Value of information in the design of resilient water distribution sensor networks

Journal of Water Resources Planning and Management

Volumn 139, Issue 4, 2013, Pages 449-455

  Comboul, Maud ^a   Ghanem, Roger ^a  

^a Univ of Southern California ^*  (United States)

Author keywords

Greedy algorithm.; Monte carlo; Stochastic optimization

Indexed keywords

COMPUTATIONAL FEASIBILITY; COMPUTATIONAL PERFORMANCE; GREEDY ALGORITHMS; NUMERICAL OPTIMIZATIONS; PROBABILITY OF DETECTION; STOCHASTIC OPTIMIZATIONS; STOCHASTIC WATER DEMANDS; WATER DISTRIBUTION NETWORKS;

ACCIDENTS; ALGORITHMS; IMPURITIES; MONTE CARLO METHODS; OPTIMIZATION; PROBLEM SOLVING; SENSOR NETWORKS; STOCHASTIC SYSTEMS; UNCERTAINTY ANALYSIS; WATER QUALITY; WATER SUPPLY SYSTEMS;

WATER POLLUTION;

ALGORITHM; COMPUTER SIMULATION; DESIGN; DETECTION METHOD; DISTRIBUTION SYSTEM; MONTE CARLO ANALYSIS; NETWORK ANALYSIS; OPTIMIZATION; PARAMETERIZATION; SENSOR; STOCHASTICITY; WATER MANAGEMENT; WATER QUALITY; WATER SUPPLY;

EID: 84881225316     PISSN: 07339496     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)WR.1943-5452.0000259     Document Type: Article

References (17)

1. Berry, J., Carr, R., Hart, W., Leung, V., Phillips, C., andWatson, J. (2006a). "On the placement of imperfect sensors in municipal water networks." Proc., Water Distribution System Symp., Cincinnati, OH.
2. Berry, J., Fleischer, L., Hart, W., Phillips, C., and Watson, J. (2005). "Sensor placement in municipal water networks." J. Water Resour. Plann. Manage., 131(3), 237-243.
3. Berry, J., Hart, W., Uber, J., and Watson, J. (2006b). "Sensor placement in municipal water networks with temporal integer programming models." J. Water Resour. Plann. Manage., 132, 218-224.
4. Carr, R., et al. (2006). "Robust optimization of contaminant sensor placement for community water systems." Math. Program., 107(1), 337-356.
5. Chang, S., Svelka, W., and Shinozuka, M. (2002). "Linking infrastructure and urban economy: simulation of water-disruption impacts in earthquakes." Environ. Plann. B: Plann. Des., 29(2), 281-301.
6. EPA. (2010). "Assessing potential impacts associated with contamination events in water distribution systems: A sensitivity analysis." Rep. EPA/600/R-10/061, Washington, DC.
7. Hart, W. E., and Murray, R. (2010). "Review of sensor placement strategies for contamination warning systems in drinking water distribution systems." J. Water Resour. Plann. Manage., 136(6), 611-619.
8. Krause, A., Leskovec, J., Guestrin, C., VanBriesen, J., and Faloutsos, C. (2008). "Efficient sensor placement optimization for securing large water distribution networks." J. Water Resour. Plann. Manage., 134(6), 516-526.
9. Leskovec, J., Krause, A., Guestrin, C., Faloutsos, C., VanBriesen, J., and Glance, N. (2007). "Cost-effective outbreak detection in networks." Proc., 13th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, San Jose, CA.
10. Nemhauser, G., Wolsey, L., and Fisher, M. (1978). "An analysis of the approximations for maximizing submodular set functions." Math. Program., 14(1), 265-294.
11. Ostfeld, A., and Salomons, E. (2004). "Optimal layout of early warning detection stations for water distribution systems security." J. Water Resour. Plann. Manage., 130(5), 377-385.
12. Propato, M. (2006). "Contamination warning in water networks: general mixed-integer linear models for sensor location design." J. Water Resour. Plann. Manage., 132(4), 225-233.
13. Rossman, L. (1999). "The epanet programmer's toolkit for analysis of water distribution systems." Annual Water Resources Planning and Management Conf., EPA, Washington, DC.
14. Shastri, Y., and Diwekar, U. (2006). "Sensor placement in water networks: a stochastic programming approach." J. Water Resour. Plann. Manage., 132(3), 192-203.
15. Watson, J., Greenberg, H., and Hart, W. (2004). "A multiple-objective analysis of sensor placement optimization in water networks." Proc., World Water and Environment Resources Conf., Salt Lake City.
16. Watson, J., Hart, W., and Murray, R. (2006). "Formulation and optimization of robust sensor placement problems for contaminant warning systems." Proc., Water Distribution Systems Analysis Symp.
17. Weickgenannt, M., Kapelan, Z., Blokker, M., and Savic, D. (2010). "Riskbased sensor placement for contaminant detection in water distribution systems." J. Water Resour. Plann. Manage., 136(6), 629-636.