Graph convolutional networks based contamination source identification across water distribution networks

Process Safety and Environmental Protection ◽

10.1016/j.psep.2021.09.008 ◽

2021 ◽

Vol 155 ◽

pp. 317-324

Author(s):

Yujue Zhou ◽

Jie Jiang ◽

Kai Qian ◽

Yulong Ding ◽

Shuang-Hua Yang ◽

...

Keyword(s):

Source Identification ◽

Water Distribution ◽

Distribution Networks ◽

Water Distribution Networks ◽

Contamination Source ◽

Convolutional Networks

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Research on Multimodal Optimization Algorithm for the Contamination Source Identification of City Water Distribution Networks

Bio-inspired Computing – Theories and Applications - Communications in Computer and Information Science ◽

10.1007/978-981-10-3614-9_10 ◽

2016 ◽

pp. 80-85 ◽

Author(s):

Xuesong Yan ◽

Jing Zhao ◽

Chengyu Hu

Keyword(s):

Optimization Algorithm ◽

Source Identification ◽

Water Distribution ◽

Distribution Networks ◽

Water Distribution Networks ◽

Multimodal Optimization ◽

Contamination Source ◽

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Contamination source identification in water distribution networks using convolutional neural network

Environmental Science and Pollution Research ◽

10.1007/s11356-019-06755-x ◽

2019 ◽

Vol 26 (36) ◽

pp. 36786-36797 ◽

Author(s):

Lian Sun ◽

Hexiang Yan ◽

Kunlun Xin ◽

Tao Tao

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Source Identification ◽

Water Distribution ◽

Distribution Networks ◽

Water Distribution Networks ◽

Contamination Source

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Testing Contamination Source Identification Methods for Water Distribution Networks

Journal of Water Resources Planning and Management ◽

10.1061/(asce)wr.1943-5452.0000619 ◽

2016 ◽

Vol 142 (4) ◽

pp. 04016001 ◽

Author(s):

Arpan Seth ◽

Katherine A. Klise ◽

John D. Siirola ◽

Terranna Haxton ◽

Carl D. Laird

Keyword(s):

Source Identification ◽

Water Distribution ◽

Distribution Networks ◽

Water Distribution Networks ◽

Contamination Source ◽

Identification Methods

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Contaminant source identification of water distribution networks using cultural algorithm

Concurrency and Computation Practice and Experience ◽

10.1002/cpe.4230 ◽

2017 ◽

Vol 29 (24) ◽

pp. e4230 ◽

Author(s):

Xuesong Yan ◽

Wenyin Gong ◽

Qinghua Wu

Keyword(s):

Source Identification ◽

Water Distribution ◽

Distribution Networks ◽

Water Distribution Networks ◽

Cultural Algorithm ◽

Contaminant Source ◽

Contaminant Source Identification

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Accurate and Optimal Sensor Placement for Source Identification of Water Distribution Networks

Journal of Water Resources Planning and Management ◽

10.1061/(asce)wr.1943-5452.0000777 ◽

2017 ◽

Vol 143 (8) ◽

pp. 04017032 ◽

Author(s):

Hervé Ung ◽

Olivier Piller ◽

Denis Gilbert ◽

Iraj Mortazavi

Keyword(s):

Source Identification ◽

Water Distribution ◽

Sensor Placement ◽

Distribution Networks ◽

Water Distribution Networks ◽

Optimal Sensor Placement

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Optimal sensor placement for event detection and source identification in water distribution networks

Journal of Water Supply Research and Technology—AQUA ◽

10.2166/aqua.2013.106 ◽

2013 ◽

Vol 63 (1) ◽

pp. 51-57 ◽

Author(s):

Shuming Liu ◽

Pierre Auckenthaler

Keyword(s):

Event Detection ◽

Source Identification ◽

Water Distribution ◽

Sensor Placement ◽

Distribution Networks ◽

Water Distribution Networks ◽

Optimal Sensor Placement

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Contamination Source Determination in Water Distribution Networks

SIAM Journal on Applied Mathematics ◽

10.1137/110859269 ◽

2012 ◽

Vol 72 (6) ◽

pp. 1772-1791 ◽

Author(s):

Martin Gugat

Keyword(s):

Water Distribution ◽

Distribution Networks ◽

Water Distribution Networks ◽

Contamination Source ◽

Source Determination

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Discussion of “Pollution Source Identification of Accidental Contamination in Water Distribution Networks” by Cristiana Di Cristo and Angelo Leopardi

Journal of Water Resources Planning and Management ◽

10.1061/(asce)wr.1943-5452.63 ◽

2010 ◽

Vol 136 (2) ◽

pp. 292-292

Author(s):

Raj Mohan Singh

Keyword(s):

Source Identification ◽

Water Distribution ◽

Distribution Networks ◽

Pollution Source ◽

Water Distribution Networks ◽

Pollution Source Identification

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Pollution Source Identification of Accidental Contamination in Water Distribution Networks

Journal of Water Resources Planning and Management ◽

10.1061/(asce)0733-9496(2008)134:2(197) ◽

2008 ◽

Vol 134 (2) ◽

pp. 197-202 ◽

Author(s):

Cristiana Di Cristo ◽

Angelo Leopardi

Keyword(s):

Source Identification ◽

Water Distribution ◽

Distribution Networks ◽

Pollution Source ◽

Water Distribution Networks ◽

Pollution Source Identification

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Contaminant Source Identification in Water Distribution Networks Under Conditions of Demand Uncertainty

Environmental Forensics ◽

10.1080/15275920903140486 ◽

2009 ◽

Vol 10 (3) ◽

pp. 253-263 ◽

Author(s):

Praveen Vankayala ◽

A. Sankarasubramanian ◽

S. Ranji Ranjithan ◽

G. Mahinthakumar

Keyword(s):

Source Identification ◽

Water Distribution ◽

Demand Uncertainty ◽

Distribution Networks ◽

Water Distribution Networks ◽

Contaminant Source ◽

Contaminant Source Identification

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