” Ph.D. dissertation, School of Civil and Environmental Engineering, Cornell Univ., Ithaca, NY.
Shinozuka, M, Tan, R. Y., and Toike, T. (1981). “Serviceability of water transmission systems under seismic risk.” Lifeline earthquake engineering: The current state of knowledge, ASCE, New York.
Shinozuka, M., Hwang, H., and Murata, M. (1992). “Impact on water supply of a seismically damaged water delivery system.” Lifeline earthquake engineering in the central and eastern U.S., ASCE, Reston, VA.
Shinozuka, M., Rose, A., and Eguchi, R. T. (1998). “Engineering and socioeconomic impacts of earthquakes.” Multidisciplinary Center for Earthquake Engineering Research, Buffalo, NY.
Su, Y., Mays, L. W., Duan, N., and Lansey, K. E. (1987). “Reliability-based optimization model for water distribution systems.” J. Hydraul. Eng., 1539–1556.
Tanyimboh, T., and Templeman, A. (2000). “A quantified assessment of the relationship between the reliability and entropy of water distribution systems.” Eng. Optim., 33(2), 179–199.
Todini, E. (2000). “Looped water distribution networks design using a resilience index based heuristic approach.” Urban Water J., 2(2), 115–122.
Tung, Y. K., and Yen, B. C. (2005). Hydrosystems engineering uncertainty analysis, McGraw-Hill, New York.
Xu, C., and Goulter, C. (1999). “Reliability-based optimal design of water distribution networks.” J. Water Resour. Plann. Manage., 352–362.
Yazdani, A., and Jeffrey, P. (2012). “Applying network theory to quantify the redundancy and structural robustness of water distribution systems.” J. Water Resour. Plann. Manage., 153–161.
Yoo, D. G., Jung, D., Kang, D., Kim, J. H., and Lansey, K. (2015). “Seismic hazard assessment model for urban water supply networks.” J. Water Resour. Plann. Manage., 04015055.
Zhuang, B., Lansey, K., and Kang, D. (2013). “Resilience/availability analysis of municipal water distribution system incorporating adaptive pump operation.” J. Hydraul. Eng., 527–537.

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Go to Journal of Water Resources Planning and Management
Journal of Water Resources Planning and Management
Volume 142Issue 8August 2016

History

Received: Jun 24, 2015
Accepted: Feb 1, 2016
Published online: Apr 15, 2016
Published in print: Aug 1, 2016
Discussion open until: Sep 15, 2016

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Authors

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Donghwi Jung [email protected]
Research Professor, Research Center for Disaster Prevention Science and Technology, Korea Univ., Seoul 136-713, Korea. E-mail: [email protected]
Do Guen Yoo [email protected]
Research Professor, Research Center for Disaster Prevention Science and Technology, Korea Univ., Seoul 136-713, Korea. E-mail: [email protected]
Doosun Kang [email protected]
Assistant Professor, Dept. of Civil Engineering, Kyung Hee Univ., 1732 Deogyeong-daero, Giheung-gu, Yongin-si, Gyeonggi-do 17104, South Korea. E-mail: [email protected]
Joong Hoon Kim [email protected]
Professor, School of Civil, Environmental and Architectural Engineering, Korea Univ., Anam-ro 145, Seongbuk-gu, Seoul 136-713, South Korea (corresponding author). E-mail: [email protected]

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