Failure Modeling of Small and Medium-Sized Water Distribution Networks Based on a Hybrid Ranking Model

Abstract

AbstractTo ensure water supply safety and reduce environmental impact, it is essential to conduct failure modeling on water distribution networks (WDNs) to prevent pipe failures. However, the limited and imbalanced pipe break data in small and medium-...Practical ApplicationsDeep learning algorithms have emerged as powerful tools for predicting failures in water mains, but their effectiveness hinges on access to large volumes of failed pipe data from water distribution networks. However, small and medium-...