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Michael P. Johnson

2010

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Full-Text Articles in Social and Behavioral Sciences

Robust Placement Of Sensors In Dynamic Water Distribution Systems, Jianhua Xu, Michael Johnson, Paul Fischbeck, Mitchell Small, Jeanne Vanbriesen Dec 2009

Robust Placement Of Sensors In Dynamic Water Distribution Systems, Jianhua Xu, Michael Johnson, Paul Fischbeck, Mitchell Small, Jeanne Vanbriesen

Michael P. Johnson

Designing a robust sensor network to detect accidental contaminants in water distribution systems is a challenge given the uncertain nature of the contamination events (what, how much, when, where and for how long) and the dynamic nature of water distribution systems (driven by the random consumption of consumers). We formulate a set of scenario-based minimax and minimax regret models in order to provide robust sensor-placement schemes that perform well under all realizable contamination scenarios, and thus protect water consumers. Single-and multi objective versions of these models are then applied to a real water distribution system. A heuristic solution method is …