Study on leakage rate in water distribution network using fast independent component analysis

J. Gao; S. Qi; W. Wu; D. Li; T. Ruan; L. Chen; T. Shi; C. Zheng; Y. Zhuang

doi:10.1016/j.proeng.2014.11.527

Study on leakage rate in water distribution network using fast independent component analysis

J. Gao^*
, S. Qi
, W. Wu
, D. Li
, T. Ruan
, L. Chen
, T. Shi
, C. Zheng
, Y. Zhuang

^*Corresponding author for this work

School of Environment

Harbin Institute of Technology
University of Staffordshire
Guangdong Holdings Limited
Dalian Water Company

Research output: Contribution to journal › Conference article › peer-review

7 Scopus citations

Abstract

Analyzing the causes of urban water distribution network and taking the measures of leakage control are one of most serious issues which China water industry has been facing for a long time. This paper proposes a theory of blind source separation, which is applied to calculate the leakage of water distribution networks, special leakage experimental platform of water distribution networks is established. Fast independent component analysis method (FastICA) was successfully used to separate the physical leakage from total node flow, which provides a powerful support for reducing physical leakage.

Original language	English
Pages (from-to)	934-941
Number of pages	8
Journal	Procedia Engineering
Volume	89
DOIs	https://doi.org/10.1016/j.proeng.2014.11.527
State	Published - 2014
Event	16th International Conference on Water Distribution System Analysis, WDSA 2014 - Bari, Italy Duration: 14 Jul 2014 → 17 Jul 2014

Keywords

Blind source separation
FastICA
Leakage simulation
Water consumption
Water distribution network
Water leakage

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10.1016/j.proeng.2014.11.527

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title = "Study on leakage rate in water distribution network using fast independent component analysis",

abstract = "Analyzing the causes of urban water distribution network and taking the measures of leakage control are one of most serious issues which China water industry has been facing for a long time. This paper proposes a theory of blind source separation, which is applied to calculate the leakage of water distribution networks, special leakage experimental platform of water distribution networks is established. Fast independent component analysis method (FastICA) was successfully used to separate the physical leakage from total node flow, which provides a powerful support for reducing physical leakage.",

keywords = "Blind source separation, FastICA, Leakage simulation, Water consumption, Water distribution network, Water leakage",

author = "J. Gao and S. Qi and W. Wu and D. Li and T. Ruan and L. Chen and T. Shi and C. Zheng and Y. Zhuang",

note = "Publisher Copyright: {\textcopyright} 2014 The Authors.; 16th International Conference on Water Distribution System Analysis, WDSA 2014 ; Conference date: 14-07-2014 Through 17-07-2014",

year = "2014",

doi = "10.1016/j.proeng.2014.11.527",

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TY - JOUR

T1 - Study on leakage rate in water distribution network using fast independent component analysis

AU - Gao, J.

AU - Qi, S.

AU - Wu, W.

AU - Li, D.

AU - Ruan, T.

AU - Chen, L.

AU - Shi, T.

AU - Zheng, C.

AU - Zhuang, Y.

PY - 2014

Y1 - 2014

N2 - Analyzing the causes of urban water distribution network and taking the measures of leakage control are one of most serious issues which China water industry has been facing for a long time. This paper proposes a theory of blind source separation, which is applied to calculate the leakage of water distribution networks, special leakage experimental platform of water distribution networks is established. Fast independent component analysis method (FastICA) was successfully used to separate the physical leakage from total node flow, which provides a powerful support for reducing physical leakage.

AB - Analyzing the causes of urban water distribution network and taking the measures of leakage control are one of most serious issues which China water industry has been facing for a long time. This paper proposes a theory of blind source separation, which is applied to calculate the leakage of water distribution networks, special leakage experimental platform of water distribution networks is established. Fast independent component analysis method (FastICA) was successfully used to separate the physical leakage from total node flow, which provides a powerful support for reducing physical leakage.

KW - Blind source separation

KW - FastICA

KW - Leakage simulation

KW - Water consumption

KW - Water distribution network

KW - Water leakage

UR - https://www.scopus.com/pages/publications/84949129879

U2 - 10.1016/j.proeng.2014.11.527

DO - 10.1016/j.proeng.2014.11.527

M3 - 会议文章

AN - SCOPUS:84949129879

SN - 1877-7058

VL - 89

SP - 934

EP - 941

JO - Procedia Engineering

JF - Procedia Engineering

T2 - 16th International Conference on Water Distribution System Analysis, WDSA 2014

Y2 - 14 July 2014 through 17 July 2014

ER -

Study on leakage rate in water distribution network using fast independent component analysis

Abstract

Keywords

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