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 …
accidentally or intentionally infringe easily, leading to the water contamination. Sensor …
A MapReduce based Parallel Niche Genetic Algorithm for contaminant source identification in water distribution network
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 …
society impact. It is advocated that water quality monitoring sensors shall be deployed in …
[HTML][HTML] Review of urban drinking water contamination source identification methods
J Gong, X Guo, X Yan, C Hu - Energies, 2023 - mdpi.com
When drinking water flows into the water distribution network from a reservoir, it is exposed
to the risk of accidental or deliberate contamination. Serious drinking water pollution events …
to the risk of accidental or deliberate contamination. Serious drinking water pollution events …
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 …
with the development of cities. The supervision and treatment of water resources have …
Contaminant source identification of water distribution networks using cultural algorithm
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 …
social stability and security. By using the sensor networks real‐time monitoring the urban …
Adaptive multipopulation evolutionary algorithm for contamination source identification in water distribution systems
C Li, R Yang, L Zhou, S Zeng… - Journal of Water …, 2021 - ascelibrary.org
Real-time monitoring of drinking water in a water distribution system (WDS) can effectively
warn of and reduce safety risks. One of the challenges is to identify the contamination source …
warn of and reduce safety risks. One of the challenges is to identify the contamination source …
Neural network-assisted expensive optimisation algorithm for pollution source rapid positioning of drinking water
Y Hu, X Yan - International Journal of Bio-Inspired …, 2021 - inderscienceonline.com
Pollution source positioning is a complicated problem because urban water supply networks
contain a huge number of nodes and it is also a computationally expensive problem …
contain a huge number of nodes and it is also a computationally expensive problem …
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 …
threat to social stability and security. By placing the sensors for real-time monitoring of water …
DLGEA: a deep learning guided evolutionary algorithm for water contamination source identification
Water distribution network (WDN) is one of the most essential infrastructures all over the
world and ensuring water quality is always a top priority. To this end, water quality sensors …
world and ensuring water quality is always a top priority. To this end, water quality sensors …
Sensors placement in water distribution systems based on co-evolutionary optimization algorithm
C Hu, D Tian, C Liu, X Yan - 2015 1st International Conference …, 2015 - ieeexplore.ieee.org
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 …
society impact. It is advocated that water quality monitoring sensors shall be deployed in …