Abstract
Optimal sensor placement is of great importance for water distribution networks (WDNs). Currently available studies have not considered variations in node contamination probabilities on the WDN. Therefore, this study proposes an optimal sensor placement method for WDNs that considers the variations in node contamination probabilities and the impact of contamination on the network. First, contamination events were selected and clustered according to risk assessment results. Then, based on a hierarchical algorithm, a set of initial sensor placement schemes that meet the identifiability objective of the sensor network was obtained. Subsequently, all placement schemes were compared based on the numbers of sensors and the impact caused by sensor interruptions to obtain an optimal scheme. Tests were performed based on the WDN example model k1. The test results showed that considerations of the variations in node contamination probabilities can ensure the detection and identification of contamination events with high contamination probabilities.
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.