This paper presents a simulation–optimization-based method for identification of contamination source characteristics in a water distribution system using filtered data from threshold-based binary water quality signals. The effects of quality and quantity of the data on the accuracy of the source identification methodology are investigated. This study also addresses the issue of non-uniqueness in contaminant source identification under various data availability conditions. To establish the robustness and applicability of the methodology, numerous scenarios are investigated for a wide range of contamination incidents associated with two different networks. Results indicate that, even though use of lower resolution sensors lead to more non-unique solutions, the true source location is always included among these solutions.
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Research Article|
February 16 2012
Contaminant source characterization in water distribution systems using binary signals
Jitendra Kumar;
1Computer Science and Mathematics Division, Oak Ridge National Laboratory, One Bethel Valley Road, PO Box 2008, MS 6016, Oak Ridge, TN 37831, USA
E-mail: [email protected]
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E. Downey Brill;
E. Downey Brill
2Department of Civil, Construction and Environmental Engineering, North Carolina State University, Campus Box 7908, Raleigh, NC 27695, USA
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G. Mahinthakumar;
G. Mahinthakumar
2Department of Civil, Construction and Environmental Engineering, North Carolina State University, Campus Box 7908, Raleigh, NC 27695, USA
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S. Ranji Ranjithan
S. Ranji Ranjithan
2Department of Civil, Construction and Environmental Engineering, North Carolina State University, Campus Box 7908, Raleigh, NC 27695, USA
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Journal of Hydroinformatics (2012) 14 (3): 585–602.
Article history
Received:
June 08 2011
Accepted:
September 27 2011
Citation
Jitendra Kumar, E. Downey Brill, G. Mahinthakumar, S. Ranji Ranjithan; Contaminant source characterization in water distribution systems using binary signals. Journal of Hydroinformatics 1 July 2012; 14 (3): 585–602. doi: https://doi.org/10.2166/hydro.2012.073
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