Research on water quality comprehensive evaluation of water supply network using SOM

Wenyan Wu; Kui Chang; Jinliang Gao; Min Zhang; Nana Li; Yixing Yuan

doi:10.1109/ICNSC.2009.4919365

Research on water quality comprehensive evaluation of water supply network using SOM

Wenyan Wu^*
, Kui Chang
, Jinliang Gao
, Min Zhang
, Nana Li
, Yixing Yuan

^*Corresponding author for this work

School of Environment

University of Staffordshire
Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

Water quality comprehensive evaluation of water supply network was present in this paper. It is on the basis of microcosmic model in water supply network. The water quality indicators, by which the states of water quality are expressed, are selected as the input vector for the comprehensive evaluation model. The Self-Organizing Feature Map (SOM) and K-Means arithmetic are adopted in the model. Since there are some problems using single indicator grade evaluation method, thus a comprehensive water quality evaluation method is proposed in this paper. The objective water quality evaluation model of water supply network is developed. In comparison to the single-evaluation indicator, both the single water quality monitoring data and the overall data are all considered in the model using SOM, which reflect the water quality distribution in the water supply network objectively.

Original language	English
Title of host publication	Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009
Pages	714-718
Number of pages	5
DOIs	https://doi.org/10.1109/ICNSC.2009.4919365
State	Published - 2009
Event	2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009 - Okayama, Japan Duration: 26 Mar 2009 → 29 Mar 2009

Publication series

Name	Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009

Conference

Conference	2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009
Country/Territory	Japan
City	Okayama
Period	26/03/09 → 29/03/09

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 6 Clean Water and Sanitation

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10.1109/ICNSC.2009.4919365

Cite this

Wu, W., Chang, K., Gao, J., Zhang, M., Li, N., & Yuan, Y. (2009). Research on water quality comprehensive evaluation of water supply network using SOM. In Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009 (pp. 714-718). Article 4919365 (Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009). https://doi.org/10.1109/ICNSC.2009.4919365

@inproceedings{89c50f082ade48c1a8f6e58783858afc,

title = "Research on water quality comprehensive evaluation of water supply network using SOM",

abstract = "Water quality comprehensive evaluation of water supply network was present in this paper. It is on the basis of microcosmic model in water supply network. The water quality indicators, by which the states of water quality are expressed, are selected as the input vector for the comprehensive evaluation model. The Self-Organizing Feature Map (SOM) and K-Means arithmetic are adopted in the model. Since there are some problems using single indicator grade evaluation method, thus a comprehensive water quality evaluation method is proposed in this paper. The objective water quality evaluation model of water supply network is developed. In comparison to the single-evaluation indicator, both the single water quality monitoring data and the overall data are all considered in the model using SOM, which reflect the water quality distribution in the water supply network objectively.",

author = "Wenyan Wu and Kui Chang and Jinliang Gao and Min Zhang and Nana Li and Yixing Yuan",

year = "2009",

doi = "10.1109/ICNSC.2009.4919365",

language = "英语",

isbn = "9781424434923",

series = "Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009",

pages = "714--718",

booktitle = "Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009",

note = "2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009 ; Conference date: 26-03-2009 Through 29-03-2009",

}

Wu, W, Chang, K, Gao, J, Zhang, M, Li, N & Yuan, Y 2009, Research on water quality comprehensive evaluation of water supply network using SOM. in Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009., 4919365, Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009, pp. 714-718, 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009, Okayama, Japan, 26/03/09. https://doi.org/10.1109/ICNSC.2009.4919365

Research on water quality comprehensive evaluation of water supply network using SOM. / Wu, Wenyan; Chang, Kui; Gao, Jinliang et al.
Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009. 2009. p. 714-718 4919365 (Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Research on water quality comprehensive evaluation of water supply network using SOM

AU - Wu, Wenyan

AU - Chang, Kui

AU - Gao, Jinliang

AU - Zhang, Min

AU - Li, Nana

AU - Yuan, Yixing

PY - 2009

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N2 - Water quality comprehensive evaluation of water supply network was present in this paper. It is on the basis of microcosmic model in water supply network. The water quality indicators, by which the states of water quality are expressed, are selected as the input vector for the comprehensive evaluation model. The Self-Organizing Feature Map (SOM) and K-Means arithmetic are adopted in the model. Since there are some problems using single indicator grade evaluation method, thus a comprehensive water quality evaluation method is proposed in this paper. The objective water quality evaluation model of water supply network is developed. In comparison to the single-evaluation indicator, both the single water quality monitoring data and the overall data are all considered in the model using SOM, which reflect the water quality distribution in the water supply network objectively.

AB - Water quality comprehensive evaluation of water supply network was present in this paper. It is on the basis of microcosmic model in water supply network. The water quality indicators, by which the states of water quality are expressed, are selected as the input vector for the comprehensive evaluation model. The Self-Organizing Feature Map (SOM) and K-Means arithmetic are adopted in the model. Since there are some problems using single indicator grade evaluation method, thus a comprehensive water quality evaluation method is proposed in this paper. The objective water quality evaluation model of water supply network is developed. In comparison to the single-evaluation indicator, both the single water quality monitoring data and the overall data are all considered in the model using SOM, which reflect the water quality distribution in the water supply network objectively.

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T3 - Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009

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BT - Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009

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Y2 - 26 March 2009 through 29 March 2009

ER -

Wu W, Chang K, Gao J, Zhang M, Li N, Yuan Y. Research on water quality comprehensive evaluation of water supply network using SOM. In Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009. 2009. p. 714-718. 4919365. (Proceedings of the 2009 IEEE International Conference on Networking, Sensing and Control, ICNSC 2009). doi: 10.1109/ICNSC.2009.4919365

Research on water quality comprehensive evaluation of water supply network using SOM

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