Ensemble-based machine learning approach for improved leak detection in water mains

This paper presents an acoustic leak detection system for distribution water mains using machine learning methods. The problem is formulated as a binary classifier to identify leak and no-leak cases using acoustic signals. A supervised learning methodology has been employed using several detection f...

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Autores principales: Thambirajah Ravichandran, Keyhan Gavahi, Kumaraswamy Ponnambalam, Valentin Burtea, S. Jamshid Mousavi
Formato: article
Lenguaje:EN
Publicado: IWA Publishing 2021
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Acceso en línea:https://doaj.org/article/96c71f6db93e4006adf40aac38e46210
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