Contamination event diagnosis in drinking water networks: A review

DG Eliades, SG Vrachimis, A Moghaddam… - Annual Reviews in …, 2023 - Elsevier
Water distribution systems are susceptible to contamination events, which can occur due to
naturally occurring events, accidents or even malicious attacks. When a contamination event …

Review of modeling methodologies for managing water distribution security

EZ Berglund, JE Pesantez, A Rasekh… - Journal of water …, 2020 - ascelibrary.org
Water distribution systems are vulnerable to hazards that threaten water delivery, water
quality, and physical and cybernetic infrastructure. Water utilities and managers are …

Pollution source intelligent location algorithm in water quality sensor networks

X Yan, J Gong, Q Wu - Neural Computing and Applications, 2021 - Springer
Water is the source of human life and water pollution is becoming more and more serious
with the development of cities. The supervision and treatment of water resources have …

Water supply network pollution source identification by random forest algorithm

L Grbčić, I Lučin, L Kranjčević… - Journal of …, 2020 - iwaponline.com
A novel approach for identifying the source of contamination in a water supply network
based on the random forest classifying algorithm is presented in this paper. The proposed …

A MapReduce based Parallel Niche Genetic Algorithm for contaminant source identification in water distribution network

C Hu, J Zhao, X Yan, D Zeng, S Guo - Ad Hoc Networks, 2015 - Elsevier
In recent years, water pollution incidents happen frequently, causing serious disasters and
society impact. It is advocated that water quality monitoring sensors shall be deployed in …

Multimodal optimization problem in contamination source determination of water supply networks

X Yan, J Zhao, C Hu, D Zeng - Swarm and Evolutionary Computation, 2019 - Elsevier
It makes great economic losses and bad social influence for our country about some
accidental drinking water contamination and vicious attacks to water distribution networks. In …

Pollution source localization in an urban water supply network based on dynamic water demand

X Yan, Z Zhu, T Li - Environmental Science and Pollution Research, 2019 - Springer
Urban water supply networks are susceptible to intentional, accidental chemical, and
biological pollution, which pose a threat to the health of consumers. In recent years, drinking …

A machine learning-based algorithm for water network contamination source localization

L Grbčić, I Lučin, L Kranjčević, S Družeta - Sensors, 2020 - mdpi.com
In this paper, a novel machine learning based algorithm for water supply pollution source
identification is presented built specifically for high performance parallel systems. The …

Testing contamination source identification methods for water distribution networks

A Seth, KA Klise, JD Siirola, T Haxton… - Journal of Water …, 2016 - ascelibrary.org
In the event of contamination in a water distribution network (WDN), source identification (SI)
methods that analyze sensor data can be used to identify the source location (s). Knowledge …

Research on contaminant sources identification of uncertainty water demand using genetic algorithm

Y Xuesong, S Jie, H Chengyu - Cluster Computing, 2017 - Springer
Urban water supply network is easily affected by intentional or occasional chemical and
biological pollution, which threatens the health of consumers. In recent years, drinking water …