Detection of contaminants in water supply: A review on state-of-the-art monitoring technologies and their applications

SN Zulkifli, HA Rahim, WJ Lau - Sensors and Actuators B: Chemical, 2018 - Elsevier
Water monitoring technologies are widely used for contaminants detection in wide variety of
water ecology applications such as water treatment plant and water distribution system. A …

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 …

Efficient sensor placement optimization for securing large water distribution networks

A Krause, J Leskovec, C Guestrin… - Journal of Water …, 2008 - ascelibrary.org
The problem of deploying sensors in a large water distribution network is considered, in
order to detect the malicious introduction of contaminants. It is shown that a large class of …

Optimal layout of early warning detection stations for water distribution systems security

A Ostfeld, E Salomons - Journal of water resources planning and …, 2004 - ascelibrary.org
Deliberate contamination is generally viewed as the most serious potential terrorist threat to
water systems. Chemical or biological agents could spread throughout a distribution system …

Sensor placement in municipal water networks

JW Berry, L Fleischer, WE Hart, CA Phillips… - Journal of Water …, 2005 - ascelibrary.org
We present a model for optimizing the placement of sensors in municipal water networks to
detect maliciously injected contaminants. An optimal sensor configuration minimizes the …

Sensor placement in municipal water networks with temporal integer programming models

J Berry, WE Hart, CA Phillips, JG Uber… - Journal of water …, 2006 - ascelibrary.org
We present a mixed-integer programming (MIP) formulation for sensor placement
optimization in municipal water distribution systems that includes the temporal …

On–Line water quality parameters as indicators of distribution system contamination

J Hall, AD Zaffiro, RB Marx, PC Kefauver… - Journal‐American …, 2007 - Wiley Online Library
The safety and security of drinking water distribution systems have recently generated
considerable interest because of the credible concern that they could be compromised with …

Event detection in water distribution systems from multivariate water quality time series

L Perelman, J Arad, M Housh… - Environmental science & …, 2012 - ACS Publications
In this study, a general framework integrating a data-driven estimation model with sequential
probability updating is suggested for detecting quality faults in water distribution systems …

Topological placement of quality sensors in water-distribution networks without the recourse to hydraulic modeling

C Giudicianni, M Herrera, A Di Nardo… - Journal of Water …, 2020 - ascelibrary.org
The detection of contaminant intrusion into a water-distribution network (WDN) is a difficult
issue due to uncertainty related to the type of injected contaminant, source location, and …

A multiple-objective analysis of sensor placement optimization in water networks

JP Watson, HJ Greenberg, WE Hart - Critical transitions in water …, 2004 - ascelibrary.org
Terrorism concerns have recently led to increased interest in the potential use of sensors to
detect malicious attacks on municipal water systems. A key deployment issue is identifying …