Review of sensor placement strategies for contamination warning systems in drinking water distribution systems

WE Hart, R Murray - Journal of Water Resources Planning and …, 2010 - ascelibrary.org
Contamination warning systems (CWSs) are a promising approach for the mitigation of
contamination risks in drinking water distribution systems. A critical aspect of the design of a …

Formulation and optimization of robust sensor placement problems for drinking water contamination warning systems

JP Watson, R Murray, WE Hart - Journal of Infrastructure Systems, 2009 - ascelibrary.org
The sensor placement problem in contamination warning system design for municipal water
distribution networks involves maximizing the protection level afforded by limited numbers of …

Risk-based sensor placement for contaminant detection in water distribution systems

M Weickgenannt, Z Kapelan, M Blokker… - Journal of Water …, 2010 - ascelibrary.org
A method for optimizing sensor locations to effectively and efficiently detect contamination in
a water distribution network is presented here. The problem is formulated and solved as a …

A state-of-the-art review of an optimal sensor placement for contaminant warning system in a water distribution network

OS Adedoja, Y Hamam, B Khalaf, R Sadiku - Urban Water Journal, 2018 - Taylor & Francis
Protection of water distribution networks (WDNs) is at the forefront because of the negative
implications of the use of the contaminated water on the public health. In order to safeguard …

A rule-based decision support system for sensor deployment in small drinking water networks

NB Chang, NP Pongsanone, A Ernest - Journal of Cleaner Production, 2013 - Elsevier
The physical layout of drinking water utilities makes them inherently vulnerable to
contamination incidents caused by routine operations. These contaminations present …

New formulation and optimization methods for water sensor placement

Y Zhao, R Schwartz, E Salomons, A Ostfeld… - … Modelling & Software, 2016 - Elsevier
Optimal sensor placement for detecting contamination events in water distribution systems is
a well explored problem in water distribution systems security. We study herein the problem …

Designing contamination warning systems for municipal water networks using imperfect sensors

J Berry, RD Carr, WE Hart, VJ Leung… - Journal of Water …, 2009 - ascelibrary.org
We consider the problem of designing a contaminant warning system for a municipal water
distribution network that uses imperfect sensors, which can generate false-positive and false …

A survey on sensor placement for contamination detection in water distribution systems

C Hu, M Li, D Zeng, S Guo - Wireless Networks, 2018 - Springer
Frequent water pollution incidents have occurred recently, leading to severe damages,
economic loss, and long-lasting society impact. Therefore, installation of water quality …

Multiobjective contaminant sensor network design for water distribution systems

A Preis, A Ostfeld - Journal of Water Resources Planning and …, 2008 - ascelibrary.org
A contaminant intentional intrusion into a water distribution system is one of the most difficult
threats to address. This is because of the uncertainty of the type of the injected contaminant …

Identifying sets of key nodes for placing sensors in dynamic water distribution networks

J Xu, PS Fischbeck, MJ Small… - Journal of Water …, 2008 - ascelibrary.org
The design of a sensor-placement scheme capable of detecting all possible contamination
events for a water distribution system before consumers are put at risk is essentially …