Abstract

Following the events of September 11, 2001, in the United States, world public awareness for possible terrorist attacks on water supply systems has increased dramatically. Among the different threats for a water distribution system, the most difficult to address is a deliberate chemical or biological contaminant injection, due to both the uncertainty of the type of injected contaminant and its consequences, and the uncertainty of the time and location of the injection. An online contaminant monitoring system is considered as a major opportunity to protect against the impacts of a deliberate contaminant intrusion. However, although optimization models and solution algorithms have been developed for locating sensors, little is known about how these design algorithms compare to the efforts of human designers, and thus, the advantages they propose for practical design of sensor networks. To explore these issues, the Battle of the Water Sensor Networks (BWSN) was undertaken as part of the 8th Annual Water Distribution Systems Analysis Symposium, Cincinnati, Ohio, August 27–29, 2006. This paper summarizes the outcome of the BWSN effort and suggests future directions for water sensor networks research and implementation.

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Acknowledgments

The contributions of Alzamora and Ayala (2006) and Guan et al. (2006), and the verification of solution accuracy by Dr. Zheng Wu, are gratefully acknowledged.

References

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Go to Journal of Water Resources Planning and Management
Journal of Water Resources Planning and Management
Volume 134Issue 6November 2008
Pages: 556 - 568

History

Received: Aug 2, 2007
Accepted: Apr 4, 2008
Published online: Nov 1, 2008
Published in print: Nov 2008

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Authors

Affiliations

Avi Ostfeld [email protected]
Faculty of Civil and Environmental Engineering, Technion—Israel Institute of Technology, Haifa 32000, Israel. E-mail: [email protected]
James G. Uber
Dept. of Civil and Environmental Engineering, 765 Baldwin Hall., P.O. Box 210071, Univ. of Cincinnati, Cincinnati, OH 45221-0071.
Elad Salomons
OptiWater, 6 Amikam Israel St., Haifa 34385, Israel.
Jonathan W. Berry
Sandia National Laboratories, P.O. Box 5800, MS 1110 Albuquerque, NM 87185-1110.
William E. Hart
Sandia National Laboratories, P.O. Box 5800, MS 1110 Albuquerque, NM 87185-1110.
Cindy A. Phillips
Sandia National Laboratories, P.O. Box 5800, MS 1110 Albuquerque, NM 87185-1110.
Jean-Paul Watson
Sandia National Laboratories, P.O. Box 5800, MS 1110 Albuquerque, NM 87185-1110.
Gianluca Dorini
Centre for Water Systems, Univ. of Exeter, Harrison Building, North Park Rd., Exeter, EX4 4QF, U.K.
Philip Jonkergouw
Centre for Water Systems, Univ. of Exeter, Harrison Building, North Park Rd., Exeter, EX4 4QF, U.K.
Zoran Kapelan
Centre for Water Systems, Univ. of Exeter, Harrison Building, North Park Rd., Exeter, EX4 4QF, U.K.
Francesco di Pierro
Centre for Water Systems, Univ. of Exeter, Harrison Building, North Park Rd., Exeter, EX4 4QF, U.K.
Soon-Thiam Khu
Centre for Water Systems, Univ. of Exeter, Harrison Building, North Park Rd., Exeter, EX4 4QF, U.K.
Dragan Savic
Centre for Water Systems, Univ. of Exeter, Harrison Building, North Park Rd., Exeter, EX4 4QF, U.K.
Demetrios Eliades
Dept. of Electrical and Computer Engineering, Univ. of Cyprus, Nicosia 1678, Cyprus.
Marios Polycarpou
Dept. of Electrical and Computer Engineering, Univ. of Cyprus, Nicosia 1678, Cyprus.
Santosh R. Ghimire
Dept. of Civil and Environmental Engineering, Michigan Tech Univ., Houghton, MI 49931.
Brian D. Barkdoll
Dept. of Civil and Environmental Engineering, Michigan Tech Univ., Houghton, MI 49931.
Roberto Gueli
Proteo SpA, via Santa Sofia 65, 95123 Catania, Italy.
Jinhui J. Huang
School of Engineering, Univ. of Guelph, Guelph, Ontario, Canada NI G 2WI.
Edward A. McBean
School of Engineering, Univ. of Guelph, Guelph, Ontario, Canada NI G 2WI.
William James
School of Engineering, Univ. of Guelph, Guelph, Ontario, Canada NI G 2WI.
Andreas Krause
Dept. of Computer Science, Carnegie Mellon Univ., 5000 Forbes Ave., Pittsburgh, PA 15213.
Jure Leskovec
Dept. of Computer Science, Carnegie Mellon Univ., 5000 Forbes Ave., Pittsburgh, PA 15213.
Shannon Isovitsch
Dept. of Civil and Environmental Engineering, Carnegie Mellon Univ., 5000 Forbes Ave., Pittsburgh, PA 15213.
Jianhua Xu
Dept. of Engineering and Public Policy, Carnegie Mellon Univ., 5000 Forbes Ave., Pittsburgh, PA 15213.
Carlos Guestrin
Dept. of Computer Science, Carnegie Mellon Univ., 5000 Forbes Ave., Pittsburgh, PA 15213.
Jeanne VanBriesen
Dept. of Civil and Environmental Engineering, Carnegie Mellon Univ., 5000 Forbes Ave., Pittsburgh, PA 15213.
Mitchell Small
Dept. of Civil and Environmental Engineering, and Dept. of Engineering and Public Policy, Carnegie Mellon Univ., 5000 Forbes Ave., Pittsburgh, PA 15213.
Paul Fischbeck
Dept. of Engineering and Public Policy, and Dept. of Social and Decision Sciences, Carnegie Mellon Univ., 5000 Forbes Ave., Pittsburgh, PA 15213.
Ami Preis
Faculty of Civil and Environmental Engineering, Technion—Israel Institute of Technology, Haifa 32000, Israel.
Marco Propato
Hydraulics and Civil Engineering Research Unit, Cemagref, Bordeaux, France.
Olivier Piller
Hydraulics and Civil Engineering Research Unit, Cemagref, Bordeaux, France.
Gary B. Trachtman
Malcolm Pirnie, Inc., Birmingham, AL 35205.
Zheng Yi Wu
Haestad Methods Solution Center, Bentley Systems, Incorporated 27 Siemon Co Dr., Suite 200W Watertown, CT 06795.
Tom Walski
Haestad Methods Solution Center, Bentley Systems, Incorporated 27 Siemon Co Dr., Suite 200W, Watertown, CT 06795.

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