DocumentCode
1859934
Title
Leak detection and isolation in water distribution networks using principal component analysis and structured residuals
Author
Gertler, J. ; Romera, J. ; Puig, V. ; Quevedo, J.
Author_Institution
Dept. of Electr. & Comput. Eng., George Mason Univ., Fairfax, VA, USA
fYear
2010
fDate
6-8 Oct. 2010
Firstpage
191
Lastpage
196
Abstract
Leaks are present to some extent in all water-distribution systems. This paper proposes a leakage localization method based on pressure measurements and the application of principal component analysis to the fault diagnosis in water distribution systems. First, some theoretical basics are introduced, from model building and modeling the fault effects to monitoring. Then a simple hydraulic case study is presented to illustrate the proposed methodology, its particularities and the detection results.
Keywords
fault location; leak detection; pressure measurement; principal component analysis; water supply; fault diagnosis; leak detection; leak isolation; leakage localization; pressure measurements; principal component analysis; structured residuals; water distribution networks; Eigenvalues and eigenfunctions; Equations; Mathematical model; Monitoring; Principal component analysis; Sensitivity; Training;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Fault-Tolerant Systems (SysTol), 2010 Conference on
Conference_Location
Nice
Print_ISBN
978-1-4244-8153-8
Type
conf
DOI
10.1109/SYSTOL.2010.5676043
Filename
5676043
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