Abstract

In this paper, we propose a novel methodology for altering the area monitored by water quality sensors in water distribution systems (WDS) when there is suspicion of a contamination event. The proposed active contamination detection (ACD) scheme manipulates WDS actuators, i.e., by closing and opening valves or by changing the set-points at pressure controlled locations to drive flows from specific parts of the network in predetermined paths and enable the sensors to monitor the quality of water from previously unobserved locations. As a consequence, the monitoring coverage of the sensors is increased and some contamination events occurring within those areas can be detected. The objective is to minimize the contamination impact by detecting the contaminant as soon as possible, while also maintaining the hydraulic requirements of the system. Moreover, the methodology facilitates the isolation of the contamination propagation path and its possible source. We demonstrate the ACD scheme on two networks analyze the results and open the discussion for further work in this area.

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Data Availability Statement

The following data, models, or code generated or used during the study are available in a repository or online (https://doi.org/10.5281/zenodo.2566001).

Acknowledgments

This research is partially funded by the European Union Horizon 2020 program under Grant Agreement No. 739551 (KIOS CoE), by the Interreg V-A Greece-Cyprus 2014-2020 program, by the European Union (ERDF) and the National Funds of Greece and Cyprus under project SmartWater2020 (cofinanced), by the Cyprus Research Promotion foundation program Restart2010-2020 under Grant Agreement Enterprises/0916/0023 (WaterAnalytics), and supported by the United States - Binational Science Foundation (BSF) and the Technion Funds for Security research.

References

Campbell, S., K. Horton, and R. Nikoukhah. 2002. “Auxiliary signal design for rapid multi-model identification using optimization.” Automatica 38 (8): 1313–1325. https://doi.org/10.1016/S0005-1098(02)00040-7.
Campbell, S. L., and R. Nikoukhah. 2004. Vol. 11 of Auxiliary signal design for failure detection. Princeton, NJ: Princeton University Press.
Dorini, G., P. Jonkergouw, Z. Kapelan, and D. Savic. 2010. “SLOTS: Effective algorithm for sensor placement in water distribution systems.” J. Water Resour. Plann. Manage. 136 (6): 620–628. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000082.
Eliades, D., M. Kyriakou, and M. Polycarpou. 2014. “Sensor placement in water distribution systems using the S-PLACE toolkit.” In Proc., 12th Int. Conf. on Computing and Control for the Water Industry, CCWI2013, 602–611. Amsterdam, Netherlands: Elsevier.
Eliades, D. G., M. Kyriakou, S. Vrachimis, and M. M. Polycarpou. 2016. “EPANET-MATLAB toolkit: An open-source software for interfacing EPANET with MATLAB.” In Proc., 14th Int. Conf. on Computing and Control for the Water Industry (CCWI), 8. Amsterdam, Netherlands: CCWI.
Eliades, D. G., and M. M. Polycarpou. 2007. “Multi-objective optimization of water quality sensor placement in drinking water distribution networks.” In Proc., European Control Conf. (ECC), 1626–1633. New York: IEEE.
Eliades, D. G., and M. M. Polycarpou. 2010. “A fault diagnosis and security framework for water systems.” IEEE Trans. Control Syst. Technol. 18 (6): 1254–1265. https://doi.org/10.1109/TCST.2009.2035515.
Eliades, D. G., and M. M. Polycarpou. 2012. “Water contamination impact evaluation and source-area isolation using decision trees.” J. Water Resour. Plann. Manage. 138 (5): 562–570. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000203.
Eliades, D. G., M. M. Polycarpou, and B. Charalambous. 2011. “A security-oriented manual quality sampling methodology for water systems.” Water Resour. Manage. 25 (4): 1219–1228. https://doi.org/10.1007/s11269-010-9674-0.
Ghorbanian, V., B. Karney, and Y. Guo. 2016. “Pressure standards in water distribution systems: Reflection on current practice with consideration of some unresolved issues.” J. Water Resour. Plann. Manage. 142 (8): 04016023. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000665.
Gorchev, H. G., and G. Ozolins. 1984. Vol. 38 of WHO guidelines for drinking-water quality. Geneva: World Health Organization.
Grayman, W. M., R. Murray, D. A. Savic, and R. Farmani. 2016. “Redesign of water distribution systems for passive containment of contamination.” J. Am. Water Works Assoc. 108 (7): E381–E391. https://doi.org/10.5942/jawwa.2016.108.0105.
Hart, W. E., and R. Murray. 2010. “Review of sensor placement strategies for contamination warning systems in drinking water distribution systems.” J. Water Resour. Plann. Manage. 136 (6): 611–619. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000081.
Hood, C., and C. Ji. 1997. “Proactive network-fault detection.” IEEE Trans. Reliab. 46 (3): 333–341. https://doi.org/10.1109/24.664004.
Kessler, A., A. Ostfeld, and G. Sinai. 1998. “Detecting accidental contaminations in municipal water networks.” J. Water Resour. Plann. Manage. 124 (4): 192–198. https://doi.org/10.1061/(ASCE)0733-9496(1998)124:4(192).
Krause, A., J. Leskovec, C. Guestrin, J. VanBriesen, and C. Faloutsos. 2008. “Efficient sensor placement optimization for securing large water distribution networks.” J. Water Resour. Plann. Manage. 134 (6): 516–526. https://doi.org/10.1061/(ASCE)0733-9496(2008)134:6(516).
Lansey, K., and L. W. Mays. 1999. Hydraulic design handbook. New York: McGraw-Hill Education.
Ostfeld, A., et al. 2008. “The battle of the water sensor networks (BWSN): A design challenge for engineers and algorithms.” J. Water Resour. Plann. Manage. 134 (6): 556–568. https://doi.org/10.1061/(ASCE)0733-9496(2008)134:6(556).
Ostfeld, A., and E. Salomons. 2004. “Optimal layout of early warning detection stations for water distribution systems security.” J. Water Resour. Plann. Manage. 130 (5): 377–385. https://doi.org/10.1061/(ASCE)0733-9496(2004)130:5(377).
Rossman, L. A. 2000. EPANET 2: User’s manual. Cincinnati: USEPA, Office of Research and Development, National Risk Management Research Laboratory.
Taormina, R., et al. 2018. “Battle of the attack detection algorithms: Disclosing cyber attacks on water distribution networks.” J. Water Resour. Plann. Manage. 144 (8): 04018048. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000969.
Ung, H., O. Piller, D. Gilbert, and I. Mortazavi. 2017. “Accurate and optimal sensor placement for source identification of water distribution networks.” J. Water Resour. Plann. Manage. 143 (8): 04017032. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000777.
Zhao, Y., R. Schwartz, E. Salomons, A. Ostfeld, and H. V. Poor. 2016. “New formulation and optimization methods for water sensor placement.” Environ. Modell. Software 76 (Feb): 128–136. https://doi.org/10.1016/j.envsoft.2015.10.030.

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Go to Journal of Water Resources Planning and Management
Journal of Water Resources Planning and Management
Volume 146Issue 4April 2020

History

Received: Oct 31, 2018
Accepted: Aug 18, 2019
Published online: Feb 7, 2020
Published in print: Apr 1, 2020
Discussion open until: Jul 7, 2020

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Ph.D. Candidate, KIOS Research and Innovation Center of Excellence, Dept. of Electrical and Computer Engineering, Univ. of Cyprus, Nicosia 2109, Cyprus (corresponding author). ORCID: https://orcid.org/0000-0001-8862-5205. Email: [email protected]
Faculty of Civil and Environmental Engineering, Technion–Israel Institute of Technology, Haifa 32000, Israel. ORCID: https://orcid.org/0000-0002-5080-1899. Email: [email protected]
Demetrios G. Eliades [email protected]
Research Assistant Professor, KIOS Research and Innovation Center of Excellence, Univ. of Cyprus, Nicosia 2109, Cyprus. Email: [email protected]
Marios M. Polycarpou [email protected]
Professor, KIOS Research and Innovation Center of Excellence, Dept. of Electrical and Computer Engineering, Univ. of Cyprus, Nicosia 2109, Cyprus. Email: [email protected]
Avi Ostfeld, F.ASCE [email protected]
Professor, Faculty of Civil and Environmental Engineering, Technion–Israel Institute of Technology, Haifa 32000, Israel. Email: [email protected]

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