A multi-objective approach for detecting and responding to accidental and intentional contamination events in water distribution systems

References

• Alzamora , F. M. and Ayala , H. B. Optimal sensor location for detecting contamination events in water distribution systems using topological algorithms . Proceedings of 8th Annual Water Distribution System Analysis Symposium . University of Cincinnati, Cincinnati, OH
   Google Scholar
• Baranowski , T. M. and LeBoeuf , E. J. 2006 . Consequence management optimization for contaminant detection and isolation . Journal of Water Resources Planning and Management , 132 ( 4 ) : 274 – 282 .
   Web of Science ®Google Scholar
• Berry , J. , Fleischer , L. , Hart , W. E. and Phillips , C. A. Sensor placement in municipal water networks . Proceedings of World Water and Environment Resources Conference . ASCE, Reston, VA
   Google Scholar
• Berry , J. , Hart , W. E. , Phillips , C. A. and Uber , J. G. A general integer-programming-based framework for sensor placement in municipal water networks . Proceedings of World Water and Environment Resources Conference . ASCE, Reston, VA
   Google Scholar
• Berry , J. , Hart , W. E. , Phillips , C. A. , Uber , J. G. and Watson , J. P. 2006a . Sensor placement in municipal water networks with temporal integer programming models . Journal of Water Resources Planning and Management , 132 ( 4 ) : 218 – 224 .
   Web of Science ®Google Scholar
• Berry , J. , Carr , R. D. , Hart , W. E. , Leung , V. J. , Phillips , C. A. and Watson , J. P. 2006b . “ On the placement of imperfect sensors in municipal water networks ” . In Proceedings of 8th Annual Water Distribution Systems Analysis Symposium University of Cincinnati, Cincinnati, OH
   Google Scholar
• Berry , J. , Hart , W. E. , Phillips , C. A. and Watson , J. P. A facility location approach to sensor placement optimization . Proceedings of 8th Annual Water Distribution Systems Analysis Symposium . University of Cincinnati, Cincinnati, OH
   Google Scholar
• Cozzolino , L. , Mucherino , C. , Pianese , D. and Pirozzi , F. Optimal allocation of monitoring stations aiming at an early detection of intentional contamination of water-supply systems . Proceedings of CCWI 2005 Conference . University of Exeter, Exeter, UK
   Google Scholar
• Cozzolino , L. , Mucherino , C. , Pianese , D. and Pirozzi , F. 2006 . Positioning, within water distribution networks, of monitoring stations aiming at an early detection of intentional contamination . Civil Engineering and Environmental Systems , 23 ( 3 ) : 161 – 174 .
   Web of Science ®Google Scholar
• Dawsey , W. J. , Minsker , B. S. and VanBlaricum , V. L. 2006 . Bayesian belief networks to integrate monitoring evidence of water distribution system contamination . Journal of Water Resources Planning and Management , 132 ( 4 ) : 234 – 241 .
   Web of Science ®Google Scholar
• Deb , K. , Agrawal , S. , Pratap , A. and Meyarivan , T. A fast elitist non-dominated sorting genetic algorithm for multi-objective optimization: NSGA-II . Proceedings of Parallel Problem Solving from Nature VI Conf . Springer, France. pp. 849 – 858 .
   Google Scholar
• Di Cristo , C. , De Sanctis , A. E. and Leopardi , A. A methodology for pollution source location in water distribution systems . Proceedings of CCWI 2005 Conference . University of Exeter, Exeter, UK
   Google Scholar
• Dorini , G. , Jonkergouw , P. , Kapelan , Z. , di Pierro , F. , Khu , S. T. and Savic , D. An efficient algorithm for sensor placement in water distribution systems . Proceedings of 8th Annual Water Distribution Systems Analysis Symposium . University of Cincinnati, Cincinnati, OH
   Google Scholar
• Eliades , D. and Polycarpou , M. Iterative deepening of Pareto solutions in water sensor networks . Proceedings of 8th Annual Water Distribution Systems Analysis Symposium . University of Cincinnati, Cincinnati, OH
   Google Scholar
• Ghimire , S. R. and Barkdoll , B. D. Heuristic method for the battle of the water network sensors: demand-based approach . Proceedings of 8th Annual Water Distribution Systems Analysis Symposium . University of Cincinnati, Cincinnati, OH
   Google Scholar
• Ghimire , S. R. and Barkdoll , B. D. A heuristic method for water quality sensor location in a municipal water distribution system: mass related based approach . Proceedings of 8th Annual Water Distribution Systems Analysis Symposium . University of Cincinnati, Cincinnati, OH
   Google Scholar
• Guan , J. , Aral , M. M. , Maslia , M. L. and Grayman , W. M. Optimization model and algorithms for design of water sensor placement in water distribution systems . Proceedings of 8th Annual Water Distribution Systems Analysis Symposium . University of Cincinnati, Cincinnati, OH
   Google Scholar
• Guan , J. , Aral , M. M. , Maslia , M. L. and Grayman , W. M. 2006b . Identification of contaminant sources in water distribution systems using simulation-optimization method: case study . Journal of Water Resources Planning and Management , 132 ( 4 ) : 252 – 262 .
   Web of Science ®Google Scholar
• Gueli , R. Predator–prey model for discrete sensor placement . Proceedings of 8th Annual Water Distribution Systems Analysis Symposium . University of Cincinnati, Cincinnati, OH
   Google Scholar
• Huang , J. J. , McBean , E. A. and Jones , W. Multi-objective optimization for monitoring sensor placement in water distribution systems . Proceedings of 8th Annual Water Distribution Systems Analysis Symposium . University of Cincinnati, Cincinnati, OH
   Google Scholar
• Kessler , A. , Ostfeld , A. and Sinai , G. 1998 . Detecting accidental contaminations in municipal water networks . Journal of Water Resources Planning and Management , 124 ( 4 ) : 192 – 198 .
   Web of Science ®Google Scholar
• Klise , K. A. and McKenna , S. Multivariate applications for detecting anomalous water quality . Proceedings of 8th Annual Water Distribution Systems Analysis Symposium . University of Cincinnati, Cincinnati, OH
   Google Scholar
• Krause , A. , Leskovec , J. , Isovitsch , S. , Xu , J. , Guestrin , C. , VanBriesen , J. , Small , M. and Fischbeck , P. Optimizing sensor placements in water distribution systems using submodular function maximization . Proceedings of 8th Annual Water Distribution Systems Analysis Symposium . University of Cincinnati, Cincinnati, OH
   Google Scholar
• Kroll , D. and King , C. Real world operational testing and deployment of an on-line water security monitoring system . Proceedings of 8th Annual Water Distribution Systems Analysis Symposium . University of Cincinnati, Cincinnati, OH
   Google Scholar
• Kumar , A. , Kansal , M. L. and Arora , G. 1997 . Identification of monitoring stations in water distribution system . Journal of Environmental Engineering , 123 ( 8 ) : 746 – 752 .
   Web of Science ®Google Scholar
• Kumar , A. , Kansal , M. L. and Arora , G. 1999 . Discussion of ‘Detecting accidental contaminations in municipal water networks’ . Journal of Water Resources Planning and Management , 125 ( 5 ) : 308 – 309 .
   Web of Science ®Google Scholar
• Laird , C. D. , Biegler , L. T. and van Bloemen Waanders , B. G. 2006 . Mixed-integer approach for obtaining unique solutions in source inversion of water networks . Journal of Water Resources Planning and Management , 132 ( 4 ) : 242 – 251 .
   Web of Science ®Google Scholar
• Lee , B. and Deininger , R. A. 1992 . Optimal locations of monitoring stations in water distribution system . Journal of Environmental Engineering , 118 ( 1 ) : 4 – 16 .
   Web of Science ®Google Scholar
• Liu , L. , Zechman , E. M. , Brill , E. D. Jr. , Mahinthakumar , G. , Ranjithan , S. and Uber , J. Adaptive contamination source identification in water distribution systems using an evolutionary algorithm-based dynamic optimization procedure . Proceedings of 8th Annual Water Distribution Systems Analysis Symposium . University of Cincinnati, Cincinnati, OH
   Google Scholar
• McKenna , S. , Hart , D. B. and Yarrington , L. 2006a . Impact of sensor detection limits on protecting water distribution system from contamination events . Journal of Water Resources Planning and Management , 132 ( 4 ) : 305 – 309 .
   Web of Science ®Google Scholar
• McKenna , S. , Klise , K. A. and Wilson , M. P. Testing water quality change detection algorithms . Proceedings of 8th Annual Water Distribution Systems Analysis Symposium . University of Cincinnati, Cincinnati, OH
   Google Scholar
• Musella , C. , Palma , C. and Pianese , D. Mathematical simulation of contaminant transport in water distribution systems . Proceedings of the 32nd Congress of IAHR ‘Harmonizing the Demands of Art and Nature in Hydraulics . Venice, IT. Theme A.1.c ‘Water resources and river basin management’ (CD-ROM) ISBN 88-89405-06-6, 12 pp
   Google Scholar
• Ostfeld , A. and Salomons , E. 2004 . Optimal layout of early warning detection stations for water distribution systems security . Journal of Water Resources Planning and Management , 130 ( 5 ) : 377 – 385 .
   Web of Science ®Google Scholar
• Ostfeld , A. and Salomons , E. 2005 . Securing water distribution systems using online contamination monitoring . Journal of Water Resources Planning and Management , 131 ( 5 ) : 402 – 405 .
   Web of Science ®Google Scholar
• Ostfeld , A. and Salomons , E. Sensor network design proposal for the Battle of the water sensor networks (BWSN) . Proceedings of 8th Annual Water Distribution Systems Analysis Symposium . University of Cincinnati, Cincinnati, OH
   Google Scholar
• Palumbo , A. , Cozzolino , L. and Pianese , D. Optimal positioning of quality monitoring stations in water distribution systems: a stochastic approach . Supplement to the Proceedings of the CCWI2007 and SUWM2007 Conference ‘Water Management Challenges in Global Change’ . Leicester, UK. pp. 32 – 41 . London : Balkema, Taylor & Francis Group .
   Google Scholar
• Poulin , A. , Mailhot , A. , Grondin , P. , Delorme , L. and Villeneuve , J. P. Optimization of operational response to contamination in water networks . Proceedings of 8th Annual Water Distribution Systems Analysis Symposium . University of Cincinnati, Cincinnati, OH
   Google Scholar
• Preis , A. and Ostfeld , A. Multi-objective sensor design for water distribution systems security . Proceedings of 8th Annual Water Distribution Systems Analysis Symposium . University of Cincinnati, Cincinnati, OH
   Google Scholar
• Preis , A. and Ostfeld , A. 2006b . Contamination source identification in water systems: a hybrid model trees-linear programming scheme . Journal of Water Resources Planning and Management , 132 ( 4 ) : 263 – 273 .
   Web of Science ®Google Scholar
• Preis , A. , Mayorchik , Y. and Ostfeld , A. Multiobjective contaminant detection response model . Proceedings of World Water and Environment Resources Conference . ASCE, Tampa, FL
   Google Scholar
• Propato , M. 2006 . Contamination warning in water networks: general mixed-integer linear models for sensor location design . Journal of Water Resources Planning and Management , 132 ( 4 ) : 225 – 233 .
   Web of Science ®Google Scholar
• Propato , M. and Piller , O. Battle of the water sensor networks . Proceedings of 8th Annual Water Distribution Systems Analysis Symposium . University of Cincinnati, Cincinnati, OH
   Google Scholar
• Rossman , L. A. 2000 . EPANET 2 user's manual National Risk Management Research Laboratory, Office of research and development, U.S. Environmental Protection Agency, Cincinnati, OH. Available from: http://www.epa.gov/nrmrl/wswrd/dw/epanet.html
   Google Scholar
• Umberg , K. , Uber , J. G. and Murray , R. Performance evaluation of real-time event detection algorithms . Proceedings of 8th Annual Water Distribution Systems Analysis Symposium . University of Cincinnati, Cincinnati, OH
   Google Scholar
• Watson , J. P. , Greenberg , H. J. and Hart , W. E. A multiple-objective analysis of sensor placement optimization in water networks . Proceedings of World Water and Environment Resources Conference . ASCE, Reston, VA
   Google Scholar
• Wu , Z. Y. and Walski , T. Multi objective optimization of sensor placement in water distribution systems . Proceedings of 8th Annual Water Distribution Systems Analysis Symposium . University of Cincinnati, Cincinnati, OH
   Google Scholar
• Zechman , E. M. , Brill , E. D. Jr. , Mahinthakumar , G. , Ranjithan , S. and Uber , J. Addressing non-uniqueness in a water distribution contaminant source identification problem . Proceedings of 8th Annual Water Distribution Systems Analysis Symposium . University of Cincinnati, Cincinnati, OH
   Google Scholar