Multi-Objective Sensor Placements with Improved Water Quality Models in a Network with Multiple Junctions
Publication: World Environmental and Water Resources Congress 2009: Great Rivers
Abstract
Concerns about the security of water distribution systems have lead to increased interest in sensor placement in water distribution systems. Due to the cost of both placing and maintaining these sensors, the number of sensors used must be limited. These constraints make the sensor deployment locations crucial in a water monitoring system. Many studies, based on differing algorithms and objective functions, have sought to determine ways to optimize sensor location. These studies have largely relied on current water quality models that assume perfect mixing at pipe junctions. However, it has been shown that using a water quality model that accounts for imperfect mixing (AZRED) at pipe intersections produces outcomes that differ from those produced by studies that assume perfect mixing and, consequently produces a different scheme for optimal sensor placement. The current work uses a multiobjective approach that relies on the non-dominated, sorted algorithm II. The study seeks, first, to contrast the use of the AZRED water-quality model to the use of water quality models that assume perfect mixing, and, second, to propose a more comprehensive approach to sensor placement. By using a simpler objective of optimizing for complete sensor coverage, the study will expand on pervious work that made this comparison. An example network is analyzed using both AZRED and EPANET, and the results are compared.
Get full access to this article
View all available purchase options and get full access to this chapter.
Information & Authors
Information
Published In
Copyright
© 2009 American Society of Civil Engineers.
History
Published online: Apr 26, 2012
ASCE Technical Topics:
- Algorithms
- Engineering fundamentals
- Environmental engineering
- Hydration
- Infrastructure
- Laminating
- Materials engineering
- Materials processing
- Mathematics
- Measurement (by type)
- Pipeline systems
- Pipelines
- Pipes
- Sensors and sensing
- Water and water resources
- Water management
- Water pipelines
- Water quality
- Water supply
- Water supply systems
- Water treatment
- Water use
Authors
Metrics & Citations
Metrics
Citations
Download citation
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.