Sensor placement methods for contamination detection in water distribution networks: A review

S Rathi, R Gupta - Procedia Engineering, 2014 - Elsevier
Several methodologies have been suggested in the past two decades by different
researchers to locate sensors in water distribution networks with different objectives. Even …

The battle of the water sensor networks (BWSN): A design challenge for engineers and algorithms

A Ostfeld, JG Uber, E Salomons, JW Berry… - Journal of water …, 2008 - ascelibrary.org
Following the events of September 11, 2001, in the United States, world public awareness
for possible terrorist attacks on water supply systems has increased dramatically. Among the …

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 …

A review of sensor placement objective metrics for contamination detection in water distribution networks

S Rathi, R Gupta, L Ormsbee - Water Science and Technology …, 2015 - iwaponline.com
Security of water distribution networks (WDNs) through early warning systems is one of the
topics of research over the last two decades to safeguard human health and the …

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 …

Reducing impacts of contamination in water distribution networks: A combined strategy based on network partitioning and installation of water quality sensors

C Ciaponi, E Creaco, A Di Nardo, M Di Natale… - Water, 2019 - mdpi.com
This paper proposes a combined management strategy for monitoring water distribution
networks (WDNs). This strategy is based on the application of water network partitioning …

Optimal design of sensor placement in water distribution networks

MM Aral, J Guan, ML Maslia - Journal of Water Resources Planning …, 2010 - ascelibrary.org
In this study we provide a methodology for the optimal design of water sensor placement in
water distribution networks. The optimization algorithm used is based on a simulation …

A multi-objective optimization method based on NSGA-III for water quality sensor placement with the aim of reducing potential contamination of important nodes

H Jafari, S Nazif, T Rajaee - Water Supply, 2022 - iwaponline.com
One way to mitigate the risk of consumption of contaminated water in water distribution
networks is optimal placement of the quality sensors. A considerable challenge in this …

A simple sensor placement approach for regular monitoring and contamination detection in water distribution networks

S Rathi, R Gupta - KSCE journal of civil engineering, 2016 - Springer
Online sensors in water distribution networks primarily serves two purposes:(1) Assures
quality of water delivered to consumers;(2) Early detection of contamination events so as to …

Sampling significant contamination events for optimal sensor placement in water distribution systems

S Tinelli, E Creaco, C Ciaponi - Journal of Water Resources …, 2017 - ascelibrary.org
This paper presents a procedure for sampling the most representative contamination events
in the framework of optimal sensor placement with two objective functions to be minimized …