Title: Explicit Water Quality Model Generation and Rapid Multiscenario Simulation
Abstract: Emerging applications in water distribution systems place new challenges on water quality modeling tools, including the need for an explicit mathematical representation and simulation of large ensembles of contamination scenarios. We present a computational framework, referred to as Merlion, that creates an explicit mathematical model for water quality in drinking water distribution systems that is appropriate for embedding within other numerical applications (e.g., optimization). This model is efficiently generated for large water distribution systems and represents an all-to-all mapping (inputs include injections at all possible nodes and time steps, and outputs include concentrations at all possible nodes and time steps), which is necessary for many security applications. The Merlion framework is compared to water quality simulations using EPANET on a set of network models ranging in size from 10 to approximately 13,000 nodes. The simulation results show excellent agreement. Furthermore, the explicit linear model can be used to evaluate a large number of tracer scenarios very quickly, speeding up current security tools by approximately an order of magnitude.
Publication Year: 2012
Publication Date: 2012-08-17
Language: en
Type: article
Indexed In: ['crossref']
Access and Citation
Cited By Count: 7
AI Researcher Chatbot
Get quick answers to your questions about the article from our AI researcher chatbot