Abstract
This paper presents a data-driven simulation-based burst detection approach in water distribution systems using control limit analysis. System specific burst sensitivity tables are developed by synthetically generating burst events and analyzing the system hydraulic responses to the given bursts. Potential locations of pressure and flow meters are suggested based on the sensitivity tables. By matching the field observation data with the developed burst sensitivity tables, potential burst hotspots are identified. Using simulated bursts for a simple literature network, it was found that the proposed approach is effective to quickly locate bursts and reduce response times.
Original language | English (US) |
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Pages (from-to) | 121-127 |
Number of pages | 7 |
Journal | Journal of Water Resources Planning and Management |
Volume | 140 |
Issue number | 1 |
DOIs | |
State | Published - 2014 |
Keywords
- Burst detection
- Control limits
- Monte carlo simulation
- Sensitivity matrix
ASJC Scopus subject areas
- Civil and Structural Engineering
- Geography, Planning and Development
- Water Science and Technology
- Management, Monitoring, Policy and Law