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 …

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 …

Contaminant source identification of water distribution networks using cultural algorithm

X Yan, W Gong, Q Wu - Concurrency and Computation …, 2017 - Wiley Online Library
In recent years, the drinking water pollution incident occurred frequently, a serious threat to
social stability and security. By using the sensor networks real‐time monitoring the urban …

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 …

Contaminant source identification in water distribution network based on hybrid encoding

X Yan, J Zhao, C Hu, Q Wu - Journal of Computational …, 2016 - content.iospress.com
In recent years, drinking water contamination incidents happen frequently, which is a serious
threat to social stability and security. By placing the sensors for real-time monitoring of water …

Real-time localization of pollution source for urban water supply network in emergencies

X Yan, T Li, C Hu, Q Wu - Cluster Computing, 2019 - Springer
In recent years, drinking water pollution happens from time to time, severely endangering
social stability and residents' life. By placing sensors in urban water supply pipes to monitor …

Real-time location algorithms of drinking water pollution sources based on domain knowledge

X Yan, Z Zhou, C Hu, W Gong - Environmental Science and Pollution …, 2021 - Springer
The real-time location of pollution sources is the process of inverting pollution sources
based on the dynamic optimization model constructed by the time-varying pollution …

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 …

An ensemble-surrogate assisted cooperative particle swarm optimisation algorithm for water contamination source identification

J Gong, X Yan, C Hu - International Journal of Bio-Inspired …, 2022 - inderscienceonline.com
The safety of water is vital to residents' health. The water supply network system could be
accidentally or intentionally infringe easily, leading to the water contamination. Sensor …

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 …